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Supplying value. Advanced Driver Assistance: Modular Image Sensor Concept Vision

Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

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Page 1: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

Supplying value.

Advanced Driver Assistance:

Modular Image Sensor Concept

Vision

Page 2: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Integrated Passive and Active Safety Systems

Critical

ConditionNormal Driving Pre-Crash In-Crash Post-Crash

Accident avoidance

ADAS:

Blind Spot,

LDW, LCA,

Night View,

ACC ...

Post-Crash

system:

GSM, Tele-

metrics,

Rescue, ...

Active Safety Passive Safety

Reduction of accident

probability

Mitigation of accident impact

for passengers

Get ready

for the

accident

Vehicle Dynamics:

ABS, ASC, VSC,

BA, ...

Scope

System

Situation

Pre-Crash

system

Restraint

system

Accident happens

Pre-Safe

system

Cra

sh

Page 3: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

ADAS Technology Trends

CM

OS C

amer

a

24/7

7 G

Hz

Rad

ar

3D C

amer

a

Sensor

Technology

Computing

Hardware

Algorithms

Architecture

Cal

cula

tion

Spe

ed

HW

Pla

tform

s

Det

ectio

nan

d

Cla

ssifica

tion

Per

form

ance

Clie

nt/S

erve

r

SW

Pro

duct

Com

mun

icat

ion

Page 4: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

ADAS Overview

Sensing

Technologies:

Camera, Radar, Lidar, US

Navigation Data

Perception

Collision Assistance

Driver Status

Blind Spot

LDW (Lane De-

parture Warning)

Electronic

Drawbar

Advanced

Parking Aid

Night View

Lane

Keeping

ACC + Vision/

(Stop & Go)

Lane Change

AssistantCollision Warning)Pre-

Crash

Driver

Vigilance

Traffic Sign

Assistant

Driver

Monitoring

Occupant

Monitoring

Highway

AssistantCollision

Mitigation(Emergency Brake)

Electronic

Mirror

Page 5: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

ADAS Camera Applications

Lane Change Assistance

DriverVigilance

Night-View

Driver Monitoring

Lane ChangeAssistance

Occupant Monitoring

Object-

Detection

Lane-

Assistance

Rear

Camera

Front Camera

Page 6: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Modular ADAS Platform Concept

Software Frameworks and Development Tools

HMI Concepts and Technologies

ADAS Applications

Sensor Technologies and Controller Hardware

Front View Rear View Interior ViewSide View

Algorithms for Detection and Interpretation of Driving Environment

Page 7: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Key Components for

Advanced Driver Assistant Systems

Radar

n 77 GHz for far range

n 24 GHz for near range

Advantages

+ provides accurate

range and velocity

+ resistant to dirt and

rain, invisible mounting

Applications

- ACC, Pre Crash

- Near distance sensing

Video

n Monocular Vision

n Stereo Vision

Advantages

+ high angular resolution

+ emission free

Applications

- Occupant Monitoring

- Lane detection

- Object detection and

classification

SIT

n based on Laser and

CMOS technology

Advantages

+ high range and angular

resolution and accuracy

Applications

- Occupant Monitoring

- Object detection and

classification

Page 8: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

CMOS HDRC Camera

n CMOS technology is free of

blooming and smearing

n High resolution (300,000 pixel)

optimized for outdoor

applications

n Synchronous shutter eliminates

distortion on moving parts.

n High dynamic range (>120 dB)

delivers excellent image quality

in bright and dark areas

n High sensitivity allows night time

operation

Page 9: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

CMOS High Dynamic Range Camera (HDRC)

Resolution, Pixel Size 750x400, high fill-factor

Shutter Type global, high shutter efficiency

Signal Response up to 120dB, programmable Slopes

Data Interface 8 or 10 bit parallel

Configuration Interface UART

Temperature Range -40°C to +105°C (-40 F to 221 F)

Specials:

n low dark current

n fast readout

n High dynamic range,

n synchronous shutter,

n Configurable Region of Interest, Subsampling

n Bad/Hot Pixel Replacement

Page 10: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Modular Camera System Architecture

for Advanced Driver Assistant Systems

CMOS Camera

Interface

LVDS

Optics

32 bit

Micro-

controller

Power

Supply RAM

Flash

Vehicle

Interface

Camera-

interface

Diagnosis

ECU Modul

CANCAN

Camera-

interface

CMOS Camera

Interface

LVDS

Optics

Advantage: Reusability by flexible HW and SW moduls:

• Synergies between multiple applications

• Fast development of new applications

• Cost reduction

Optional

2. camera

Modular high performance ECU

with modular SW architecture

High Dynamic Range CMOS

Camera Modul

Page 11: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Multi Function Approach

Sensors Processing / Algorithms Possible Functions

Lane

detection

Camera

Front Sensor

ACC,

ACC Stop & Go

Object

Classification

Object

detection

Lane departure

warning

Lane Keeping

Object

tracking

Radar Front

Sensor

Image

Processing

Night Vision

Trafic Sign

Identification

Collision

Mitigation

Algorithms for Detection and Interpretation of Driving Environment

Page 12: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

Supplying value.

Application Examples:

Lane Departure Warning

Object Detection

Page 13: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Advanced Driver Assistant Systems

Front Camera

Lane Departure Warning

Lane Keeping

Night Vision

ACC + Camera

Page 14: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

What is "Lane Departure Warning" about?

n Lane departure is the single largest cause of

automotive highway fatalities in the United

States.

n "The main focus of LDW Systems is to help the

driver keep the vehicle in the lane on highways

and highway-like roads. Accordingly, a warning

is issued to alert the driver in case of lane

departure caused e.g. by inattention." *

n "LDWS are not intended to issue warnings with

respect to collisions with other vehicles or control

vehicle motions." *

*ISO Draft Standard ISO/TC204/WG14/N123.32 – Nov 01, 2002

Page 15: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Latest Warning Line

Earliest Warning Line

Lane Boundary

Warning Threshold

Placement Zone

No Warning Zone

Warning Threshold

LDWS: definitions

(according to NP17361 © ISO)

n Time to line crossing (TTLC): Calculated time to cross

the lane boundary.

n Warning Threshold: The location on the road in which

the warning shall be issued (depending on TTLC).

n Latest/Earliest Warning Line: The

outermost/innermost limit of the warning threshold.

Page 16: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Sensor Data Fusion

Ø Object Classification

Pole

Vehicle

Pedestrian

Wall

Ø Object Properties

Position

Velocity

Ø Accident Forecast

Probability

„Time to Collision“

Overlap Rate

Delta-Velocity at Contact

Sensor

Data

Fusion

Vehicle Dynamic Sensors(Wheels Speed, Yaw Rate, Steering Angle, ...)

Radar(Objects, Obstacles, Velocities, Distances, ...)

Camera(Objects, Obstacles, Lanes, Traffic Signs, ...)

Navigation System(Digital Map, Road Type, Country, ...)

Vehicle Dynamic Sensors(Wheels Speed, Yaw Rate, Steering Angle, ...)

Radar(Objects, Obstacles, Velocities, Distances, ...)

Camera(Objects, Obstacles, Lanes, Traffic Signs, ...)

Navigation System(Digital Map, Road Type, Country, ...)

Vehicle Dynamic Sensors(Wheels Speed, Yaw Rate, Steering Angle, ...)

Radar(Objects, Obstacles, Velocities, Distances, ...)

Camera(Objects, Obstacles, Lanes, Traffic Signs, ...)

Navigation System(Coordinates, Street name, Country, ...)

Ø Object Classification

Pole

Vehicle

Pedestrian

Wall

Ø Object Properties

Position

Velocity

Ø Accident Forecast

Probability

„Time to Collision“

Overlap Rate

Delta-Velocity at Contact

Applications: Pre Crash, Pedestrian Detection, Collision

Warning, Collision Mitigation

Applications: Pre Crash, Pedestrian Detection, Collision

Warning, Collision Mitigation

Page 17: Advanced Driver Assistance: Modular Image Sensor Concept · SV C RS TG ADAS Overview Sensing Technologies: Camera, Radar, Lidar, US Navigation Data Perception Collision Assistance

SV C RS TG

Summary

Modular Image Sensing System for ADAS:

q Flexible HDR CMOS Camera Modules with Optics

q Image Processing ECU with high Computing Power

q Modular Interfaces & Communication

q Modular Architecture and Layer model for ECU - SW Framework

q Coherent Development Rules, Quality Concept and Guidelines

Ø Cost Optimization on Core Technologies

Ø Flexible Response to changing requirements

Ø Short development times