波多野结衣办公室双飞_制服 丝袜 综合 日韩 欧美_网站永久看片免费_欧美一级片在线免费观看_免费视频91蜜桃_精产国品一区二区三区_97超碰免费在线观看_欧美做受喷浆在线观看_国产熟妇搡bbbb搡bbbb_麻豆精品国产传媒

Global EditionASIA 中文雙語Fran?ais
Business
Home / Business / Motoring

Self-driving cars must shift up a gear

By Andrea Deng | China Daily | Updated: 2017-06-13 07:18
Share
Share - WeChat

An autonomous car heads to Beijing from Chongqing in June last year. Equipped with multiple sensors, the car fully controls its own speed, braking and steering. [Photo/Xinhua]

Commuters may dream of autonomous vehicles that relieve the hassle of driving, but the reality of urban centers means the technology still has a way to go

Jayson Au had been cruising hassle-free in his Tesla Model S. He had turned on Autopilot, the car's driver assist feature, and was feeling relaxed as he passed through Hong Kong's Cross-Harbour Tunnel to pick up his family after a trip to Macao.

Suddenly, he was snapped awake by the din of an alarm.

He had fallen sleep, and the alarm was going off because his hands had slipped from the steering wheel. He had no idea how long he had been asleep - possibly a couple of minutes.

"I felt lucky that Autopilot really did steer for me," said the Hong Kong real estate agent, recalling the incident later. "But I also think it was Autopilot that lowered my awareness and caused me to fall asleep."

Au bought the Model S after the Hong Kong Special Administration Region approved limited use of Tesla's Autopilot system on city roads last year.

He was not alone. More than 7,000 electric cars were registered with the city's transportation authority by the end of November. Seven years ago, it was fewer than 100. The rapid rise has been fueled, in part, by large tax breaks for drivers who go green with environmentally friendly vehicles.

Tesla made $1 billion from the Chinese market last year, about 15 percent of its global revenue, and continues to hold the No 1 spot in Hong Kong.

However, the response from drivers to the company's Autopilot function has been mixed.

Elon Musk, the CEO of Tesla, has said Autopilot is "50 percent safer than a human driver". Yet Hong Kong motorists believe it will take some time before the technology is able to handle the traffic in one of the most densely populated cities in the world, where streets are packed with other vehicles, and pedestrians can come out of nowhere.

People experience Tesla's new product in 2015. The company has been developing autonomous cars in recent years. [Photo/Xinhua]

Bend sinister

Hong Kong doesn't have black-and-white regulations for e-vehicles with autonomous driving functions. In the case of Tesla, only assisted steering, lane change and auto parking functions were cleared for use after an evaluation by the transportation authority. The Summon function, which navigates a car in or out of a parking space using remote control, is not allowed.

Most people disable Autopilot on urban streets. Drivers like Au have to wait until they are on highways or in tunnels before turning on the function - and even then Tesla cars require them to rest their hands on the steering wheel at all times.

"If your hands are off the steering wheel for too long, the Autopilot function will be suspended temporarily. It's like the system is punishing you," Au said.

Although Tesla has named its system Autopilot, the company states the system is only partially autonomous - there to assist drivers, not take over.

That was the explanation the company gave last year when a driver who had activated Autopilot died on a highway in Florida, the United States, after his car hit a truck. An investigation found the driver, Joshua Brown, 40, had been watching a Harry Potter movie at the time of the crash.

It was the first known fatality involving Tesla's Autopilot. In response, the automaker issued a statement that the accident was only the first after 209 million kilometers of Autopilot driving, compared with the US average of one fatality for every 151 million km for all types of vehicles.

After months of using Autopilot, Au does not trust the system entirely to drive hands-free, but he does believe it is useful.

"If you're always in the car, especially if you're driving for a long distance, you get tired easily," he said. "Driving through the Cross-Harbour Tunnel usually takes about a minute. During that time, I can relax my feet a little."

Au lives in a village in Sai Kung, about a 40-minute drive from Hong Kong Island, and the nature of his work as a realtor requires him to drive a lot.

