{"id":10179,"date":"2021-11-12T10:39:45","date_gmt":"2021-11-12T10:39:45","guid":{"rendered":"https:\/\/knowhow.distrelec.com\/?p=10179"},"modified":"2022-02-14T16:09:55","modified_gmt":"2022-02-14T16:09:55","slug":"hur-sensorteknik-ar-nyckeln-for-autonoma-fordon","status":"publish","type":"post","link":"https:\/\/knowhow.distrelec.com\/sv\/transport-sv\/hur-sensorteknik-ar-nyckeln-for-autonoma-fordon\/","title":{"rendered":"Hur sensorteknik \u00e4r nyckeln f\u00f6r autonoma fordon"},"content":{"rendered":"\n<p><em>Sensorer \u00e4r en viktig del i alla moderna fordon. Sensorer anv\u00e4nds f\u00f6r att hj\u00e4lpa f\u00f6raren och ge kritiska s\u00e4kerhetsfunktioner. De anv\u00e4nds \u00e4ven f\u00f6r att p\u00e5skynda underh\u00e5ll av fordon n\u00e4r delar g\u00e5r s\u00f6nder eller \u00e4r i behov av regelbundet underh\u00e5ll.<\/em><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.distrelec.com\/global\/?search=sensors\" target=\"_blank\" rel=\"noreferrer noopener\">Se produktutbudet av sensorer<\/a><\/div>\n<\/div>\n\n\n\n<p>Sensorer \u00e4r i mycket en del av moderna fordon och \u00e4nnu mer n\u00e4r vi g\u00e5r mot framtiden f\u00f6r transporter. Sensorer spelar en avg\u00f6rande roll f\u00f6r att h\u00e5lla f\u00f6rare s\u00e4kra med hj\u00e4lp av en m\u00e4ngd olika tekniker som hj\u00e4lper f\u00f6raren. Sensorer anv\u00e4nds inte enbart f\u00f6r f\u00f6rare utan \u00e4ven f\u00f6r underh\u00e5llet av fordonet. Sensorer kan vidarebefordra realtidsinformation till tekniker och identifiera framtida och aktuella problem som beh\u00f6ver \u00e5tg\u00e4rdas.<\/p>\n\n\n\n<p>N\u00e4r vi n\u00e4rmar oss framtidens transporter blir autonoma, dvs sj\u00e4lvk\u00f6rande fordon allt vanligare. Vi har redan sett m\u00e5nga till\u00e4mpningar och f\u00f6rdelar med att anv\u00e4nda denna teknik, s\u00e4rskilt inom logistik- och leveranskedjan.<\/p>\n\n\n\n<p>Autonoma fordon erbjuder utm\u00e4rkta f\u00f6rdelar och bekv\u00e4mlighet f\u00f6r f\u00f6rare och passagerare. Det har vi redan sett detta tidigare med intelligent parkeringsteknik. Fordonen har sensorer som kan skanna n\u00e4rliggande omgivning och f\u00f6resl\u00e5 om parkeringsplatsen \u00e4r l\u00e4mplig och p\u00e5 egen hand k\u00f6ra in fordonet p\u00e5 parkeringsplatsen utan f\u00f6rarens ingripande. Detta \u00e4r endast tillg\u00e4ngligt tack vare framstegen inom fordonssensorteknologi.<\/p>\n\n\n\n<h2 id=\"autonoma-fordonssensorer\" class=\"wp-block-heading\">Autonoma fordonssensorer<\/h2>\n\n\n\n<figure class=\"wp-block-image alignwide size-large\"><img  loading=\"lazy\"  decoding=\"async\"  height=\"576\"  width=\"1024\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAJAAQMAAAApW4aWAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF5JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAO8GIk8AAbOpTZoAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-9712 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1024x576.