{"id":5640,"date":"2023-09-20T10:19:08","date_gmt":"2023-09-20T10:19:08","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5640"},"modified":"2023-10-02T10:12:28","modified_gmt":"2023-10-02T10:12:28","slug":"surucusuz-araba-nedir-nasil-calisir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/surucusuz-araba-nedir-nasil-calisir\/","title":{"rendered":"S\u00fcr\u00fcc\u00fcs\u00fcz Araba Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5640\" class=\"elementor elementor-5640\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-be02103 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"be02103\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-33c1e65\" data-id=\"33c1e65\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-071d911 elementor-widget elementor-widget-shortcode\" data-id=\"071d911\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1494\" class=\"elementor elementor-1494\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a0c6bf elementor-section-height-min-height elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"6a0c6bf\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0f33f4b\" data-id=\"0f33f4b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3797c5 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"e3797c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ANA SAYFA<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/hakkimizda\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">HAKKIMIZDA<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/arastirmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ARA\u015eTIRMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/blog\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">BLOG 4.0<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ea69513\" data-id=\"ea69513\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bff95a7 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"bff95a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1667\" height=\"790\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png\" class=\"attachment-full size-full wp-image-3104\" alt=\"Aix Logo\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png 1667w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-300x142.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1024x485.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-768x364.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1536x728.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-18x9.png 18w\" 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class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/basvuru\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EK\u0130BE KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ae6945 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ae6945\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e6bb299\" data-id=\"e6bb299\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4073a59 elementor-widget elementor-widget-heading\" data-id=\"4073a59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">S\u00fcr\u00fcc\u00fcs\u00fcz Araba Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3516814 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3516814\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e3e6760\" data-id=\"e3e6760\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9653a3 elementor-widget elementor-widget-text-editor\" data-id=\"c9653a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"subtitle\"><div class=\"subtitle\"><span>S\u00fcr\u00fcc\u00fcs\u00fcz arabalar\u0131 d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcm\u00fczde, \u00e7o\u011fu zaman bizi insan m\u00fcdahalesi olmadan A noktas\u0131ndan B noktas\u0131na g\u00f6t\u00fcren ara\u00e7lar\u0131 hayal ederiz, peki bir arac\u0131 ger\u00e7ekten otonom yapan \u015fey nedir?\u00a0<\/span><\/div><div>\u00a0<\/div><\/div><div class=\"written-by-container\"><span>Kendi kendine giden arabalar, insanlar\u0131 yollarda insan m\u00fcdahalesi olmadan otonom bir \u015fekilde ta\u015f\u0131mak i\u00e7in sens\u00f6rler ve <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> kullanan ara\u00e7lard\u0131r.\u00a0<\/span><span>S\u00fcr\u00fcc\u00fcs\u00fcz otomobiller ayn\u0131 zamanda otonom ara\u00e7lar veya s\u00fcr\u00fcc\u00fcs\u00fcz otomobiller olarak da biliniyor.\u00a0<\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8403a55 elementor-widget elementor-widget-image\" data-id=\"8403a55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"484\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Surucusuz-Araba-Nedir-Nasil-Calisir.jpg\" class=\"attachment-large size-large wp-image-5643\" alt=\"S\u00fcr\u00fcc\u00fcs\u00fcz Araba Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Surucusuz-Araba-Nedir-Nasil-Calisir.jpg 1000w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Surucusuz-Araba-Nedir-Nasil-Calisir-300x172.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Surucusuz-Araba-Nedir-Nasil-Calisir-768x441.