"I usually turn on the Autopilot function when I'm in the tunnel, because you don't have to change lane and there are hardly any bends," he said. "But when I reach the end of the tunnel, when two lanes turn into more lanes, I'd suggest turning off Autopilot because the car can't seem to find the right lane and it sways about. I take over steering until it's in the lane I want."

China Daily recently took a spin with Au in his Model S. As he drove along the 3-km section of the Island Eastern Corridor expressway from Causeway Bay to North Point, he turned on Autopilot.

"Actually, I don't always use Autopilot here because there are quite a few bends. But let's try," he said, adding that his car does not usually steer well if there are too many bends, and sometimes he feels it gets too close to vehicles in the next lane.

On that day, however, the autonomous steering was doing OK. Au gave a signal to change to the right lane, and after about 5 seconds the car found a gap and steered over. The car was traveling at 70 km/h, and Autopilot was autonomously adjusting the distance from the car in front. Au could set the distance at a length of one, two or three cars.

"There's one major defect of the system right now," he said. "It doesn't recognize traffic lights. For example, say I'm at a crossroads and the traffic light is red - if there is no car in front, the car will just go ahead. That's a big no-no."

Still, he said he believes Autopilot is safer than human drivers, and that the technology will eventually mature and be able to take on the bustling streets of Hong Kong.

To err is human

As carmakers and tech companies vie to make better autonomous technology, there already are self-driving trucks and self-driving ride-hailing services.

On the Chinese mainland, internet giant Baidu is working with BMW to develop and test such technology, with testing grounds in Shanghai as well as cities in Anhui and Zhejiang provinces.

Testing self-driving technology under actual road conditions on the mainland is against the law, so companies like Baidu and LeEco have headed to California in the US for road tests.

At this stage, autonomous vehicles are still better suited to the open road than busy urban streets, according to Liu Ming, associate professor at the Robotics Institute at Hong Kong University of Science and Technology, who said none of the models currently on the market are advanced enough to replicate the lightning-quick reflexes and decision-making ability needed for urban driving.

"Technically, it's easier to drive on the highway in driverless mode than to drive at a comparatively low speed in an environment where there are pedestrians, motorbikes and bicycles in front of the car. For this kind of situation, at the moment, it's not easy for (autopilot technology) to deal with," he said.

That milestone requires the evolution of "perception technology", which allows autonomous vehicles to be aware of what is going on around them, he explained. Cameras, radar and lasers act as sensors to detect nearby objects, but judgment about what to do is handled by artificial intelligence.

But Liu said further advancements are needed, as perception technology for self-driving cars has not matured enough to be effective in complex driving environments.

"When a human driver sees the car in front randomly weaving left to right, probably he or she will guess that the driver ahead is drunk or exhausted. The following driver will likely exercise extreme caution," he said. "That extra caution can't be triggered just from direct recognition that there is a car nearby. That judgment comes more from experience, or from other higher levels of understanding in this context."

He predicted it will take four or five years for that kind of technology to mature in autonomous cars. It will entail gathering even more transportation data to improve the judgment of autopilot systems, making it closer to a human's decision-making ability.

On top of all that, the proportion of e-vehicles on the roads will have to be a lot higher before autonomous driving achieves a safe level. Liu cited the example of Hong Kong's complex subway network, the Mass Transit Railway.

Within that network, each train is supplied with data on what is happening with other trains and on the platforms, and other information to ensure the system is safe and efficient.

"If you have all the cars driving on the roads with shared knowledge about what other cars want to do, it'll be much safer," Liu added.

Au believes that driverless cars are the future. But, he said, "I also believe that in such a populous city, the autopilot technology has to be very solid."

Life in the automatic lane

Level 0

An automated system issues warnings, but has no vehicle control.

Level 1: hands-on

Driver and automated system share control of the vehicle, such as cruise control (driver controls steering, automated system controls speed) and assisted parking (automated steering, manual speed). The driver must be ready to retake full control at any time.

Level 2: hands-off

An automated system takes full control of accelerating, braking and steering. The driver must monitor and be prepared to intervene at any time. Hands-off should not be taken literally.

