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ADVANCED DRIVER
ASSISTANCE SYSTEMS (ADAS)
Name โ€“ Mohit Nayal
M.Tech Advanced Vehicle
Sap Id- 500110660
TABLE OF CONTENTS
โ€ข Definition
โ€ข History
โ€ข Types of ADAS
โ€ข How does ADAS work?
โ€ข What are some ADAS applications?
โ€ข Why is ADAS important?
โ€ข What is the future of ADAS?
DEFINITION:
Almost all vehicle accidents are caused by human error, which can be avoided with Advanced Driver
Assistance Systems (ADAS). The role of ADAS is to prevent deaths and injuries by reducing the
number of car accidents and the serious impact of those that cannot be avoided.
โ€ข Essential safety-critical ADAS applications include:
โ€ข Pedestrian detection/avoidance
โ€ข Lane departure warning/correction
โ€ข Traffic sign recognition
โ€ข Automatic emergency braking
โ€ข Blind spot detection
These lifesaving systems are key to the success of ADAS applications. They incorporate the latest
interface standards and run multiple vision-based algorithms to support real-time multimedia, vision
coprocessing, and sensor fusion subsystems.
The modernization of ADAS applications is the first steps toward realizing autonomous vehicles.
HISTORY
โ€ข ADAS were first being used in the 1950s with the adoption of the anti- lock braking
system.
โ€ข The evolution of ADAS emerged and started with a gentleman called Ralph Teetor. He
invented the modern cruise control, originally known as Speedo stat.
TYPES OF ADAS
โ€ข Passive ADAS systems
In a passive ADAS system, the computer alerts the driver to a dangerous
circumstance despite the number or kind of sensors deployed.
warning systems are : sirens, flashing lights and in some cases tactile input, such
as a steering wheel that vibrates to alert the driver
โ€ข Active ADAS systems
The vehicle can take action on its own. Automatic emergency braking (AEB)
detects an impending accident and applies the brakes without the driverโ€™s assistance.
Functional features include adaptive cruise control (ACC), lane-keeping assist
(LKA), lane centering (LC), and traffic jam assist.
HOW DOES ADAS WORK?
Automobiles are the foundation of the next generation of mobile-connected devices, with
rapid advances being made in autonomous vehicles. Autonomous application solutions are
partitioned into various chips, called system on a chip(SoCs). These chips connect sensors
to actuators through interfaces and high-performance electronic controller units (ECUs).
Self-driving cars use a variety of these applications and technologies to gain 360-degree
vision, both near (in the vehicleโ€™s immediate vicinity) and far. That means hardware designs
are using more advanced process nodes to meet ever-higher performance targets while
simultaneously reducing demands on power and footprint.
WORKING
WHAT ARE SOME ADAS APPLICATIONS?
โ€ข Significant automotive safety improvements in the past (e.g., shatter-resistant
glass, three-point seatbelts, airbags) were passive safety measures designed to
minimize injury during an accident. Today, ADAS systems actively improve safety
with the help of embedded vision by reducing the occurrence of accidents and
injury to occupants.
โ€ข The implementation of cameras in the vehicle involves a new AI function that uses
sensor fusion to identify and process objects. Sensor fusion, similar to how the
human brain process information, combines large amounts of data with the help of
image recognition software, ultrasound sensors, lidar, and radar. This technology
can physically respond faster than a human driver ever could. It can analyze
streaming video in real time, recognize what the video shows, and determine how
to react to it.
THESE ARE SOME OF THE MOST COMMON ADAS
APPLICATIONS:
โ€ข Adaptive Cruise Control
Adaptive cruise control is particularly helpful on the highway, where drivers can find it
difficult to monitor their speed and other cars over a long period of time. Advanced cruise
control can automatically accelerate, slow down, and at times stop the vehicle, depending
on the actionโ€™s other objects in the immediate area.
โ€ข Glare-Free High Beam and Pixel Light
Glare-free high beam and pixel light uses sensors to adjust to darkness and the vehicleโ€™s
surroundings without disturbing oncoming traffic. This new headlight application detects
the lights of other vehicles and redirects the vehicleโ€™s lights away to prevent other road
users from being temporarily blinded.
