Smart Mobility: ADAS, Autonomous, Connected
The ADAS, Autonomous, and Connected Vehicles course explains how cars sense, decide, and act. Learn ADAS and autonomous driving building blocks, from sensors to software. Study perception, sensor fusion, timing, latency, handover limits, and where machine learning fits. See how teams test, manage functional safety, and address cybersecurity. Link goals to architecture, data paths, and test plans. Review trade-offs and failure cases to design, integrate, and validate driver-assist and connected features.
$249.00 $279.00 11% OFF
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Program Overview
The course is structured into progressive modules covering hardware, software, algorithms, and system-level integration for ADAS and autonomous vehicles.
Key topics include:
✓ Introduction & Architecture: Fundamentals of autonomous driving, ADAS safety standards, and vehicle E/E architectures with bus systems such as CAN, LIN, and Ethernet.
✓ Sensors & Perception: Camera, radar, LiDAR, ultrasonic sensors, GPS, and data flow for localization and object detection.
✓ ADAS Features: Lane-keeping assist, collision warning, adaptive cruise control, cross-traffic alerts, and driver monitoring.
✓ AI & Data Processing: Machine learning, computer vision, decision-making algorithms, sensor fusion, and model-based development.
✓ Safety & Cybersecurity: Verification and validation, functional safety (ISO 26262), digital transformation, IoT, and threat mitigation.
✓ Regulatory & Integration: Legal and liability frameworks, embedded systems, system testing, and vehicle-level validation.
This modular approach builds end-to-end expertise in smart mobility systems.
Skills You Will Gain
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Program Instructor
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Dr. Ajay Palkar
33+ years of Product Design, Development & Management Consulting experience. An accomplished, performance-driven & focused professional having rich experience in Engineering & Management mainly focusing on Vehicle Integration (Mobility, Electrical & Electronics), Systems Engineering, Project Management, Strategic Planning & Business Development in the Automotive, Defense, and Industrial Automation & Instrumentation field. He did his Diploma & Bachelor of Engineering (Instrumentation), Master of Business Studies (Marketing Management), PhD (Product Lifecycle & Obsolescence Management).
Program Curriculum
4 Subjects
Course 01 - Foundations of ADAS and Autonomous Mobility
28 Exercises • 32 Learning Materials
Module 01 - Introduction to Autonomous Driving
[Learning Session] Driver Control
[Quick Knowledge Check] Driver Control
[Learning Session] Driver Control & Control Mechanism
[Quick Knowledge Check] Driver Control & Control Mechanism
[Learning Session] Controllers in Cars and Human Limitations
[Quick Knowledge Check] Controllers in Cars and Human Limitations
[Learning Session] Safety and ADAS
[Quick Knowledge Check] Safety and ADAS
[Learning Session] ADAS Standards
[Quick Knowledge Check] ADAS Standards
[Learning Session] ADAS Features
[Quick Knowledge Check] ADAS Features
Feedback Form - Introduction to Autonomous Driving
Summary - Introduction to Autonomous Driving
Module End Exam - Introduction to Autonomous Driving
Module 02 - Vehicle System Architectures, Bus System
[Learning Session] Need of Data Communications and Evolvement of EE Architecture
[Quick Knowledge Check] Need of Data Communications and Evolvement of EE Architecture
[Learning Session] Vehicle Bus: LIN, CAN
