Advanced Driver Assistance Systems

本文介绍了多种高级驾驶辅助系统(ADAS),这些系统通过提供关键信息、自动化困难或重复的任务来提高行车安全性。文中详细列举了13种常见的ADAS技术,包括自适应巡航控制、自动刹车、盲点检测等。

from: http://cartech.about.com/od/Safety/tp/Advanced-Driver-Assistance-Systems.01.htm

Increasing Situational Awareness to Decrease Danger

Advanced driver assistance systems (ADAS) are technologies that provide a driver with essential information, automate difficult or repetitive tasks, and lead to an overall increase in car safety for everyone. Some of these technologies have been around for a long time, and they have already proven to result in an improved driving experience and better overall road safety. GPS navigation, for example, has become increasingly common in OEM infotainment systems since first being introduced in the 1990s.

However, a lot of ADAS are right on the cutting edge of emerging automotive technologies. Some of these systems will have the staying power to stick around, and you can expect to see at least a few of them in your next car. Others may fizzle and disappear or be replaced by better implementations of the same basic idea. Since ADAS rely on electronics and often include firmware elements, the development of these cutting edge systems is governed by international safety standards like IEC-61508 and ISO-26262.

The following ADAS are all available in production models from a variety of OEMS:

adaptive cruise control - Image courtesy of Radcliffe Dacanay, via Flickr (Creative Commons 2.0)
Image courtesy of Radcliffe Dacanay, via Flickr (Creative Commons 2.0)

1. Adaptive cruise control

This advanced driver assistance technology is especially useful on the highway, where drivers otherwise have to constantly monitor their cruise control systems for safety reasons. With advanced cruise control, a vehicle will automatically slow down or speed up in response to the actions of the car or truck in front of it. Most of these systems automatically shut off below a certain speed threshold, but others can even be used in stop and go traffic. More »

adaptive headlights - Image courtesy of Brett Levin, via Flickr (Creative Commons 2.0)
Image courtesy of Brett Levin, via Flickr (Creative Commons 2.0)

2. Adaptive light control

Adaptive light control systems are designed to help drivers see better and further in the darkness. This advanced driver assistance technology allows the headlights to swivel and rotate to better illuminate the roadway through corners and in other circumstances. More »
automatic braking - Image courtesy of Bryn Pinzgauer, via Flickr (Creative Commons 2.0)
Image courtesy of Bryn Pinzgauer, via Flickr (Creative Commons 2.0)

3. Automatic braking

Automatic braking is a precrash technology that is designed to reduce the severity of high speed collisions in the event of a lapse of driver attention. While some automatic braking systems can actually prevent collisions, they’re typically meant to slow the vehicle to the point where less damage is caused and fatalities are unlikely. More »

parallel parking sans automatic parking technology - Image courtesy of thienzieyung, via Flickr (Creative Commons 2.0)
Image courtesy of thienzieyung, via Flickr (Creative Commons 2.0)

4. Automatic parking

Automatic parking systems vary from one OEM to another, but most of them are designed to help a driver parallel park. Some of these systems can actually perform the entire job automatically, and others simply provide advice so that the driver knows when to turn the steering wheel and when to stop. More »
blind spot detection - Image courtesy of bluematrix, via Flickr (Creative Commons 2.0)
Image courtesy of bluematrix, via Flickr (Creative Commons 2.0)

5. Blind spot detection

Blind spot detection systems use a variety of sensors to provide a driver with vital information that would be difficult or impossible to come by through any other means. Some of these systems will sound an alarm if they sense the presence of an object within a blind spot, and other include cameras that can transmit an image to the head unit or another monitor. More »
collision avoidance - Image courtesy of Jeremy Noble, via Flickr (Creative Commons 2.0)
Image courtesy of Jeremy Noble, via Flickr (Creative Commons 2.0)

6. Collision avoidance systems

Collision avoidance systems use a variety of sensors to determine whether a vehicle is in danger of colliding with another object. These systems can typically sense the proximity of other vehicles, pedestrians, animals, and various roadway obstructions. When the vehicle is in danger of colliding with another object, the collision avoidance system will warn the driver. Some of these systems can also take other preventive actions, such as precharging the brakes or apply tension to the seat belts. More »
driver alertness - Image courtesy of Alan Cleaver, via Flickr (Creative Commons 2.0)
Image courtesy of Alan Cleaver, via Flickr (Creative Commons 2.0)