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Surucusuz-Araba-Nedir-Nasil-Calisir-18x10.jpg 18w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">S\u00fcr\u00fcc\u00fcs\u00fcz Araba Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc2a6b6 elementor-widget elementor-widget-heading\" data-id=\"fc2a6b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar Nas\u0131l \u00c7al\u0131\u015f\u0131r?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e1314e elementor-widget elementor-widget-text-editor\" data-id=\"0e1314e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>S\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar\u0131n temel amac\u0131 A noktas\u0131ndan B noktas\u0131na g\u00fcvenli bir \u015fekilde gitmektir.\u00a0Bunu yapmak i\u00e7in \u00f6nceden olu\u015fturulmu\u015f bir haritay\u0131 \u00e7al\u0131\u015ft\u0131r\u0131rlar.\u00a0Bu haritaya y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc harita veya HD Harita diyoruz.\u00a0Kendi kendine giden ara\u00e7lar , kendilerini ve \u00e7evredeki ara\u00e7lar\u0131 HD Haritalar\u0131nda konumland\u0131rmak i\u00e7in radar, video kameralar,\u00a0LiDAR\u00a0ve GPS kombinasyonunu kullan\u0131r .<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc0fb41 elementor-widget elementor-widget-heading\" data-id=\"fc0fb41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">RADAR VE L\u0130DAR\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47590b6 elementor-widget elementor-widget-text-editor\" data-id=\"47590b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Radar, yak\u0131n nesneleri alg\u0131lamak i\u00e7in radyo dalgalar\u0131n\u0131 kullanan bir sens\u00f6rd\u00fcr; LiDAR ise daha uzaktaki nesneleri b\u00fcy\u00fck bir hassasiyetle alg\u0131lamak i\u00e7in \u0131\u015f\u0131k dalgalar\u0131n\u0131 kullan\u0131r.\u00a0Bununla birlikte, LiDAR \u0131\u015f\u0131k dalgalar\u0131 kulland\u0131\u011f\u0131ndan sise kar\u015f\u0131 duyarl\u0131 olabilirken radar b\u00f6yle de\u011fildir.\u00a0Ayr\u0131ca s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar trafik \u0131\u015f\u0131klar\u0131n\u0131, yol i\u015faretlerini ve yayalar\u0131 tespit edip takip etmek i\u00e7in video kameralar kullan\u0131yor.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d774bb elementor-widget elementor-widget-heading\" data-id=\"3d774bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">K\u00dcRESEL KONUMLAMA S\u0130STEM\u0130\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f84913 elementor-widget elementor-widget-text-editor\" data-id=\"9f84913\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>GPS, di\u011fer t\u00fcm sens\u00f6rlerden gelen girdilerle birle\u015ftirildi\u011finde ince ayar yap\u0131labilen arac\u0131n rotas\u0131n\u0131 ve kesin co\u011frafi konumunu (boylam, enlem ve y\u00fckseklik) sa\u011flar.\u00a0GPS sens\u00f6rleri t\u00fcnellerde pek iyi \u00e7al\u0131\u015fmaz, ancak s\u00fcr\u00fcc\u00fcs\u00fcz bir araba bunu di\u011fer sens\u00f6rlerden gelen girdilerle telafi edebilir.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b661405 elementor-widget elementor-widget-heading\" data-id=\"b661405\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">ULTRASON\u0130K SENS\u00d6RLER\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7087ed9 elementor-widget elementor-widget-text-editor\" data-id=\"7087ed9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kendi kendine giden arabalar ayr\u0131ca yak\u0131n mesafeden nesne tespiti i\u00e7in ultrasonik sens\u00f6rler kullan\u0131r.\u00a0Ultrasonik sens\u00f6rler uygun maliyetlidir ve \u00e7evresel fakt\u00f6rlerden olumsuz etkilenmezler.\u00a0\u00d6te yandan d\u00fc\u015f\u00fck \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011fe ve \u00e7ok yak\u0131n menzile sahiptirler.\u00a0Normalde acil fren yard\u0131m\u0131 ve k\u00f6r noktalar\u0131 kontrol etmek i\u00e7in ultrasonik sens\u00f6rler kullan\u0131r\u0131z.<\/p><p>Araban\u0131n tekerleklerine, kap\u0131lar\u0131na, \u00f6n ve arka k\u0131sm\u0131na daha fazla sens\u00f6r yerle\u015ftirebilsek de, bu sonu\u00e7ta \u00fcreticiye ba\u011fl\u0131d\u0131r.\u00a0<\/p><p>S\u00fcr\u00fcc\u00fcs\u00fcz arabalar, kendilerini bir HD haritada konumland\u0131rmak ve bir var\u0131\u015f noktas\u0131na do\u011fru bir rota olu\u015fturmak i\u00e7in sens\u00f6rlerinden gelen t\u00fcm girdileri kullan\u0131r.\u00a0HD haritada olu\u015fturulan bir rota, normal bir GPS rotas\u0131ndan \u00e7ok daha fazla veri i\u00e7erir.\u00a0\u00d6rne\u011fin otonom bir ara\u00e7 ne zaman \u015ferit de\u011fi\u015ftirmesi gerekti\u011fini, trafik \u0131\u015f\u0131klar\u0131n\u0131n nerede olmas\u0131 gerekti\u011fini ve hatta yol ko\u015fullar\u0131n\u0131 bile biliyor.