Level 3: eyes-off

The driver can safely turn their attention from driving; for example, they can text or watch a movie. The automated system will handle situations that call for an immediate response, although the driver should be prepared to intervene in a particular time, specified by the manufacturer, when prompted by the vehicle.

Level 4: mind-off

Same as Level 3, but no driver attention is ever required - they can safely go to sleep or leave the driver's seat. Self-driving is supported only in limited areas (geofenced) or under special circumstances, like traffic jams. Otherwise, the vehicle must be able to safely abort the trip, such as by parking, if the driver does not retake control.

Level 5: wheel optional

No human intervention is required at any time, like a robotic taxi.

Source: Sae International

Top
BACK TO THE TOP
English
Copyright 1995 - . All rights reserved. The content (including but not limited to text, photo, multimedia information, etc) published in this site belongs to China Daily Information Co (CDIC). Without written authorization from CDIC, such content shall not be republished or used in any form. Note: Browsers with 1024*768 or higher resolution are suggested for this site.
License for publishing multimedia online 0108263

Registration Number: 130349
FOLLOW US
CLOSE
 
波多野结衣办公室双飞_制服 丝袜 综合 日韩 欧美_网站永久看片免费_欧美一级片在线免费观看_免费视频91蜜桃_精产国品一区二区三区_97超碰免费在线观看_欧美做受喷浆在线观看_国产熟妇搡bbbb搡bbbb_麻豆精品国产传媒
国产亚洲色婷婷久久| 青花影视在线观看免费高清| 91福利视频网站| 国产欧美精品一区二区色综合朱莉| 日本欧美加勒比视频| 亚洲美女在线播放| 欧美日本乱大交xxxxx| 亚洲狼人国产精品| 99国产精品国产精品毛片| 日本高清一二三区| 国产精品人成在线观看免费| 国产精品99久久久| jizzjizzjizz国产| 中文欧美字幕免费| 国产a级毛片一区| 天海翼在线视频| 国产精品理伦片| 成人福利在线看| 91精品福利在线| 一区二区三区在线免费| 久久久久亚洲av无码麻豆| 欧洲精品一区二区| 一区二区三区美女| 五月天丁香社区| 欧美一级片在线观看| 人人超碰91尤物精品国产| 加勒比一区二区| 久久综合色婷婷| 国产精品亚洲午夜一区二区三区| 亚洲女人久久久| 国产精品传媒视频| 91免费观看视频在线| 欧美日韩国产123区| 日韩中文字幕区一区有砖一区| 亚洲国产精品无码久久久久高潮 | 奇米精品一区二区三区在线观看 | 色欲人妻综合网| 中文字幕人成不卡一区| 91同城在线观看| 69堂成人精品免费视频| 美女一区二区在线观看| 91ts人妖另类精品系列| 