[Quick Knowledge Check] Vehicle Bus: LIN, CAN
[Learning Session] Vehicle Bus: Flex Ray, MOST
[Quick Knowledge Check] Vehicle Bus: Flex Ray, MOST
[Learning Session] Application of Bus System
[Quick Knowledge Check] Application of Bus System
[Learning Session] Vehicle Bus: Ethernet, Radio Frequency, Bluetooth
[Quick Knowledge Check] Vehicle Bus: Ethernet, Radio Frequency, Bluetooth
Feedback Form - Vehicle System Architectures, Bus System
Summary - Vehicle System Architectures, Bus System
Module End Exam - Vehicle System Architectures, Bus System
Module 03 - ADAS Sensors- Introduction
[Learning Session] ADAS Sensors & Features
[Quick Knowledge Check] ADAS Sensors & Features
[Learning Session] ADAS Sensors: CAMERA
[Quick Knowledge Check] ADAS Sensors: CAMERA
[Learning Session] ADAS Sensors: RADAR
[Quick Knowledge Check] ADAS Sensors: RADAR
Feedback Form - ADAS Sensors- Introduction
Summary - ADAS Sensors- Introduction
Module End Exam - ADAS Sensors- Introduction
Module 04 - LIDAR & Ultrasonic Sensors
[Learning Session] Ultrasonic Sensors Working
[Quick Knowledge Check] Ultrasonic Sensors Working
[Learning Session] Ultrasonic Sensor Pro and Cons
[Quick Knowledge Check] Ultrasonic Sensor Pro and Cons
[Learning Session] Lidar Basics
[Quick Knowledge Check] Lidar Basics
[Learning Session] Lidar Types & Inertial Measurement Unit
[Quick Knowledge Check] Lidar Types & Inertial Measurement Unit
[Learning Session] GPS & Optical Encoders
[Quick Knowledge Check] GPS & Optical Encoders
Feedback Form - LIDAR & Ultrasonic Sensors
Summary - LIDAR & Ultrasonic Sensors
Module End Exam - LIDAR & Ultrasonic Sensors
Module 05 - Network Organization
[Learning Session] Network Organization: CAN Message Format
[Quick Knowledge Check] Network Organization: CAN Message Format
[Learning Session] Illustration: Front Lighting
[Quick Knowledge Check] Illustration: Front Lighting
[Learning Session] Illustration: Window Motor
[Quick Knowledge Check] Illustration: Window Motor
Feedback Form - Network Organization
Summary - Network Organization
Module End Exam - Network Organization
Course End Exam - Foundations of ADAS and Autonomous Mobility
Course End Exam - Foundations of ADAS and Autonomous Mobility
Course 02 - ADAS Features, Validation, and Digital Transformation
36 Exercises • 41 Learning Materials
Module 01 - Level of Interventions
[Learning Session] Intelligent Functions & Intelligent Transport
[Quick Knowledge Check] Intelligent Functions & Intelligent Transport
[Learning Session] Level of Interventions
[Quick Knowledge Check] Level of Interventions
[Learning Session] Human Performance Capacity
[Quick Knowledge Check] Human Performance Capacity
[Learning Session] Adaptive Cruise Control
[Quick Knowledge Check] Adaptive Cruise Control
Feedback Form - Level of Interventions
Summary - Level of Interventions
Module End Exam - Level of Interventions
Module 02 - ADAS Features-1
[Learning Session] Front & Rear Cross Traffic Alert
[Quick Knowledge Check] Front & Rear Cross Traffic Alert
[Learning Session] Surround View Camera
[Quick Knowledge Check] Surround View Camera
Feedback Form - ADAS Features-1
Summary - ADAS Features-1
Module End Exam - ADAS Features-1
Module 03 - ADAS Features-2
[Learning Session] Vehicle Exit, Lane Departure Warning
[Quick Knowledge Check] Vehicle Exit, Lane Departure Warning
[Learning Session] Lane Keeping Assist, Forward Collision Warning
[Quick Knowledge Check] Lane Keeping Assist, Forward Collision Warning
[Learning Session] Autonomous Emergency Braking, Electronic Stability Control