<\/p><p>HD haritalar \u00e7ok fazla bilgi i\u00e7erebildi\u011finden \u00e7ok fazla bak\u0131ma ihtiya\u00e7 duyabilirler. TomTom (Uluslararas\u0131), Blickfeld (Almanya), Civil Maps (ABD) ve di\u011ferleri gibi baz\u0131 \u015firketler, \u00f6zel HD haritalar\u0131n bak\u0131m\u0131nda ticari de\u011fer bulmu\u015flard\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de6d3f9 elementor-widget elementor-widget-image\" data-id=\"de6d3f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"479\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/1_eexSrSrJi-xkeAYiF9SQlA-1024x582.png\" class=\"attachment-large size-large wp-image-5645\" alt=\"araba-sens\u00f6r\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/1_eexSrSrJi-xkeAYiF9SQlA-1024x582.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/1_eexSrSrJi-xkeAYiF9SQlA-300x171.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/1_eexSrSrJi-xkeAYiF9SQlA-768x437.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/1_eexSrSrJi-xkeAYiF9SQlA-1536x873.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/1_eexSrSrJi-xkeAYiF9SQlA-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/1_eexSrSrJi-xkeAYiF9SQlA.png 2000w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">araba-sens\u00f6r<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0df509 elementor-widget elementor-widget-heading\" data-id=\"f0df509\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar G\u00fcvenli Mi?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92154a4 elementor-widget elementor-widget-text-editor\" data-id=\"92154a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Uzmanlar, s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar\u0131n, insan g\u00fcc\u00fcyle \u00e7al\u0131\u015fan ara\u00e7lara g\u00f6re daha y\u00fcksek d\u00fczeyde g\u00fcvenlik sa\u011flayabilece\u011fine inan\u0131yor.\u00a0Asl\u0131nda, s\u00fcr\u00fcc\u00fcs\u00fcz arabalar\u0131n kaza verilerini geleneksel arabalarla analiz edip kar\u015f\u0131la\u015ft\u0131rd\u0131\u011f\u0131m\u0131zda ve bunu &#8220;Kullan\u0131lan milyon mil ba\u015f\u0131na \u00e7arp\u0131\u015fma oran\u0131na&#8221; g\u00f6re ayarlad\u0131\u011f\u0131m\u0131zda, s\u00fcr\u00fcc\u00fcs\u00fcz arabalar\u0131n kaza oran\u0131 her zaman daha d\u00fc\u015f\u00fck\u00a0<a href=\"https:\/\/featured.vtti.vt.edu\/2016\/01\/safety-on-city-streets\/\" target=\"_blank\" rel=\"noopener\">olur<\/a>.\u00a0<\/p><p>A\u015fa\u011f\u0131daki \u015fekilde\u00a0<a href=\"https:\/\/insight.shrp2nds.us\/\" target=\"_blank\" rel=\"noopener\">SHRP 2 NDS<\/a>\u00a0veri seti ve birden \u00fc\u00e7e kadar \u00e7arp\u0131\u015fma seviyeleri kullan\u0131lmaktad\u0131r; burada birinci seviye, hava yast\u0131\u011f\u0131n\u0131n a\u00e7\u0131lmas\u0131n\u0131 ve yaralanmay\u0131 i\u00e7eren en k\u00f6t\u00fc \u00e7arp\u0131\u015fma t\u00fcr\u00fcd\u00fcr.\u00a0\u0130kinci seviye \u00e7arp\u0131\u015fmalarda hava yast\u0131\u011f\u0131n\u0131n a\u00e7\u0131lmas\u0131 veya yaralanma olmaz, ancak en az 1.500$ hasar olmas\u0131 gerekir.\u00a0\u00dc\u00e7\u00fcnc\u00fc seviye kazalar, ba\u015fka bir nesne veya ara\u00e7la fiziksel \u00e7at\u0131\u015fmay\u0131 i\u00e7erir, ancak fiziksel hasar birinci veya ikinci seviyeyi kar\u015f\u0131lamaz.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b56adda elementor-widget elementor-widget-image\" data-id=\"b56adda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"317\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/surucusuz-araclar.png\" class=\"attachment-large size-large wp-image-5642\" alt=\"S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar\u0131n \u00c7arp\u0131\u015fma Oranlar\u0131 ve SHRP 2 Veri Seti. | Resim: Manuel Silverio, Virginia Tech Transport Institute&#039;un 2016 raporunu kullan\u0131yor.\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/surucusuz-araclar.png 512w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/surucusuz-araclar-300x186.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/surucusuz-araclar-18x12.png 18w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar\u0131n \u00c7arp\u0131\u015fma Oranlar\u0131 ve SHRP 2 Veri Seti. | Resim: Manuel Silverio, Virginia Tech Transport Institute'un 2016 raporunu kullan\u0131yor.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6bafa6 elementor-widget elementor-widget-text-editor\" data-id=\"a6bafa6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ancak bu konuda kamuoyu di\u011fer tarafa d\u00fc\u015f\u00fcyor.\u00a0Kullan\u0131c\u0131lar s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar\u0131n m\u00fcmk\u00fcn oldu\u011funca m\u00fckemmele yak\u0131n olmas\u0131n\u0131 bekliyor.\u00a0<a href=\"https:\/\/techcrunch.com\/2022\/07\/01\/behind-the-scenes-of-waymos-worst-automated-truck-crash\" target=\"_blank\" rel=\"noopener\">Waymo<\/a>\u00a0ve\u00a0<a href=\"https:\/\/www.washingtonpost.com\/technology\/2022\/06\/15\/tesla-autopilot-crashes\/\" target=\"_blank\" rel=\"noopener\">Tesla<\/a>\u00a0gibi \u015firketlerin s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar\u0131\u00a0<a href=\"https:\/\/www.nhtsa.gov\/press-releases\/initial-data-release-advanced-vehicle-technologies\" target=\"_blank\" rel=\"noopener\">kazalara<\/a> kar\u0131\u015ft\u0131\u011f\u0131nda, otonom ara\u00e7lar\u0131n hi\u00e7bir zaman kazaya kar\u0131\u015fmamas\u0131n\u0131 istememize ra\u011fmen, \u00f6zellikle de yolu insan s\u00fcr\u00fcc\u00fclerle payla\u015ft\u0131klar\u0131nda bunun istatistiksel olarak neredeyse imkans\u0131z oldu\u011funu hat\u0131rlat\u0131r\u0131z.