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1024x576.jpg 1024w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-300x169.jpg 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-768x432.jpg 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1536x864.jpg 1536w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-2048x1152.jpg 2048w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-380x214.jpg 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-550x309.jpg 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-800x450.jpg 800w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1160x653.jpg 1160w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2.jpg 2309w\" ><\/figure>\n\n\n\n<p>Som du kan se fr\u00e5n infografiken ovan kan en stor m\u00e4ngd sensorer arbeta tillsammans f\u00f6r att g\u00f6ra ett fordon helt eller delvis autonomt. Autonoma sensorfordon s\u00e5g dagens ljus i och med Tesla Autopilot-tekniken 2014. Autopilotteknologin anv\u00e4nde en serie fordonssensorteknologier och ansluten fordonsteknik f\u00f6r att skapa ett helt autonomt fordon.<\/p>\n\n\n\n<h2 id=\"artificiell-intelligens-och-dess-betydelse\" class=\"wp-block-heading\">Artificiell intelligens och dess betydelse<\/h2>\n\n\n\n<p>Som n\u00e4mnts tidigare \u00e4r de flesta fordon under de senaste fem \u00e5ren beroende av att f\u00f6raren har kontroll \u00f6ver fordonet men med hj\u00e4lp av avancerade f\u00f6rarassistanssystem (ADAS)-niv\u00e5er av autonomi. ADAS \u00e4r kategoriserad i niv\u00e5er baserade p\u00e5 autonomi, och det finns totalt fem niv\u00e5er.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Niv\u00e5 0: ADAS-systemet kan inte styra bilen utan vidarebefordra endast information till f\u00f6raren.<\/li><li>Niv\u00e5 1 och 2: Dessa \u00e4r v\u00e4ldigt lika d\u00e4r f\u00f6raren g\u00f6r beslutsfattandet. Den huvudsakliga skillnaden \u00e4r att niv\u00e5 1 bara kan styra en enda funktion, medan niv\u00e5 2 kan styra flera funktioner.<\/li><li>Niv\u00e5 3-5: M\u00e4ngden kontroll ett fordon har \u00f6kar fr\u00e5n niv\u00e5 3 till 5. Niv\u00e5 5 \u00e4r helt autonom, d\u00e4r f\u00f6raren inte har n\u00e5gon inverkan eller kontroll \u00f6ver fordonet. Ett ADAS-system p\u00e5 niv\u00e5 3 eller 4 kan vara den automatiska parkeringen av fordonet.<\/li><\/ul>\n\n\n\n<p>Fr\u00e5gan som st\u00e4lls nu \u00e4r: Tillgodoser artificiell intelligens behoven hos det helt autonoma fordonet? AI och maskininl\u00e4rning h\u00e5ller redan p\u00e5 att bli en del av det moderna livet, men de kan inte enbart l\u00f6sa problem sj\u00e4lvst\u00e4ndigt. N\u00e4r de t\u00e4nker p\u00e5 hur autonoma fordon fungerar, f\u00f6rlitar de sig mycket p\u00e5 informationen kring deras rumsliga medvetenhet. Nyckeln f\u00f6r att erh\u00e5lla ADAS-niv\u00e5erna 3 till 5 f\u00f6rlitar sig p\u00e5 data som den tar emot fr\u00e5n fordonsdetekteringssensorer. I framtiden och redan p\u00e5 plats med vissa bilf\u00f6retags koncept, kommer autonoma fordon att kr\u00e4va \u00f6kad rumslig medvetenhet, i synnerhet med sv\u00e5ra v\u00e4derf\u00f6rh\u00e5llanden och besv\u00e4rlig terr\u00e4ng. Den \u00f6kade medvetenheten kommer att kr\u00e4va att objekt kartl\u00e4ggs n\u00e4ra varandra med en exakt plats f\u00f6r ytterligare precision. Det \u00e4r h\u00e4r vikten av att kombinera l\u00e4mpliga typer av sensorer g\u00f6r skillnad.