亚洲人成7777| 小毛片在线观看| 久久无码av三级| 成人免费看片app下载| 欧美视频一二三区| 日韩成人一区二区三区在线观看| x88av在线| 国产精品色婷婷| 91精产国品一二三| 精品美女在线播放| 成人一区二区三区视频| 欧美日韩国产首页在线观看| 蜜桃在线一区二区三区| 国产精品精品软件男同| 一区二区国产视频| 成人国产精品久久久网站| 国产精品理伦片| 亚洲香蕉中文网| 国产午夜亚洲精品理论片色戒| aaa国产一区| 日韩欧美激情在线| 成人丝袜高跟foot| 91精品一区二区三区久久久久久| 国产在线播放一区三区四| 在线看国产一区| 久久99精品一区二区三区| 少妇丰满尤物大尺度写真| 久久一日本道色综合| 91丝袜国产在线播放| 精品国内二区三区| 性生活一级大片| 久久久午夜精品理论片中文字幕| 97久久超碰国产精品电影| 精品国产伦一区二区三区观看方式| eeuss鲁片一区二区三区在线看| 日韩一区二区精品| kk眼镜猥琐国模调教系列一区二区| 欧美一区二区三区在线观看视频| 丰满白嫩尤物一区二区| 欧美一区二区三区免费视频| 成人免费精品视频| 精品少妇一区二区三区在线视频| 91玉足脚交白嫩脚丫在线播放| 精品va天堂亚洲国产| 亚洲丝袜在线观看| 国产农村妇女精品| 久久无码人妻精品一区二区三区| 日韩伦理免费电影| 少妇太紧太爽又黄又硬又爽小说| 午夜婷婷国产麻豆精品| 国产成人无码aa精品一区| 精品一区二区三区在线播放视频| 欧美日韩免费一区二区三区视频| 国产不卡视频一区二区三区| 欧美大片在线观看一区| 国产人妻精品久久久久野外| 欧美国产一区视频在线观看| 黄色网址在线视频| 亚洲夂夂婷婷色拍ww47| 日韩福利小视频| 国内精品写真在线观看 | aaa欧美色吧激情视频| 久久久国产精品午夜一区ai换脸| 性高潮免费视频| 中文字幕一区二区三区四区不卡| 日本污视频网站| 蜜臀久久99精品久久久久久9| 欧美日韩在线播放一区| aaa欧美日韩| 中文字幕一区二区在线观看| 日本精品久久久久中文| 久久精品国产一区二区三| 欧美一区二区三区在线视频| 亚洲精品鲁一鲁一区二区三区 | 欧美色欧美亚洲另类二区| 成人精品一区二区三区中文字幕| 久久久亚洲高清| xxxx日本黄色| 精品一区二区三区在线观看国产| 欧美电影免费观看完整版| 亚洲色偷偷色噜噜狠狠99网 | 亚洲欧洲综合另类| 少妇aaaaa| 成人免费三级在线| 国产精品久久久一区麻豆最新章节| 成人一级片免费看| 激情欧美一区二区三区在线观看| 欧美成人一级视频| 熟女俱乐部一区二区| 蜜臀av性久久久久蜜臀aⅴ| 日韩亚洲欧美一区二区三区| 日本少妇毛茸茸| 日韩av不卡一区二区| 日韩欧美一二三| wwwwww日本| 韩国欧美国产一区| 国产色91在线| 国产天堂av在线| 99久久精品国产网站| 亚洲免费在线视频| 欧美日韩中文字幕一区二区| 国产精品无码自拍| 手机精品视频在线观看| 日韩欧美二区三区| 欧美人与性囗牲恔配| 久久福利资源站| 国产午夜精品一区二区三区四区| 国产精品视频看看| av不卡一区二区三区| 亚洲一区二区av电影| 91精品国产一区二区人妖| 亚洲天堂视频一区| 国产剧情一区在线| 亚洲欧洲无码一区二区三区| 在线视频一区二区免费| 亚洲午夜久久久久久久久| 日本亚洲电影天堂| 国产亚洲一区二区三区四区| 99热6这里只有精品| 99re这里都是精品| 日韩精品一卡二卡三卡四卡无卡| 2021中文字幕一区亚洲| 东方av正在进入| 无码人妻丰满熟妇啪啪网站| 蜜臀久久99精品久久久久久9| 国产三级欧美三级| 欧美主播一区二区三区| 特大黑人巨人吊xxxx| 国产剧情一区二区三区| 伊人夜夜躁av伊人久久| 日韩欧美一区二区三区在线| 国产第一页精品| 91丨九色porny丨蝌蚪| 日本不卡一二三| 国产精品日韩成人| 91麻豆精品国产91久久久资源速度| av网站免费在线看| 97久久超碰精品国产| 美女国产一区二区三区| 中文字幕在线观看不卡| 欧美一区午夜精品| 日韩国产第一页| 国产精品久久无码| 豆国产96在线|亚洲| 亚洲电影第三页| 国产欧美日本一区二区三区| 欧美色精品天天在线观看视频| 日本一级免费视频| 91丝袜美女网| 国产在线乱码一区二区三区| 亚洲综合小说图片| 国产亚洲视频系列| 制服丝袜亚洲色图| 中文字幕一区二区三区人妻| 成人的网站免费观看| 蜜臀av性久久久久蜜臀aⅴ流畅| **欧美大码日韩| 久久日一线二线三线suv|