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24bc7e0 elementor-widget elementor-widget-heading\" data-id=\"24bc7e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">S\u00fcr\u00fcc\u00fcs\u00fcz Araban\u0131n Bile\u015fenleri\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f5e563 elementor-widget elementor-widget-text-editor\" data-id=\"8f5e563\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Bir arac\u0131 otonom yapan \u00fc\u00e7 temel bile\u015feni tan\u0131mlayabiliriz: y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc bir harita (HD Harita), bir durum ve co\u011frafi konum tahmincisi ve bir hareket y\u00f6neticisi.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dffcade elementor-widget elementor-widget-heading\" data-id=\"dffcade\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. HD HAR\u0130TA (Y\u00dcKSEK \u00c7\u00d6Z\u00dcN\u00dcRL\u00dcKL\u00dc HAR\u0130TA)\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a504e42 elementor-widget elementor-widget-text-editor\" data-id=\"a504e42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>S\u00fcr\u00fcc\u00fcs\u00fcz bir otomobilin ihtiya\u00e7 duydu\u011fu ilk \u015fey, d\u00fcnyadaki yerini tespit edebilme yetene\u011fidir.\u00a0Bunu ba\u015farmak i\u00e7in otonom bir arac\u0131n yol ve \u00e7evre hakk\u0131nda bol miktarda veri i\u00e7eren bir HD haritas\u0131na sahip olmas\u0131 gerekiyor.<\/p><p>HD haritalar yanal, boylamsal ve h\u0131z kontrol\u00fcn\u00fcn y\u00f6netimine yard\u0131mc\u0131 olur;\u00a0Otonom s\u00fcr\u00fc\u015f\u00fcn bu \u00fc\u00e7 y\u00f6n\u00fc, arac\u0131n h\u0131z\u0131 d\u00fczenlemesinin yan\u0131 s\u0131ra g\u00fcvenli bir \u015fekilde \u015ferit de\u011fi\u015ftirmesine de olanak tan\u0131yor.\u00a0HD haritalar sayesinde s\u00fcr\u00fcc\u00fcs\u00fcz arabalar, belirlenmi\u015f bir rota boyunca hangi \u015feritte yer ald\u0131klar\u0131n\u0131 her zaman bilirler; bu, eninde sonunda ihtiya\u00e7 duyacaklar\u0131 t\u00fcm gerekli \u015ferit de\u011fi\u015fikliklerini de i\u00e7erir.\u00a0<\/p><p>HD haritalar\u0131n\u0131 olu\u015fturmaya ve s\u00fcrd\u00fcrmeye \u00e7abalayan belirli \u015firketler var.\u00a0<a href=\"https:\/\/www.tomtom.com\/products\/hd-map\/\" target=\"_blank\" rel=\"noopener\">Bunun iyi bir \u00f6rne\u011fi TomTom HD Haritas\u0131n\u0131<\/a> sunan TomTom&#8217;dur.\u00a0TomTom&#8217;un tescilli HD Haritas\u0131, birka\u00e7 santimetreye kadar do\u011fruluk sunar ve sens\u00f6rlerin \u00e7evrelerini anlamalar\u0131na yard\u0131mc\u0131 olur.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-064d26a elementor-widget elementor-widget-heading\" data-id=\"064d26a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. DURUM VE CO\u011eRAF\u0130 KONUM TAHM\u0130NC\u0130S\u0130\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41bd275 elementor-widget elementor-widget-text-editor\" data-id=\"41bd275\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Durum tahmincileri, otonom ara\u00e7taki t\u00fcm sens\u00f6rlerden gelen girdileri koordine eder ve HD harita i\u00e7indeki arac\u0131n co\u011frafi konumunu g\u00fcncel tutar.\u00a0Durum tahmincisi bunu arac\u0131n t\u00fcm farkl\u0131 par\u00e7alar\u0131ndan girdi alarak ve verileri toplayarak yapar.<\/span><\/p><p><span>Farkl\u0131 durumlar farkl\u0131 sens\u00f6rlerin lehine olabilir.\u00a0\u00d6rne\u011fin, ara\u00e7 bir t\u00fcnelin i\u00e7indeyse GPS sinyali g\u00fcvenilir olmayabilir ve durum tahmincisi, arac\u0131n co\u011frafi konumunu g\u00fcncellemek i\u00e7in LiDAR, radar ve lastiklerin hareketi gibi di\u011fer sens\u00f6rlere g\u00fcvenmek zorunda kalabilir.\u00a0<\/span><\/p><p><span>Ayn\u0131 zamanda otoyolda veya otoyolda, arac\u0131n \u00f6n\u00fcnde bir kamyon LiDAR sens\u00f6r\u00fcn\u00fcn ilerideki yolu alg\u0131lamas\u0131n\u0131 engelliyor olabilir.\u00a0Bu durumda s\u00fcr\u00fcc\u00fcs\u00fcz arabam\u0131z \u00f6n\u00fcn\u00fc g\u00f6remeyecek.\u00a0Bununla birlikte, g\u00fcvenilir bir HD harita ve GPS sinyali ile arac\u0131m\u0131z, \u00f6n\u00fcnde ne oldu\u011funa dair (bir sonraki kav\u015fak veya \u00e7\u0131k\u0131\u015f olup olmad\u0131\u011f\u0131) iyi bir fikre sahip olabilir.<\/span><\/p><p><span>Sonu\u00e7ta bir durum tahmincisi, otonom ara\u00e7taki birden fazla sens\u00f6rden veri alacak ve birle\u015ftirecek.\u00a0T\u00fcm sens\u00f6rler ayn\u0131 h\u0131zda veri g\u00f6ndermez.\u00a0Bir LiDAR sistemi milisaniye ba\u015f\u0131na \u00e7ok say\u0131da titre\u015fim sa\u011flayabilirken GPS&#8217;in g\u00fcncellenmesi daha uzun s\u00fcrer.\u00a0Durum tahmincisi \u00e7e\u015fitli girdilerden gelen de\u011ferleri birle\u015ftirir.