Uploaded on May 4, 2022
PPT on Autonomous Car.
Autonomous Car: Miraculously Self Driving!
Autonomous Car:
Miraculously Self Driving!
Autonomous Car
• A self-driving car (sometimes called an
autonomous car or driverless car) is a vehicle
that uses a combination of sensors, cameras,
radar and artificial intelligence (AI) to travel
between destinations without a human operator.
Source: techtarget.com
Navigate without human intervention
• To qualify as fully autonomous, a vehicle must be
able to navigate without human intervention to a
predetermined destination over roads that have
not been adapted for its use.
Source: techtarget.com
Companies Developing Autonomous Car
• Companies developing, testing autonomous cars
include Audi, BMW, Ford, Google, General
Motors, Tesla, Volkswagen and Volvo.
• Google's test involved a fleet of self-driving cars
including Toyota Prii and an Audi TT navigating
over 140,000 miles of California streets and
highways.
Source: techtarget.com
How Autonomous Cars Work?
• AI technologies power self-driving car systems.
Developers of self-driving cars use vast amounts
of data from image recognition systems, along
with machine learning and neural networks, to
build systems that can drive autonomously.
Source: techtarget.com
Neural Networks
• The neural networks identify patterns in the data,
which is fed to the machine learning algorithms.
• That data includes images from cameras on self-
driving cars from which the neural network
learns to identify.
Source: techtarget.com
Self-driving features
• Hands-free steering centers the car without the
driver's hands on the wheel.
• Adaptive cruise control (ACC) down to a stop
automatically maintains a selectable distance
between the driver's car and the car in front.
• Lane-centering steering intervenes when the
driver crosses lane markings.
Source: techtarget.com
Levels of autonomy in self-driving cars
• Level 1: An advanced driver assistance system (ADAS)
aid the human driver with steering, braking or
accelerating, though not simultaneously
• Level 2: An ADAS that can steer and either brake or
accelerate simultaneously while the driver remains fully
aware behind.
• Level 3: It can perform all driving tasks under certain
circumstances, such as parking the car.
• Level 4: An ADS can perform all driving tasks and
monitor the driving environment in certain
circumstances.
• Level 5: The vehicle's ADS acts as a virtual chauffeur
and does all the driving in all circumstances.
Source: techtarget.com
Pros of self-driving cars
• The top benefit touted by autonomous vehicle
proponents is safety.
• A U.S. Department of Transportation (DOT) and
NHTSA statistical projection of traffic fatalities for
2017 estimated that 37,150 people died in motor
vehicle traffic accidents that year.
Source: techtarget.com
Cons of self-driving cars
• Riding in a vehicle without a driver behind the
steering wheel may be unnerving at least at first.
• But as self-driving capabilities become
commonplace, human drivers may become
overly reliant on the autopilot technology.
Source: techtarget.com
Self-driving car safety and challenges
• Autonomous cars must learn to identify countless
objects in the vehicle's path, from branches and
litter to animals and people.
• Other challenges on the road are tunnels that
interfere with the Global Positioning System
(GPS), construction projects that cause lane
changes or complex decisions.
Source: techtarget.com
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