[Quick Knowledge Check] Autonomous Emergency Braking, Electronic Stability Control
[Learning Session] Blind Spot Alert, Obstacle Aware Acceleration, Trailer Tow Assist
[Quick Knowledge Check] Blind Spot Alert, Obstacle Aware Acceleration, Trailer Tow Assist
[Learning Session] Antilock Braking System
[Quick Knowledge Check] Antilock Braking System
Feedback Form - ADAS Features-2
Summary - ADAS Features-2
Module End Exam - ADAS Features-2
Module 04 - ADAS Features-3
[Learning Session] Traffic Sign Recognition
[Quick Knowledge Check] Traffic Sign Recognition
[Learning Session] Driver Monitoring System
[Quick Knowledge Check] Driver Monitoring System
[Learning Session] Intelligent Headlight System
[Quick Knowledge Check] Intelligent Headlight System
[Learning Session] Pedestrian Protection System
[Quick Knowledge Check] Pedestrian Protection System
[Learning Session] ADAS Design Consideration: Camera
[Quick Knowledge Check] ADAS Design Consideration: Camera
[Learning Session] ADAS Design Consideration RADAR, Ultrasonic sensors
[Quick Knowledge Check] ADAS Design Consideration RADAR, Ultrasonic sensors
Feedback Form - ADAS Features-3
Summary - ADAS Features-3
Module End Exam - ADAS Features-3
Module 05 - ADAS: Verification and Validation
[Learning Session] Introduction & Need for Verification and Validation
[Quick Knowledge Check] Introduction & Need for Verification and Validation
[Learning Session] ADAS: V-Model
[Quick Knowledge Check] ADAS: V-Model
[Learning Session] ADAS: Design Verification and System Validation
[Quick Knowledge Check] Design Verification and System Validation
[Learning Session] ADAS: Integration Level Validation
[Quick Knowledge Check] Integration Level Validation
[Learning Session] ADAS: V&V Workflow, Vehicle Level Calibration & Validation
[Quick Knowledge Check] ADAS: V&V Workflow, Vehicle Level Calibration & Validation
[Learning Session] ADAS: Functional Safety
[Quick Knowledge Check] ADAS: Functional Safety
Feedback Form - ADAS: Verification and Validation
Summary - ADAS: Verification and Validation
Module End Exam - ADAS: Verification and Validation
Module 06 - Digital Transformation, IOT
[Learning Session] ADAS: Digital Transformation
[Quick Knowledge Check] ADAS: Digital Transformation
[Learning Session] ADAS: Key Drivers and Challenges in Digitalization
[Quick Knowledge Check] ADAS: Key Drivers and Challenges in Digitalization
[Learning Session] ADAS: Industry 4.0
[Quick Knowledge Check] ADAS: Industry 4.0
[Learning Session] ADAS: Internet of Things
[Quick Knowledge Check] Internet of Things
[Learning Session] ADAS: Artificial Intelligence
[Quick Knowledge Check] ADAS: Artificial Intelligence
[Learning Session] ADAS: Machine Learning
[Quick Knowledge Check] ADAS: Machine Learning
Feedback Form - Digital Transformation, IOT
Summary - Digital Transformation, IOT
Module End Exam - Digital Transformation, IOT
Course End Exam - ADAS Features, Validation, and Digital Transformation
Course End Exam - ADAS Features, Validation, and Digital Transformation
Course 03 - Intelligence and Fusion in Smart Mobility
33 Exercises • 38 Learning Materials
Module 01: AI, ML and DL
[Learning Session] Basics of AI, ML and Deep Learning
[Quick Knowledge Check] Basics of AI, ML and Deep Learning
[Learning Session] ML: Data and Data Sampling
[Quick Knowledge Check] ML: Data and Data Sampling
[Learning Session] Supervised and Unsupervised Machine Learning
[Quick Knowledge Check] Supervised and Unsupervised Machine Learning
Feedback Form - AI, ML and DL
Summary - AI, ML and DL
Module End Exam - AI, ML and DL