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32f7503 elementor-widget elementor-widget-heading\" data-id=\"32f7503\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. HAREKET Y\u00d6NET\u0130C\u0130S\u0130\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32d7de4 elementor-widget elementor-widget-text-editor\" data-id=\"32d7de4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Hareket planlay\u0131c\u0131s\u0131 hareketten sorumludur.\u00a0Dahas\u0131, hareket planlay\u0131c\u0131,\u00a0yapay zekan\u0131n\u00a0arac\u0131 \u00f6nceden belirlenmi\u015f rotaya g\u00f6re \u00e7al\u0131\u015ft\u0131rd\u0131\u011f\u0131 yerdir.\u00a0E\u011fer s\u00fcr\u00fcc\u00fcs\u00fcz bir arabay\u0131 A noktas\u0131ndan B noktas\u0131na g\u00f6t\u00fcrmek istiyorsak ilk se\u00e7enek ileri gitmek (ya da geri gitmek ya da d\u00f6nmek) olabilir.\u00a0Hareket planlay\u0131c\u0131s\u0131, arac\u0131n hedefine ula\u015fmas\u0131 i\u00e7in hangi manevralar\u0131n gerekli oldu\u011funu belirlemekten sorumludur.<\/p><p>Durum tahmincisi, arac\u0131n rotas\u0131n\u0131 engelleyen bir engel oldu\u011funda arac\u0131n bunu bilmesine yard\u0131mc\u0131 oldu\u011fu gibi, hareket planlay\u0131c\u0131s\u0131 da acil durdurma \u00e7a\u011fr\u0131s\u0131 yapmaktan sorumludur.\u00a0Benzer \u015fekilde, arac\u0131n \u015ferit de\u011fi\u015ftirme zaman\u0131 geldi\u011finde hareket planlay\u0131c\u0131 \u015ferit de\u011fi\u015ftirme manevras\u0131n\u0131 \u00e7a\u011f\u0131r\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2b2efd elementor-widget elementor-widget-image\" data-id=\"f2b2efd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"396\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/otonom-otomobil.jpg\" class=\"attachment-large size-large wp-image-5644\" alt=\"otonom-ara\u00e7\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/otonom-otomobil.jpg 800w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/otonom-otomobil-300x149.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/otonom-otomobil-768x380.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/otonom-otomobil-18x9.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">otonom-ara\u00e7<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3e958a elementor-widget elementor-widget-heading\" data-id=\"d3e958a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar\u0131n Faydalar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b22f3a elementor-widget elementor-widget-text-editor\" data-id=\"7b22f3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Kendi kendini s\u00fcren otomobiller i\u00e7in y\u00fcksek d\u00fczeyde \u00f6zerkli\u011fe ula\u015ft\u0131\u011f\u0131m\u0131zda, bu art\u0131k zihniyetimizi de\u011fi\u015ftirme ve bu ara\u00e7lara g\u00fcvenmeyi \u00f6\u011frenme meselesi haline gelecektir.\u00a0S\u00fcr\u00fcc\u00fcs\u00fcz arabalar\u0131 benimseyen bir toplum olarak elde edebilece\u011fimiz faydalardan baz\u0131lar\u0131 \u015funlard\u0131r.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-461ab56 elementor-widget elementor-widget-heading\" data-id=\"461ab56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">KAZA ORANLARININ AZALTILMASI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7035cce elementor-widget elementor-widget-text-editor\" data-id=\"7035cce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Otonom ara\u00e7lar\u0131n en \u00f6nemli \u00f6zelliklerinden biri ba\u011flanabilirliktir.\u00a0Otonom ara\u00e7lar\u0131n\u00a0yollarda\u00a0birbirine ba\u011flanmas\u0131, ara\u00e7lar\u0131n yoldaki veya yak\u0131ndaki kazalardaki sorunlar\u0131 birbirleriyle payla\u015fabilmesi anlam\u0131na geliyor.\u00a0Ba\u011flant\u0131 olmasa bile otonom ara\u00e7larla dolu bir yol, yorgun, dikkati da\u011f\u0131lm\u0131\u015f veya sarho\u015f s\u00fcr\u00fcc\u00fclerin olmad\u0131\u011f\u0131 bir yol anlam\u0131na gelir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-296fd97 elementor-widget elementor-widget-heading\" data-id=\"296fd97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">YA\u015eLILAR VE ENGELL\u0130 K\u0130\u015e\u0130LER \u0130\u00c7\u0130N GEL\u0130\u015eT\u0130R\u0130LM\u0130\u015e HAREKETL\u0130L\u0130K\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8164dd4 elementor-widget elementor-widget-text-editor\" data-id=\"8164dd4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>S\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar\u0131n norm haline geldi\u011fi bir d\u00fcnya, ya\u015fl\u0131lar\u0131n ve engellilerin ula\u015f\u0131m ve eri\u015filebilirlik a\u00e7\u0131s\u0131ndan daha az s\u0131n\u0131rl\u0131 olaca\u011f\u0131 anlam\u0131na gelecektir.\u00a0Herhangi bir nedenle ara\u00e7 kullanamayan veya ehliyeti olmayan ki\u015filer, endi\u015felenmeden kendi yiyeceklerini alabilecek veya doktor randevular\u0131na gidebilecek.