What you will learn

  • Understand ADAS technology & Sensors systems for ADAS

  • Gain exposure to Software & Hardware Architecture of ADAS

  • Build algorithms for ADAS using Matlab, Simulink & Stateflow

  • Gain the practical exposure to controls systems & implement in ADAS algorithms

  • Build & master the Cruise Control & Adoptive Cruise Control ADAS feature

About this Micro-Specialization

In this micro-specialization, you will learn about the ADAS technology, Sensors, System design & ADAS testing scenarios for project cases such as Cruise control & Adaptive cruise control features. In this micro-specialization, we will use tools such as Matlab, Simulink & Stateflow to analyze the system behavior and tune the controls for optimal performances. During the projects, you will analyze the model data for parameters such as vehicle Acceleration, Speed, Pedal position, Vehicle Position, Relative distance, and more. You will also test the model for different test scenarios.

Applied Projects

Every Micro-specialization includes hands-on projects to ensure the practical & project-based learning experience. In this micro-specialization, learners will work on Cruise Control System (CC) & Adaptive Cruise Control system (ACC) as their projects. You will build detailed mathematical models with fundamental equations (Simscape is not used), develop algorithms & control logic.

Detailed course content

1. Matlab, Simulink & State flow basics

 

Introduction to Matlab 

 

Foundation to Matlab GUI

Create & edit scripts

Introduction to Matlab syntaxes

Basic mathematical operations

Import data and export data into Matlab 

2D plotting & 3D plotting

Matlab functions

Basic Matlab programming

 

Introduction to Matlab-Simulink

 

Foundation to Matlab-Simulink GUI

Simulink library & features

The practice of commonly used Simulink blocks

Simulink operations

Projects to practice Matlab-Simulink

Vehicle aerodynamic force modeling

Thermal modeling of house

Nickel Metal Hydride Battery modeling

 

Introduction to Stateflow

 

Foundation to Stateflow GUI

State machines & flow charts

Transition elements

Default transition

Simple & complex transition

Self-loop transition

Chart initialization

State actions ( En, du, Exit)

Junctions

Condition event & condition action



2. Introduction to ADAS technologies 

 

Introduction to Advanced driver assistance system (ADAS)

Need & Purpose of ADAS

Phases of road accidents 

ADAS Software Architecture

 

Overview of different ADAS Systems

Cruise control

Adaptive Cruise Control

Blindspot detection

Forward collision warning

Lane departure warning

 

3. Control systems basics for ADAS

 

Intro to Control systems

Controllers systems developments & representation

Controller selection (P controller & PI controller)

Controller comparisons

Controller design & equations derivation with example

PID tuning basics

 

4. Cruise control modeling & simulation Project -1

 

Intro to Drive cycles

Intro to Cruise control system

Cruise control need & purpose

Pros & cons of Cruise control

Driver model derivation 

Cruise control algorithm

Cruise control modeling & simulations

Results & discussions

 

5. Adaptive cruise control Modeling & Simulation Project-2

 

Different Cruise control systems

Cruise control 

Adaptive Cruise Control (ACC)

Adaptive Cruise control with go & stop 

Predictive Cruise control

 

Sensors in ACC

RADAR

Camera

Sensors comparison metrics & Configurations

Software & Hardware configurations analysis 

Adaptive cruise control Flow diagram

Adaptive cruise control algorithm analysis

Adaptive cruise control feature/algorithm modeling

Adaptive cruise control modeling & simulations

Results & discussions

 

Certification program offered by

Globally valid

“Decibels Lab is a Gov. of India recognised start-up under Start-up India by Ministry of Commerce & Industry. Located in Bangalore, involved in R&D of electric vehicle technologies, engineering services & online course development. Decibels has served over 10000+ learners from 8+ countries including participants from OEM’s, Tier 1/2/3 suppliers, academia & research.”

Pre-requisites 

None (Course will be taught from fundamentals)

Mode of delivery

Online

Software used

Matlab, Simulink & Stateflow

Applicable for

 This course is for engineers who would like to build a career in ADAS, Autonomous Systems, Mechatronics & more.

Session formats

 Enrolled participants will get access to pre-recorded course lectures In decibels LMS. You can learn the courses as per your time planning. 

Doubt clarification

 Addressed during via Discussions option available at each lesson In our LMS. If the query needs a detailed discussion, we will support you through the zoom meeting. 

Course access duration

 5 months (150 days) 

Enroll now

  • Micro-Specialisation in Advance Driver Assistance Systems

    ₹34,999.00

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