Module 02: Machine Learning
[Learning Session] ML: Data and Data Sampling
[Quick Knowledge Check] ML: Data and Data Sampling
[Learning Session] ML: Clustering
[Quick Knowledge Check] ML: Clustering
[Learning Session] ML: Neural Networks-1
[Quick Knowledge Check] ML: Neural Networks-1
[Learning Session] ML: Neural Networks-2
[Quick Knowledge Check] ML: Neural Networks-2
Feedback Form - Machine Learning
Summary - Machine Learning
Module End Exam - Machine Learning
Module 03: Computer Vision
[Learning Session] Random Forest Algorithm
[Quick Knowledge Check] Random Forest Algorithm
[Learning Session] Computer Vision - 1
[Quick Knowledge Check] Computer Vision - 1
[Learning Session] Computer Vision - 2
[Quick Knowledge Check] Computer Vision - 2
[Learning Session] Computer Vision - 3: CNN
[Quick Knowledge Check] Computer Vision - 3: CNN
[Learning Session] Computer Vision - Use Cases
[Quick Knowledge Check] Computer Vision - Use Cases
Feedback Form - Computer Vision
Summary - Computer Vision
Module End Exam - Computer Vision
Module 04: Decision Arbitration, PAC Learning
[Learning Session] Decision Arbitration: Basics and Types
[Quick Knowledge Check] Decision Arbitration: Basics and Types
[Learning Session] PAC Learning
[Quick Knowledge Check] PAC Learning
[Learning Session] Illustration: PAC Learning
[Quick Knowledge Check] Illustration: PAC Learning
[Learning Session] Reinforcement Learning
[Quick Knowledge Check] Reinforcement Learning
Feedback Form - Decision Arbitration, PAC Learning
Summary - Decision Arbitration, PAC Learning
Module End Exam - Decision Arbitration, PAC Learning
Module 05: Levels of Functionality, Multifunctional Architecture
[Learning Session] Autonomous Car Sensing System
[Quick Knowledge Check] Autonomous Car Sensing System
[Learning Session] Levels of Functionality
[Quick Knowledge Check] Levels of Functionality
[Learning Session] Multifunctional Architecture
[Quick Knowledge Check] Multifunctional Architecture
[Learning Session] Vehicle & ADAS Architecture
[Quick Knowledge Check] Vehicle & ADAS Architecture
Feedback Form - Levels of Functionality, Multifunctional Architecture
Summary - Levels of Functionality, Multifunctional Architecture
Module End Exam - Levels of Functionality, Multifunctional Architecture
Module 06: LIDAR, Sensor Fusion, MBD
[Learning Session] LIDAR
[Quick Knowledge Check] LIDAR
[Learning Session] LIDAR Interface & Function
[Quick Knowledge Check] LIDAR Interface & Function
[Learning Session] Sensor Fusion: Types and Level
[Quick Knowledge Check] Sensor Fusion: Types and Level
[Learning Session] Sensor Fusion: Architecture
[Quick Knowledge Check] Sensor Fusion: Architecture
[Learning Session] Sensor Fusion: KPIs, Design Considerations & Challenges
[Quick Knowledge Check] Sensor Fusion: KPIs, Design Considerations & Challenges
[Learning Session] Model Based Development
[Quick Knowledge Check] Model Based Development
Feedback Form - LIDAR, Sensor Fusion, MBD
Summary - LIDAR, Sensor Fusion, MBD
Module End Exam - LIDAR, Sensor Fusion, MBD
Course End Exam - Intelligence and Fusion in Smart Mobility
Course End Exam - Intelligence and Fusion in Smart Mobility
Course 04 - Legal Liabilities and Complainces for ADAS
32 Exercises • 36 Learning Materials
Module 01: Role of ML in ADAS
[Learning Session] Levels of Autonomy - ADAS Features
[Quick Knowledge Check] Levels of Autonomy - ADAS Features
[Learning Session] Motion Planning, Decision Making
[Quick Knowledge Check] Motion Planning, Decision Making
[Learning Session] Data-Driven Approach