โ€ข Adaptive Light Control
Adaptive light control adapts the vehicleโ€™s headlights to external lighting conditions. It
changes the strength, direction, and rotation of the headlights depending on the vehicleโ€™s
environment and darkness.
โ€ข Automatic Parking
Automatic parking helps inform drivers of unseen areas so they know when to turn the
steering wheel and stop. Vehicles equipped with rearview cameras have a better view of
their surroundings than traditional side mirrors. Some systems can even complete parking
automatically without the driverโ€™s help by combining the input of multiple sensors.
โ€ข Autonomous Valet Parking
Autonomous valet parking is a new technology that works via vehicle sensor meshing, 5G
network communication, and cloud services that manage autonomous vehicles in parking
areas. Sensors provide the vehicle with information about where it is, where it needs to go,
and how to get there safely. All this information is methodically evaluated and used to
perform drive acceleration, braking, and steering until the vehicle is safely parked.
โ€ข Navigation System
Car navigation systems provide on-screen instructions and voice prompts to help drivers
follow a route while concentrating on the road. Some navigation systems can display exact
traffic data, and if necessary, plan a new route to avoid traffic jams. Advanced systems may
even offer heads-up displays to reduce driver distraction.
โ€ข Night Vision
Night vision systems enable drivers to see things that would otherwise be difficult or
impossible to see at night. There are two categories of night vision implementations: Active
night vision systems project infrared light, and passive systems rely on the thermal energy
that comes from cars, animals, and other objects.
โ€ข Unseen Area Monitoring
Unseen area detection systems use sensors to provide drivers with important information
that is otherwise difficult or impossible to obtain. Some systems sound an alarm when they
detect an object in the driverโ€™s unseen area, such as when the driver tries to move into an
occupied lane.
โ€ข Crosswind Stabilization
This relatively new ADAS feature supports the vehicle in counteracting strong crosswinds.
The sensors in this system can detect strong pressure acting on the vehicle while driving and
apply brakes to the wheels affected by crosswind disturbance.
โ€ข Automatic Emergency Braking
Automatic emergency braking uses sensors to detect whether the driver is in the process of
hitting another vehicle or other objects on the road. This application can measure the
distance of nearby traffic and alert the driver to any danger. Some emergency braking
systems can take preventive safety measures such as tightening seat belts, reducing speed,
and engaging adaptive steering to avoid a collision.
โ€ข Driver Drowsiness Detection
Driver drowsiness detection warns drivers of sleepiness or other road distractions. There are
several ways to determine whether a driverโ€™s attention is decreasing. In one case, sensors
can analyze the movement of the driverโ€™s head and heart rate to determine whether they
indicate drowsiness. Other systems issue driver alerts similar to the warning signals for lane
detection.
โ€ข Driver Monitoring System
The driver monitoring system is another way of measuring the driverโ€™s attention. The
camera sensors can analyze whether the driverโ€™s eyes are on the road or drifting. Driver
monitoring systems can alert drivers with noises, vibrations in the steering wheel, or
flashing lights. In some cases, the car will take the extreme measure of stopping the vehicle
completely.
โ€ข 5G and V2X
This hot new 5G ADAS feature provides communication between the vehicle and other
vehicles or pedestrians with increased reliability and lower latency, generally referred to as
V2X. Today, millions of vehicles connect to cellular networks for real-time navigation. This
application will enhance existing methods and the cellular network to improve situational
awareness, control or suggest speed adjustments to account for traffic congestion, and
provide real-time updates to GPS maps. V2X is essential to support over-the-air software
updates for the now-extensive range of software-driven systems in cars, from map updates
to bug fixes to security updates and more.
WHY IS ADAS IMPORTANT?
According to the August 2016 Traffic Safety Facts Research Notes by the National Highway
Traffic Safety Administration (NHTSA), โ€œThe Nation lost 35,092 people in crashes on U.S.
roadways during 2015.โ€ This 7.2% increase was โ€œthe largest percentage increase in nearly 50
years.โ€ An analysis revealed that about 94% of those accidents were caused by human error, and
the rest by the environment and mechanical failures.
