Mô tả

ADAS (Advanced Driver Assistance Systems) are nowadays non-separable part of any new vehicle especially cars.. Depending upon the cost and model, one car can equipped from one to many ADAS functions which work to assist drivers on road and help to prevent danger situations which can cause fatal accidents. From last many years, automotive companies are working hard to bring advancement in available ADAS systems and also to develop many new.

According to the SAE levels defined for Autonomous Driving vehicles, ADAS plays prominent role to develop AD technology. Hence, if you are working in automotive industry (on any profile) or you are student who is dreaming to follow your passion in this industry, then gaining insights of the ADAS systems is very important.

Even though this technology is widely adapted, the literature and good explanation of major ADAS systems is rarely available at one place. When I started in Automotive Industry, I struggled a lot in my initial months, to understand and gather all the knowledge which can help me to work smoothly on the topics. In last few years, I have supervised many intern and thesis students and I had come across with the same questions by almost everyone. Even many times, people working in the industry, do not clearly understand this topic or sometimes mix one ADAS system with another and gets confused.

To overcome all these issues and to help to gain knowledge in this area, I have developed this course with concise content. This course will help you to understand about their origin, their role in AD, various sensors used in ADAS, role of Machine Learning and Deep Learning in ADAS, how they are tested in Industry and explanation of more than 20 ADAS systems which includes all major ADAS available in market with animations, industrial applications and block diagrams.

Kindly note that,

  • This course is theoretical but contains lot of industrial examples to provide practical understanding of the field.

  • It contains Quiz at the end of most of the sections to check your understanding of concepts.

  • Course provides (completely optional) programming activities to develop and test some ADAS systems in Python. But these activities are not required to completely understand the content of this course and hence can be skipped. But if you are interested, you can give a try.

Disclaimer:

1. During the course, many animations and videos from different car manufacturers are used. But they are only for education purpose and taken from sources which are available to public. I have no intention to market any kind of Technology through this course.

2. During the entire course, the credits and references are given to all the videos, animations, images, and other form of education material taken from various sources. The content is only used for providing practical understanding to the students who enroll in this course.


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Yêu cầu

Nội dung khoá học

8 sections

Introduction

2 lectures
Why this course ?
05:09
Course Outline
08:24

Advanced Driver Assitance Systems (ADAS)

7 lectures
Intro
03:06
What is ADAS ?
14:24
General Block Diagram
06:52
Role of ADAS towards Autonomous Driving
12:55
Some Terms and Definitions
18:51
Outro
01:45
Quiz
7 questions

Sensors in ADAS

8 lectures
Intro
10:41
Automotive Radar
20:47
Camera (Vision System)
16:12
Ultrasonic Sensor
07:42
Lidar
14:40
GNSS, GPS, IMU
15:06
Outo
05:57
Quiz
13 questions

Role of Machine Learning & Deep Learning in ADAS

5 lectures
Intro
04:06
ML & DL in ADAS - Overview
15:41
ML & DL in ADAS - Sensors and Sensor Fusion
13:58
ML & DL in ADAS - Processors
11:21
Outo
01:45

ADAS and Safety Systems - I

15 lectures
Intro
00:59
Adaptive Cruise Control (ACC)
24:51
Rear Cross Traffic Alert (RCTA)
16:11
Vehicle Exit Alert
10:13
Front Cross Traffic Alert
09:57
Forward Collision Warning
17:04
Vehicle Turn Assistance
09:42
Blind Spot Detection
15:05
Parking Assistance System
15:58
Intelligent Head Light Control
13:28
Occupant Protection System
13:11
Pedestrian Protection System
08:20
Evasive Steering Support
12:34
Outro
01:05
Quiz
10 questions

ADAS and Safety Systems - II

12 lectures
Intro
01:40
Traffic sign recognition System
13:44
Speed Limit Assist
08:29
Lane Departure Warning
10:47
360° surrounding view system
14:10
Driver Monitoring System
10:01
Driver Drowsiness detection
05:43
Emergency Brake Assist
11:07
Anti lock braking system
09:10
Cross Wind Assist
06:25
Outro
01:54
Quiz
5 questions

ADAS Testing

6 lectures
Intro
01:40
Testing of ADAS - Overview
16:28
Testing of ADAS - Simulation, SIL, HIL, DIL
13:49
Testing of ADAS - On Test Tracks
22:08
Outro
01:34
Quiz
7 questions

Wrap Up

4 lectures
Congratulations
03:35
Additional References
01:44
[optional] Coding Activities for ADAS Development using Python
09:04
My other Courses in ADAS/AD Domain
02:32

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