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-757e017 elementor-widget elementor-widget-heading\" data-id=\"757e017\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">H\u0130ZMET OLARAK S\u00dcR\u00dcC\u00dcS\u00dcZ ARABALAR \n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e408f51 elementor-widget elementor-widget-text-editor\" data-id=\"e408f51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bug\u00fcn bir arabaya ihtiyac\u0131n\u0131z varsa, yaln\u0131zca arabay\u0131 sat\u0131n alman\u0131z veya kiralaman\u0131z gerekmez, ayn\u0131 zamanda bir garaja veya park alan\u0131na da ihtiyac\u0131n\u0131z vard\u0131r; araban\u0131z\u0131 g\u00f6t\u00fcrd\u00fc\u011f\u00fcn\u00fcz her yere park etmeniz gerekti\u011fi ger\u00e7e\u011finden bahsetmeye bile gerek yok.\u00a0Ayr\u0131ca sigortaya ve gaza da ihtiyac\u0131n\u0131z olacak.\u00a0Bu masraflar h\u0131zla birikir.\u00a0<\/p><p>Web sunucular\u0131nda durum b\u00f6yleydi.\u00a0Bir web uygulamas\u0131 veya arka u\u00e7\u00a0hizmeti gerektiren bir i\u015f geli\u015ftirmek istiyorsan\u0131z,\u00a0bir sunucuya \u00e7ok para harcaman\u0131z gerekiyordu.\u00a0Bulut bili\u015fim\u00a0bize SaaS fikrini getirdi.\u00a0SaaS\u00a0\u00fcr\u00fcnleriyle\u00a0daha az \u00f6n \u00f6deme yapars\u0131n\u0131z, istedi\u011finiz ana \u00fcr\u00fcn\u00fc al\u0131rs\u0131n\u0131z ve \u015firketin t\u00fcm altyap\u0131 detaylar\u0131yla ilgilenmesine izin verirsiniz.\u00a0Yani her g\u00fcn yaln\u0131zca bir saatlik bir sunucu istiyorsan\u0131z, her g\u00fcn yaln\u0131zca bir saat i\u00e7in \u00f6deme yapars\u0131n\u0131z.\u00a0Google Cloud Platform ve Amazon Web Services&#8217;in\u00a0arkas\u0131ndaki i\u015f modeli budur\u00a0.<\/p><p>Gelecekte otonom ara\u00e7lara eri\u015fim, t\u0131pk\u0131\u00a0Uber&#8217;in ki gibi bir araba talep edebilece\u011fimiz anlam\u0131na gelebilir.\u00a0\u0130\u015fe veya b\u00fcy\u00fck e\u011flence etkinliklerine ara\u00e7 payla\u015f\u0131m\u0131 i\u00e7in otonom filo hizmet \u00fccreti \u00f6dedi\u011finiz bir d\u00fcnya hayal edin.\u00a0Toplu ta\u015f\u0131maya benziyor ancak daha kesin ve (potansiyel olarak) eri\u015filebilir.\u00a0Bu hizmetlerin fiyat\u0131 potansiyel olarak kentsel alanlarda o kadar rekabet\u00e7i hale gelebilir ki, araba sahibi olma zorunlulu\u011fumuzu ortadan kald\u0131r\u0131r ve bunun yerine araba hizmetini yaln\u0131zca ihtiyac\u0131m\u0131z oldu\u011fu s\u00fcrece sat\u0131n al\u0131r\u0131z.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e91a17 elementor-widget elementor-widget-heading\" data-id=\"9e91a17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar\u0131n Zorluklar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3d44b9 elementor-widget elementor-widget-text-editor\" data-id=\"a3d44b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Maksimum \u00f6zerklik seviyesine ula\u015fma konusunda s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar\u0131n kar\u015f\u0131la\u015ft\u0131\u011f\u0131 iki teknik zorluk vard\u0131r: hareket hastal\u0131\u011f\u0131 ve kaza sorumlulu\u011fu.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17995af elementor-widget elementor-widget-heading\" data-id=\"17995af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">YOL TUTMASI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f92a1a5 elementor-widget elementor-widget-text-editor\" data-id=\"f92a1a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Hareket hastal\u0131\u011f\u0131, g\u00f6rd\u00fc\u011f\u00fcn\u00fcz hareketin i\u00e7 kula\u011f\u0131n\u0131z\u0131n bekledi\u011finden farkl\u0131 olmas\u0131 durumunda ortaya \u00e7\u0131kar.\u00a0Bu, hareket halindeki bir ara\u00e7ta kitap okumaya \u00e7al\u0131\u015fan baz\u0131 ki\u015filerin ba\u015f\u0131na gelir.\u00a0Otonom ara\u00e7larda hareket rahats\u0131zl\u0131\u011f\u0131 olas\u0131l\u0131\u011f\u0131n\u0131 art\u0131ran iki fakt\u00f6r vard\u0131r.\u00a0\u0130lk olarak, arac\u0131n nereye ve ne zaman hareket edece\u011fini tahmin edemiyorsan\u0131z, hareket hastal\u0131\u011f\u0131 geli\u015ftirebilirsiniz.\u00a0\u0130kinci olarak, e\u011fer g\u00f6zlerinizi hareket alan\u0131nda tutmazsan\u0131z kolayl\u0131kla hareket rahats\u0131zl\u0131\u011f\u0131na yakalanabilirsiniz.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44cb8f9 elementor-widget elementor-widget-heading\" data-id=\"44cb8f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">KAZA SORUMLULU\u011eU\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c473688 elementor-widget elementor-widget-text-editor\" data-id=\"c473688\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>S\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar ba\u011flam\u0131nda kaza sorumlulu\u011fu, s\u00fcr\u00fcc\u00fcs\u00fcz arac\u0131n neden oldu\u011fu kazadan sorumlu ki\u015fiyi ifade eder.\u00a0En y\u00fcksek \u00f6zerklik seviyesine yakla\u015ft\u0131k\u00e7a, otonom ara\u00e7lara y\u00f6nelik yeni tasar\u0131mlar g\u00f6sterge paneli, direksiyon simidi veya fren pedallar\u0131n\u0131 i\u00e7ermeyecek.\u00a0Bir araba herhangi bir insan girdisi almazsa kolluk kuvvetleri ve\u00a0sigorta \u015firketlerinin sorumlulu\u011fu belirlemesi \u00e7ok daha zor hale gelir.