The opportunity to reduce car accidents is making ADAS even more critical. Automatic
emergency braking, pedestrian detection, surround view, parking assist, driver drowsiness
detection, and gaze detection are among the many ADAS applications that assist drivers with
safety-critical functionality to reduce car accidents and save lives.
WHAT IS THE FUTURE OF ADAS?
The increasing amount of automotive electronic hardware and software requires significant
changes in todayโ€™s automobile design process to address the convergence of conflicting
goals:
โ€ข Increased reliability
โ€ข Reduced costs
โ€ข Shorter development cycles
The trend is shifting from distributed ADAS electronic controller units (ECUs) to a more
integrated ADAS domain controller with centralized ECUs. This means that we are
currently at what SAE International designates as Level 2 (Partial Driving Automation),
where the vehicle can control both steering and accelerating/decelerating but falls short of
self-driving because a human sits in the driverโ€™s seat and can take control of the car at any
time.
Shifting toward fully autonomous carsโ€”vehicles capable of sensing their environment and operating
without human involvementโ€”requires an increase in the electronic architecture of these vehicles.
With the increase in electronic architecture comes an increase in the volume of data. To handle this
data, the new integrated domain controllers require higher computing performance, lower power
consumption, and smaller packaging.
The adoption of 64-bit processors, neural networks and AI accelerators to handle the high volume of
data requires the latest semiconductor features, semiconductor process technologies, and
interconnecting technologies to support ADAS capabilities.
The reduction of electronic modules leads to centralized computing architectures, requiring critical
automotive building blocks, including processors with vision processing capabilities, neural
networks, and sensor fusion. And this must be achieved while addressing the need for quality, safety,
and security.
Every aspect of the car is designed to be more connected, requiring subsystem and SoC designers to
expand the scope of safety measures beyond the traditional steps taken to ensure physical safety.
Applying the latest embedded computer vision and deep learning techniques to automotive SoCs
brings greater accuracy, power efficiency, and performance to ADAS systems.
Seminar on Advanced Driver Assistance Systems (ADAS).pptx

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Seminar on Advanced Driver Assistance Systems (ADAS).pptx

  • 1. ADVANCED DRIVER ASSISTANCE SYSTEMS (ADAS) Name โ€“ Mohit Nayal M.Tech Advanced Vehicle Sap Id- 500110660
  • 2. TABLE OF CONTENTS โ€ข Definition โ€ข History โ€ข Types of ADAS โ€ข How does ADAS work? โ€ข What are some ADAS applications? โ€ข Why is ADAS important? โ€ข What is the future of ADAS?
  • 3. DEFINITION: Almost all vehicle accidents are caused by human error, which can be avoided with Advanced Driver Assistance Systems (ADAS). The role of ADAS is to prevent deaths and injuries by reducing the number of car accidents and the serious impact of those that cannot be avoided. โ€ข Essential safety-critical ADAS applications include: โ€ข Pedestrian detection/avoidance โ€ข Lane departure warning/correction โ€ข Traffic sign recognition โ€ข Automatic emergency braking โ€ข Blind spot detection These lifesaving systems are key to the success of ADAS applications. They incorporate the latest interface standards and run multiple vision-based algorithms to support real-time multimedia, vision coprocessing, and sensor fusion subsystems. The modernization of ADAS applications is the first steps toward realizing autonomous vehicles.
  • 4. HISTORY โ€ข ADAS were first being used in the 1950s with the adoption of the anti- lock braking system. โ€ข The evolution of ADAS emerged and started with a gentleman called Ralph Teetor. He invented the modern cruise control, originally known as Speedo stat.
  • 5. TYPES OF ADAS โ€ข Passive ADAS systems In a passive ADAS system, the computer alerts the driver to a dangerous circumstance despite the number or kind of sensors deployed. warning systems are : sirens, flashing lights and in some cases tactile input, such as a steering wheel that vibrates to alert the driver โ€ข Active ADAS systems The vehicle can take action on its own. Automatic emergency braking (AEB) detects an impending accident and applies the brakes without the driverโ€™s assistance. Functional features include adaptive cruise control (ACC), lane-keeping assist (LKA), lane centering (LC), and traffic jam assist.