[Quick Knowledge Check] Data-Driven Approach
[Learning Session] Finite State Machine & Trajectory Generation
[Quick Knowledge Check] Finite State Machine & Trajectory Generation
[Learning Session] Visual Odometry
[Quick Knowledge Check] Visual Odometry
Feedback Form - Role of ML in ADAS
Summary - Role of ML in ADAS
Module End Exam - Role of ML in ADAS
Module 02: Automotive Cybersecurity
[Learning Session] Automotive Cybersecurity: Introduction
[Quick Knowledge Check]Automotive Cybersecurity: Introduction
[Learning Session] Physical Access Risk and Mitigation
[Quick Knowledge Check] Physical Access Risk and Mitigation
[Learning Session] Remote Access Risk
[Quick Knowledge Check] Remote Access Risk
[Learning Session] Connected and Automated Vehicle Risks
[Quick Knowledge Check] Connected and Automated Vehicle Risks
[Learning Session] Telematics Access Risk
[Quick Knowledge Check] Telematics Access Risk
[Learning Session] EVSE Threats and Vulnerabilities
[Quick Knowledge Check] EVSE Threats and Vulnerabilities
Feedback Form - Automotive Cybersecurity
Summary - Automotive Cybersecurity
Module End Exam - Automotive Cybersecurity
Module 03: ADAS Liabilities & Legal issues
[Learning Session] Liabilities and Legal Issues
[Quick Knowledge Check] Liabilities and Legal Issues
[Learning Session] ADAS: Liabilities
[Quick Knowledge Check] ADAS: Liabilities
[Learning Session] ADAS Certification: Classical Approach
[Quick Knowledge Check] ADAS Certification: Classical Approach
[Learning Session] ADAS Certification: 3 Pillars and New Approach
[Quick Knowledge Check] ADAS Certification: 3 Pillars and New Approach
[Learning Session] ADAS Cybersecurity Standards and Landscape
[Quick Knowledge Check] ADAS Cybersecurity Standards and Landscape
Feedback Form - ADAS Liabilities & Legal issues
Summary - ADAS Liabilities & Legal issues
Module End Exam - ADAS Liabilities & Legal issues
Module 04: ADAS Issues System Testing
[Learning Session] ADAS Issues: System Issues and Defects
[Quick Knowledge Check] ADAS Issues: System Issues and Defects
[Learning Session] ADAS Issues: Functional Issues and Vehicle Level Testing
[Quick Knowledge Check] ADAS Issues: Functional Issues and Vehicle Level Testing
[Learning Session] ADAS System Testing - 1
[Quick Knowledge Check] ADAS System Testing - 1
[Learning Session] ADAS System Testing- Exit Warning, Lane Departure Warning, ACC
[Quick Knowledge Check] ADAS System Testing- Exit Warning, Lane Departure Warning, ACC
[Learning Session] ADAS System Testing- Lane Departure & Lane Keep Assist, Rear Cross Traffic
[Quick Knowledge Check] ADAS System Testing- Lane Departure & Lane Keep Assist, Rear Cross Traffic
Feedback Form - ADAS Issues System Testing
Summary - ADAS Issues System Testing
Module End Exam - ADAS Issues System Testing
Module 05: Embedded Systems, Standards
[Learning Session] Embedded System: Introduction and Types
[Quick Knowledge Check] Embedded System: Introduction and Types
[Learning Session] Real-Time Embedded Systems
[Quick Knowledge Check] Real-Time Embedded Systems
[Learning Session] Core of Embedded Systems
[Quick Knowledge Check] Core of Embedded Systems
[Learning Session] ASIC, PLDs, COTS
[Quick Knowledge Check] ASIC, PLDs, COTS
[Learning Session] Standards
[Quick Knowledge Check] Standards
Feedback Form - Embedded Systems, Standards
Summary - Embedded Systems, Standards
Module End Exam - Embedded Systems, Standards
Course End Exam - Legal Liabilities and Complainces for ADAS
Course End Exam - Legal Liabilities and Complainces for ADAS
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