\u00a0Eyalet ve federal yasa koyucular\u0131n, otomobil \u00fcreticisi ile otonom arac\u0131n yolcular\u0131 aras\u0131ndaki sorumlulu\u011fa nas\u0131l karar verece\u011fimizi belirlemek i\u00e7in m\u00fcdahil olmalar\u0131 gerekecek.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7eaef elementor-widget elementor-widget-image\" data-id=\"9c7eaef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/360_F_196141334_geu2GeU6NOOXr3xvNWguz8xnTeQo2JCZ.jpg\" class=\"attachment-large size-large wp-image-5646\" alt=\"\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/360_F_196141334_geu2GeU6NOOXr3xvNWguz8xnTeQo2JCZ.jpg 640w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/360_F_196141334_geu2GeU6NOOXr3xvNWguz8xnTeQo2JCZ-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/360_F_196141334_geu2GeU6NOOXr3xvNWguz8xnTeQo2JCZ-18x10.jpg 18w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">otonom-ara\u00e7-sens\u00f6r\u00fc<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b4fcfa9 elementor-widget elementor-widget-heading\" data-id=\"b4fcfa9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">S\u00fcr\u00fcc\u00fcs\u00fcz Arabalar\u0131n Tarihi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76c3d59 elementor-widget elementor-widget-text-editor\" data-id=\"76c3d59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Kendi kendine giden araba fikri,\u00a0<\/span><span>Houdina Radyo Kontrol \u015firketinin New York&#8217;ta radyo kontroll\u00fc bir ara\u00e7 sergiledi\u011fi\u00a0<\/span><a href=\"https:\/\/www.discovermagazine.com\/technology\/the-driverless-car-era-began-more-than-90-years-ago\" target=\"_blank\" rel=\"noopener\"><span>1920&#8217;lere kadar uzan\u0131yor.\u00a0<\/span><\/a><span>1950&#8217;lerde\u00a0<\/span><a href=\"https:\/\/computerhistory.org\/blog\/where-to-a-history-of-autonomous-vehicles\/?key=where-to-a-history-of-autonomous-vehicles\" target=\"_blank\" rel=\"noopener\"><span>RCA Laboratuvarlar\u0131 ve General Motors,<\/span><\/a><span>\u00a0yollar\u0131n alt\u0131na kurulan \u00f6zel devrelerle kontrol edilecek otonom ara\u00e7lara ili\u015fkin fikirlerini g\u00f6sterdiler (tramvaylar\u0131n yaln\u0131zca raylar\u0131n yer alt\u0131nda oldu\u011funu d\u00fc\u015f\u00fcn\u00fcn).<\/span><\/p><p><span>Yapay zekadaki ilerlemeler, s\u00fcr\u00fcc\u00fcs\u00fcz arabalar\u0131n ger\u00e7e\u011fe d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesinde \u00f6zellikle \u00f6nemli oldu.\u00a0Evri\u015fimli sinir a\u011flar\u0131 (CNN),\u00a0<\/span><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/6795724\" target=\"_blank\" rel=\"noopener\"><span>geri yay\u0131l\u0131m<\/span><\/a><span>\u00a0(ilk olarak 1989&#8217;da pratik olarak uyguland\u0131) ve Max Pooling (ilk olarak 1992&#8217;de\u00a0<\/span><a href=\"http:\/\/www.cse.msu.edu\/~weng\/research\/CresceptronIJCNN1992.pdf\" target=\"_blank\" rel=\"noopener\"><span>Cresceptron \u00e7er\u00e7evesi<\/span><\/a><span>\u00a0olarak tan\u0131t\u0131ld\u0131) gibi makine \u00f6\u011frenimi teknikleri, modern bilgisayar g\u00f6r\u00fc\u015f\u00fcn\u00fcn<\/span><span> yap\u0131 ta\u015flar\u0131 haline geldi.<\/span><\/p><p><span>Bilgisayarl\u0131 g\u00f6rme alan\u0131ndaki en son geli\u015fmeler sayesinde, nesne tespiti ve tan\u0131ma i\u00e7in hayati \u00f6nem ta\u015f\u0131yan kameralar, otonom ara\u00e7larda \u00f6nemli sens\u00f6rler haline geldi.\u00a0<\/span><\/p><p><span>2004&#8217;ten 2007&#8217;ye kadar Amerika Birle\u015fik Devletleri Savunma \u0130leri Ara\u015ft\u0131rma Projeleri Ajans\u0131 (DARPA) \u00fc\u00e7 zorlukla kar\u015f\u0131la\u015ft\u0131.\u00a0Bu m\u00fccadelelerde Mojave \u00e7\u00f6l\u00fcnde 150 mil yol kat edebilen otonom bir ara\u00e7 teslim edebilecek herhangi bir tak\u0131ma bir milyon dolarl\u0131k bir fiyat teklif ettiler.\u00a0\u0130lk m\u00fccadeleyi kimse bitirmedi.\u00a0\u0130kinci m\u00fccadelede\u00a0<\/span><a href=\"https:\/\/www.darpa.mil\/about-us\/timeline\/-grand-challenge-for-autonomous-vehicles\" target=\"_blank\" rel=\"noopener\"><span>parkuru be\u015f ara\u00e7 tamamlad\u0131<\/span><\/a><span>.\u00a0<\/span><\/p><p><span>2007 y\u0131l\u0131nda Darpa\u00a0<\/span><a href=\"https:\/\/www.darpa.mil\/about-us\/timeline\/darpa-urban-challenge\" target=\"_blank\" rel=\"noopener\"><span>\u00fc\u00e7\u00fcnc\u00fc ve son m\u00fccadelesini<\/span><\/a><span>\u00a0kentsel bir ortamda ger\u00e7ekle\u015ftirdi: Victorville, Kaliforniya.\u00a0Bu m\u00fccadelede ara\u00e7lar\u0131n\u00a0<\/span><a href=\"https:\/\/web.archive.org\/web\/20071031020921\/http:\/\/www.darpa.mil\/grandchallenge\/docs\/urb_challenge_announce.pdf\" target=\"_blank\" rel=\"noopener\"><span>trafikte ilerlemesi ve<\/span><\/a><span>\u00a0birle\u015fme, ge\u00e7me, park etme gibi bir dizi manevra yapmas\u0131 gerekiyordu.\u00a0\u00dc\u00e7\u00fcnc\u00fc yar\u0131\u015fmay\u0131\u00a0<\/span><span>Carnegie Mellon \u00dcniversitesi kazand\u0131.