  • 6. HOW DOES ADAS WORK? Automobiles are the foundation of the next generation of mobile-connected devices, with rapid advances being made in autonomous vehicles. Autonomous application solutions are partitioned into various chips, called system on a chip(SoCs). These chips connect sensors to actuators through interfaces and high-performance electronic controller units (ECUs). Self-driving cars use a variety of these applications and technologies to gain 360-degree vision, both near (in the vehicleโ€™s immediate vicinity) and far. That means hardware designs are using more advanced process nodes to meet ever-higher performance targets while simultaneously reducing demands on power and footprint.
  • 8.
  • 9. WHAT ARE SOME ADAS APPLICATIONS? โ€ข Significant automotive safety improvements in the past (e.g., shatter-resistant glass, three-point seatbelts, airbags) were passive safety measures designed to minimize injury during an accident. Today, ADAS systems actively improve safety with the help of embedded vision by reducing the occurrence of accidents and injury to occupants. โ€ข The implementation of cameras in the vehicle involves a new AI function that uses sensor fusion to identify and process objects. Sensor fusion, similar to how the human brain process information, combines large amounts of data with the help of image recognition software, ultrasound sensors, lidar, and radar. This technology can physically respond faster than a human driver ever could. It can analyze streaming video in real time, recognize what the video shows, and determine how to react to it.
  • 10. THESE ARE SOME OF THE MOST COMMON ADAS APPLICATIONS: โ€ข Adaptive Cruise Control Adaptive cruise control is particularly helpful on the highway, where drivers can find it difficult to monitor their speed and other cars over a long period of time. Advanced cruise control can automatically accelerate, slow down, and at times stop the vehicle, depending on the actionโ€™s other objects in the immediate area. โ€ข Glare-Free High Beam and Pixel Light Glare-free high beam and pixel light uses sensors to adjust to darkness and the vehicleโ€™s surroundings without disturbing oncoming traffic. This new headlight application detects the lights of other vehicles and redirects the vehicleโ€™s lights away to prevent other road users from being temporarily blinded.
  • 11. โ€ข Adaptive Light Control Adaptive light control adapts the vehicleโ€™s headlights to external lighting conditions. It changes the strength, direction, and rotation of the headlights depending on the vehicleโ€™s environment and darkness. โ€ข Automatic Parking Automatic parking helps inform drivers of unseen areas so they know when to turn the steering wheel and stop. Vehicles equipped with rearview cameras have a better view of their surroundings than traditional side mirrors. Some systems can even complete parking automatically without the driverโ€™s help by combining the input of multiple sensors. โ€ข Autonomous Valet Parking Autonomous valet parking is a new technology that works via vehicle sensor meshing, 5G network communication, and cloud services that manage autonomous vehicles in parking areas. Sensors provide the vehicle with information about where it is, where it needs to go, and how to get there safely. All this information is methodically evaluated and used to perform drive acceleration, braking, and steering until the vehicle is safely parked.
  • 12. โ€ข Navigation System Car navigation systems provide on-screen instructions and voice prompts to help drivers follow a route while concentrating on the road. Some navigation systems can display exact traffic data, and if necessary, plan a new route to avoid traffic jams. Advanced systems may even offer heads-up displays to reduce driver distraction.
  • 13. โ€ข Night Vision Night vision systems enable drivers to see things that would otherwise be difficult or impossible to see at night. There are two categories of night vision implementations: Active night vision systems project infrared light, and passive systems rely on the thermal energy that comes from cars, animals, and other objects. โ€ข Unseen Area Monitoring Unseen area detection systems use sensors to provide drivers with important information that is otherwise difficult or impossible to obtain. Some systems sound an alarm when they detect an object in the driverโ€™s unseen area, such as when the driver tries to move into an occupied lane. โ€ข Crosswind Stabilization This relatively new ADAS feature supports the vehicle in counteracting strong crosswinds. The sensors in this system can detect strong pressure acting on the vehicle while driving and apply brakes to the wheels affected by crosswind disturbance.