<\/p>\n\n\n\n<h2 id=\"vikten-av-sensorer\" class=\"wp-block-heading\">Vikten av sensorer<\/h2>\n\n\n\n<p>Det handlar i slut\u00e4ndan om att sensorer \u00e4r nyckelf\u00f6raren i helt autonoma fordon. Om du t\u00e4nker p\u00e5 hur vi som m\u00e4nniskor fungerar m\u00e5ste vi anv\u00e4nda v\u00e5ra sensorer som lukt, syn, smak, k\u00e4nsel och h\u00f6rsel f\u00f6r att navigera oss i v\u00e4rlden. Vad h\u00e4nder n\u00e4r ett av dessa sinnen blir nedsatt? Din kropp m\u00e5ste \u00f6verkompensera f\u00f6r att hantera f\u00f6rlusten. Om du till exempel tappar h\u00f6rseln p\u00e5 ena \u00f6rat p\u00e5verkas balansen.<\/p>\n\n\n\n<h2 id=\"utmaningar\" class=\"wp-block-heading\">Utmaningar<\/h2>\n\n\n\n<p>Biltillverkare har m\u00e5nga utmaningar att leverera ett helt autonomt fordon, s\u00e5 vi har inte sett s\u00e5 mycket p\u00e5 v\u00e5ra v\u00e4gar.<\/p>\n\n\n\n<p>Vi vet att autonoma fordon i slut\u00e4ndan \u00e4r beroende av m\u00e5nga sensorer f\u00f6r att ge \u00e5terkoppling till styrsystemet. Dessa sensorer m\u00e5ste fungera under alla typer av f\u00f6rh\u00e5llanden, och i vissa fall kan extremt v\u00e4der f\u00f6rst\u00f6ra avl\u00e4sningarna.<\/p>\n\n\n\n<p>V\u00e4dret och andra milj\u00f6faktorer som tung trafik, smutsiga v\u00e4gskyltar och saknade v\u00e4gmarkeringar kan negativt p\u00e5verka noggrannheten av detekteringsf\u00f6rm\u00e5gan.<\/p>\n\n\n\n<p>De flesta autonoma fordon kommer att anv\u00e4nda artificiell intelligens och maskininl\u00e4rning f\u00f6r att bearbeta data fr\u00e5n sensorerna. Detta g\u00f6r att fordonet kan fatta r\u00e4tt beslut om sina handlingar. Maskininl\u00e4rning kommer att anv\u00e4nda sina algoritmer f\u00f6r att hj\u00e4lpa till att identifiera objekt och klassificera dem, s\u00e5som fordon, fotg\u00e4ngare, gatubelysning, gatuskyltar och annat. Fordonet kan sedan vidta \u00e5tg\u00e4rder som att styra, bromsa eller v\u00e4ja f\u00f6r att undvika ett f\u00f6rem\u00e5l.<\/p>\n\n\n\n<p>I framtiden kommer fordon att kunna g\u00f6ra denna objektdetektering och klassificering mycket mer effektivt och snabbare \u00e4n vi m\u00e4nniskor kan. F\u00f6r n\u00e4rvarande finns det ingen grund f\u00f6r att maskininl\u00e4rningsalgoritmer \u00e4r s\u00e4kra.<\/p>\n\n\n\n<p>Det finns ingen enhetlig \u00f6verenskommelse mellan biltillverkares standardiseringsorgan om hur maskininl\u00e4rning tr\u00e4nas, testas och valideras.<\/p>\n\n\n\n<p>Allm\u00e4nheten och andra trafikanter accepterar allm\u00e4nt den st\u00f6rsta utmaningen f\u00f6r autonoma fordon. Allm\u00e4nheten m\u00e5ste involveras i de kritiska besluten att inf\u00f6ra autonoma fordon. Utan det skulle autonom fordonsteknik kunna tillbakavisas.<\/p>\n\n\n\n<p>Nyckeln f\u00f6r adoption kommer genom samarbete \u00f6ver branschen, vilket i vissa fall \u00e4r mycket sv\u00e5rt. De flesta biltillverkare kommer att designa och bygga sina autonoma fordon p\u00e5 det s\u00e4tt de tycker \u00e4r b\u00e4st.<\/p>\n\n\n\n<p>Verkligt samarbete genom fordonsstandardbyr\u00e5er kan p\u00e5skynda tekniken och ge mycket s\u00e4krare fordon, f\u00f6rs\u00e4kran fr\u00e5n allm\u00e4nheten och i slut\u00e4ndan acceptans.<\/p>\n\n\n\n<h2 id=\"sammanfattning\" class=\"wp-block-heading\">Sammanfattning<\/h2>\n\n\n\n<p>Autonoma fordon n\u00e4rmar sig med stormsteg, och signifikanta biltillverkare har redan implementerat en del koncept och fallstudier. Att tillverka ett autonomt fordon \u00e4r utan tvekan en utmanande uppgift. Varje pusselbit m\u00e5ste passa f\u00f6r att det ska bli framg\u00e5ng och den kritiska delen \u00e4r sensortekniken. Utan p\u00e5litlig och exakt sensorteknik kan fordonet inte fatta det b\u00e4sta beslutet f\u00f6r sina handlingar och kan bli kostsamt.