\u00a0<\/span><span>Bu zorluklar ve bunlar\u0131n \u00f6d\u00fclleri, ara\u015ft\u0131rmac\u0131lar\u0131n ve \u00f6\u011frencilerin s\u00fcr\u00fcc\u00fcs\u00fcz arabalarla ilgili ilk zamanlardaki sorunlar \u00fczerinde \u00e7al\u0131\u015fmalar\u0131 i\u00e7in b\u00fcy\u00fck bir te\u015fvikti.\u00a0Son m\u00fccadelede ara\u00e7lar\u0131n, yoldaki di\u011fer ara\u00e7lara verdikleri tepkilere dayal\u0131 olarak ger\u00e7ek zamanl\u0131 ak\u0131ll\u0131 kararlar vermeleri gerekiyordu.<\/span><\/p><p><span>G\u00fcn\u00fcm\u00fczde \u00e7o\u011fu otomobil \u015firketi, park yard\u0131m\u0131 veya \u00e7arp\u0131\u015fma tespiti gibi belirli d\u00fczeyde \u00f6zerklik sunuyor.\u00a0Dahas\u0131\u00a0<\/span><a href=\"https:\/\/waymo.com\/waymo-driver\/\" target=\"_blank\" rel=\"noopener\"><span>Waymo<\/span><\/a><span>\u00a0ve\u00a0<\/span><a href=\"https:\/\/www.tesla.com\/support\/autopilot\" target=\"_blank\" rel=\"noopener\"><span>Tesla<\/span><\/a><span>\u00a0gibi \u015firketler tam \u00f6zerklik pe\u015finde ko\u015fuyor.\u00a02014 y\u0131l\u0131nda\u00a0<\/span><a href=\"https:\/\/electrek.co\/guides\/tesla-autopilot\" target=\"_blank\" rel=\"noopener\"><span>Tesla Motors<\/span><\/a><span>\u00a0ilk Otopilot \u00f6zelli\u011fini duyurdu ve 2018&#8217;de\u00a0<\/span><a href=\"https:\/\/techcrunch.com\/2018\/12\/05\/waymo-launches-self-driving-car-service-waymo-one\/\" target=\"_blank\" rel=\"noopener\"><span>Waymo,<\/span><\/a><span>\u00a0Robotaxi ad\u0131nda otonom bir taksi hizmetini ba\u015flatt\u0131.<\/span><\/p><p><span>Uber ayr\u0131ca yemek da\u011f\u0131t\u0131m\u0131 ve taksi hizmetleri i\u00e7in s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lar \u00fcretme giri\u015fiminde bulundu.\u00a0<\/span><span>Ancak s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7 b\u00f6l\u00fcm\u00fcn\u00fc 2020&#8217;nin sonlar\u0131na do\u011fru Silikon Vadisi&#8217;ndeki\u00a0<\/span><a href=\"https:\/\/aurora.tech\/\" target=\"_blank\" rel=\"noopener\"><span>Aurora<\/span><\/a><span> adl\u0131 startup&#8217;a satt\u0131lar. Uber, s\u00fcr\u00fcc\u00fcs\u00fcz bir ara\u00e7 \u00e7\u0131karmak i\u00e7in Aurora ile\u00a0<a href=\"https:\/\/www.theguardian.com\/technology\/2020\/dec\/08\/uber-self-driving-car-aurora\" target=\"_blank\" rel=\"noopener\">ortakla\u015fa \u00e7al\u0131\u015f\u0131yor<\/a>\u00a0olsa da, ayn\u0131 zamanda Hyundai ile Aptiv aras\u0131nda bilinen bir ortak giri\u015fimle de\u00a0<a href=\"https:\/\/www.bizjournals.com\/pittsburgh\/inno\/stories\/profiles\/2022\/10\/12\/uber-motional-ride-hail-delivery-aurora.html\" target=\"_blank\" rel=\"noopener\">anla\u015fmaya vard\u0131.\u00a0<\/a><a href=\"https:\/\/motional.com\/\" target=\"_blank\" rel=\"noopener\">Motional<\/a>, Uber&#8217;e\u00a0<a href=\"https:\/\/www.theverge.com\/2022\/10\/6\/23388841\/uber-motional-robotaxi-autonomous-vehicle-deal-av\" target=\"_blank\" rel=\"noopener\">s\u00fcr\u00fcc\u00fcs\u00fcz bir filo sunmaya<\/a> daha yak\u0131n g\u00f6r\u00fcn\u00fcyor.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-03e471f elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"03e471f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-86fcd5b\" data-id=\"86fcd5b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3773a6 elementor-widget elementor-widget-image\" data-id=\"b3773a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b679a90 elementor-widget elementor-widget-heading\" data-id=\"b679a90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-112b942 elementor-widget elementor-widget-heading\" data-id=\"112b942\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13dd256 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"13dd256\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9556d52\" data-id=\"9556d52\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e0628ec elementor-widget elementor-widget-heading\" data-id=\"e0628ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53bff84 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"53bff84\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5640\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>S\u00fcr\u00fcc\u00fcs\u00fcz Araba Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r? S\u00fcr\u00fcc\u00fcs\u00fcz arabalar\u0131 d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcm\u00fczde, \u00e7o\u011fu zaman bizi insan m\u00fcdahalesi olmadan A noktas\u0131ndan B noktas\u0131na g\u00f6t\u00fcren ara\u00e7lar\u0131 hayal ederiz, peki bir arac\u0131&hellip;<\/p>","protected":false},"author":1,"featured_media":5643,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[106,17],"class_list":["post-5640","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-otonom-arac","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5640","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=5640"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5640\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5643"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}