7. Driver drowsiness detection

Driver drowsiness or awareness detection systems use a number of different means to determine if a driver’s attention is starting to wander. Some of these systems look for the driver’s head to nod in a telltale motion that indicates sleepiness, and others use technology similar to lane detection warning systems. More »
GPS with traffic - Image courtesy of Robert Couse-Baker, via Flickr (Creative Commons 2.0)
Image courtesy of Robert Couse-Baker, via Flickr (Creative Commons 2.0)

8. GPS navigation

GPS navigation systems effectively replace bulky, cumbersome paper maps. These devices are often capable of providing vocal directions as well, which saves the driver from having to actually look at the screen. Some GPS navigation systems also provide live traffic data, which drivers previously had to obtain by listening to news radio stations. More »
hill descent control - Image courtesy of Studio TDES, via Flickr (Creative Commons 2.0)
Image courtesy of Studio TDES, via Flickr (Creative Commons 2.0)

9. Hill descent control

Hill descent control is an advanced driver assistance technology that makes it easier to descend steep inclines. These systems typically work by activating the brakes to automatically slow the vehicle, which works through the same basic mechanism that allows ABS, TCS, and other technologies to function. Some hill descent control systems allow the speed to be modified via the cruise control system, and they can typically be overridden by pressing either the brake or the accelerator. More »
intelligent speed adaptation - Image courtesy of John S. Quarterman, via Flickr (Creative Commons 2.0)

Image courtesy of John S. Quarterman, via Flickr (Creative Commons 2.0)


10. Intelligent speed adaptation

This advanced driver assistance system depends on a variety of information to help a driver maintain a legal speed. Since these systems monitor the current speed and compare it with the local speed limit, they only function in certain areas. More »


lane departure warning - Image courtesy of eyeliam, via Flickr (Creative Commons 2.0)
Image courtesy of eyeliam, via Flickr (Creative Commons 2.0)

11. Lane departure warning systems

Lane departure warning systems use a variety of sensors to make sure that a vehicle doesn’t leave its lane accidentally. If the system determines that the vehicle is drifting, it will sound an alarm so that the driver can take a corrective action in time to avoid hitting another car or running off the road. Lane keeping assistance systems go a step further and are actually capable of taking small corrective actions without any driver input. More »

automotive night vision - Image courtesy of Taber Andrew Bain, via Flickr (Creative Commons 2.0)
Image courtesy of Taber Andrew Bain, via Flickr (Creative Commons 2.0)

12. Night vision

Night vision systems allow drivers to see things that would otherwise be difficult or impossible to make out at night. There are a number of different implementations, all of which can be broken down into the categories of active and passive. Active night vision systems project infrared light, and passive systems rely on the thermal energy that emanates from cars, animals, and other objects. More »
TPMS - Image courtesy of Laura, via Flickr (Creative Commons 2.0)
Image courtesy of Laura, via Flickr (Creative Commons 2.0)

13. Tire pressure monitoring

Tire pressure monitoring systems provide the driver with information about the inflation level of each tire. Since the only other way to find out tire pressure involves getting out of the car, getting down on the ground, and physically checking each tire with a gauge, this represents a huge increase in convenience. More »



【轴承故障诊断】基于融合鱼鹰和柯西变异的麻雀优化算法OCSSA-VMD-CNN-BILSTM轴承诊断研究【西储大学数据】(Matlab代码实现)内容概要:本文提出了一种基于融合鱼鹰和柯西变异的麻雀优化算法(OCSSA)优化变分模态分解(VMD)参数,并结合卷积神经网络(CNN)与双向长短期记忆网络(BiLSTM)的轴承故障诊断模型。该方法利用西储大学公开的轴承数据集进行验证,通过OCSSA算法优化VMD的分解层数K和惩罚因子α,有效提升信号分解精度,抑制模态混叠;随后利用CNN提取故障特征的空间信息,BiLSTM捕捉时间序列的动态特征,最终实现高精度的轴承故障分类。整个诊断流程充分结合了信号预处理、智能优化与深度学习的优势,显著提升了复杂工况下轴承故障诊断的准确性与鲁棒性。; 适合人群:具备一定信号处理、机器学习及MATLAB编程基础的研究生、科研人员及从事工业设备故障诊断的工程技术人员。; 使用场景及目标:①应用于旋转机械设备的智能运维与故障预警系统;②为轴承等关键部件的早期故障识别提供高精度诊断方案;③推动智能优化算法与深度学习在工业信号处理领域的融合研究。; 阅读建议:建议读者结合MATLAB代码实现,深入理解OCSSA优化机制、VMD参数选择策略以及CNN-BiLSTM网络结构的设计逻辑,通过复现实验掌握完整诊断流程,并可进一步尝试迁移至其他设备的故障诊断任务中进行验证与优化。
评论
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值