  • 14. โ€ข Automatic Emergency Braking Automatic emergency braking uses sensors to detect whether the driver is in the process of hitting another vehicle or other objects on the road. This application can measure the distance of nearby traffic and alert the driver to any danger. Some emergency braking systems can take preventive safety measures such as tightening seat belts, reducing speed, and engaging adaptive steering to avoid a collision. โ€ข Driver Drowsiness Detection Driver drowsiness detection warns drivers of sleepiness or other road distractions. There are several ways to determine whether a driverโ€™s attention is decreasing. In one case, sensors can analyze the movement of the driverโ€™s head and heart rate to determine whether they indicate drowsiness. Other systems issue driver alerts similar to the warning signals for lane detection. โ€ข Driver Monitoring System The driver monitoring system is another way of measuring the driverโ€™s attention. The camera sensors can analyze whether the driverโ€™s eyes are on the road or drifting. Driver monitoring systems can alert drivers with noises, vibrations in the steering wheel, or flashing lights. In some cases, the car will take the extreme measure of stopping the vehicle completely.
  • 15. โ€ข 5G and V2X This hot new 5G ADAS feature provides communication between the vehicle and other vehicles or pedestrians with increased reliability and lower latency, generally referred to as V2X. Today, millions of vehicles connect to cellular networks for real-time navigation. This application will enhance existing methods and the cellular network to improve situational awareness, control or suggest speed adjustments to account for traffic congestion, and provide real-time updates to GPS maps. V2X is essential to support over-the-air software updates for the now-extensive range of software-driven systems in cars, from map updates to bug fixes to security updates and more.
  • 16. WHY IS ADAS IMPORTANT? According to the August 2016 Traffic Safety Facts Research Notes by the National Highway Traffic Safety Administration (NHTSA), โ€œThe Nation lost 35,092 people in crashes on U.S. roadways during 2015.โ€ This 7.2% increase was โ€œthe largest percentage increase in nearly 50 years.โ€ An analysis revealed that about 94% of those accidents were caused by human error, and the rest by the environment and mechanical failures. The opportunity to reduce car accidents is making ADAS even more critical. Automatic emergency braking, pedestrian detection, surround view, parking assist, driver drowsiness detection, and gaze detection are among the many ADAS applications that assist drivers with safety-critical functionality to reduce car accidents and save lives.
  • 17. WHAT IS THE FUTURE OF ADAS? The increasing amount of automotive electronic hardware and software requires significant changes in todayโ€™s automobile design process to address the convergence of conflicting goals: โ€ข Increased reliability โ€ข Reduced costs โ€ข Shorter development cycles The trend is shifting from distributed ADAS electronic controller units (ECUs) to a more integrated ADAS domain controller with centralized ECUs. This means that we are currently at what SAE International designates as Level 2 (Partial Driving Automation), where the vehicle can control both steering and accelerating/decelerating but falls short of self-driving because a human sits in the driverโ€™s seat and can take control of the car at any time.
  • 18.
  • 19. Shifting toward fully autonomous carsโ€”vehicles capable of sensing their environment and operating without human involvementโ€”requires an increase in the electronic architecture of these vehicles. With the increase in electronic architecture comes an increase in the volume of data. To handle this data, the new integrated domain controllers require higher computing performance, lower power consumption, and smaller packaging. The adoption of 64-bit processors, neural networks and AI accelerators to handle the high volume of data requires the latest semiconductor features, semiconductor process technologies, and interconnecting technologies to support ADAS capabilities. The reduction of electronic modules leads to centralized computing architectures, requiring critical automotive building blocks, including processors with vision processing capabilities, neural networks, and sensor fusion. And this must be achieved while addressing the need for quality, safety, and security. Every aspect of the car is designed to be more connected, requiring subsystem and SoC designers to expand the scope of safety measures beyond the traditional steps taken to ensure physical safety. Applying the latest embedded computer vision and deep learning techniques to automotive SoCs brings greater accuracy, power efficiency, and performance to ADAS systems.