<\/p>\n\n\n\n<h2 id=\"rekommenderade-produkter\" class=\"wp-block-heading\">Rekommenderade Produkter<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Ambient Light Sensors, VCNL, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-14971 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfa.se\/sv\/ambient-light-sensors-vcnl-vishay\/pf\/3417537\" target=\"_blank\" rel=\"noreferrer noopener\">Visa r\u00e4ckvidd<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>IR Photodiodes, PIN, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-14988 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfa.se\/sv\/ir-photodiodes-pin-vishay\/pf\/1843260\" target=\"_blank\" rel=\"noreferrer noopener\">Visa r\u00e4ckvidd<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Ambient Light Sensors, VEM, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15005 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfa.se\/sv\/ambient-light-sensors-vem-vishay\/pf\/3417546\" target=\"_blank\" rel=\"noreferrer noopener\"> Visa r\u00e4ckvidd <\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Infrared Emitters, 0805, SurfLight, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15022 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfa.se\/sv\/infrared-emitters-0805-surflight-vishay\/pf\/3418832\" target=\"_blank\" rel=\"noreferrer noopener\"> Visa r\u00e4ckvidd <\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Phototransistor 850nm SMD, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15039 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg 1020w, 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r\u00e4ckvidd  <\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Fork Light Barriers, TCPT, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15056 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfa.se\/sv\/fork-light-barriers-tcpt-vishay\/pf\/3418846\" target=\"_blank\" rel=\"noreferrer noopener\">  Visa r\u00e4ckvidd  <\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"Sensorer \u00e4r en viktig del i alla moderna fordon. Sensorer anv\u00e4nds f\u00f6r att hj\u00e4lpa f\u00f6raren och ge kritiska&hellip;\n","protected":false},"author":4,"featured_media":9680,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_appearance_grid":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[957,250],"tags":[322,721,600],"coauthors":[],"class_list":{"0":"post-10179","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-automation","8":"category-transport-sv","9":"tag-artificiell-intelligens","10":"tag-autonoma-fordon","11":"tag-sensorer-2","12":"cs-entry","13":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Hur sensorteknik \u00e4r nyckeln f\u00f6r autonoma fordon - KnowHow<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/knowhow.distrelec.com\/sv\/transport-sv\/hur-sensorteknik-ar-nyckeln-for-autonoma-fordon\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hur sensorteknik \u00e4r nyckeln f\u00f6r autonoma fordon - KnowHow\" \/>\n<meta property=\"og:description\" content=\"Sensorer \u00e4r en viktig del i alla moderna fordon. 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