Savannah McCoy Samantha-Jo Cunningham Satchin Campbell ...
Transcript of Savannah McCoy Samantha-Jo Cunningham Satchin Campbell ...
Pawan GaireSavannah McCoy
Samantha-Jo CunninghamSatchin Campbell
Faculty advisor: Dr. Danda Rawat
Problem Definition
Statement:Implementation of a secure smart-system for autonomous vehicles which will reduce the
number of accidents caused by drunk driving, distracted or reckless driving, speeding, and blind-spots which allows for more productive commute times and overall safer transportation.
Year-Long Goal:Design and build two autonomous car prototypes capable of privacy aware inter-
communication
22
Design Requirements
The final implementation should have the following features:
● Adaptive speed control - 0.5 m/s adjustments ✔
● Real-time data sharing using wireless access technology ✔
● Automatic braking - Halt when foreign object is detected ✔
● Vehicle status info display - at least 2 important features ✔
● Rerouting around obstacles - < 300 ms response time ✘
● Lightweight cybersecurity features ✘
● Privacy aware communication - At least 2 levels of privacy protection ✘
33
Design Requirements: Compliance & Constraints
The ultimate design of AutoMoe should adhere to NHTSA and includes following features:
● Lane Keeping assist● Adaptive cruise control● Traffic jam assist● Secure communication between
devices
● Available human resources○ 2 EEs, 2 CpEs and 3 MEs
● Limited finances● Driver vehicle interface:
○ Allow override for manual control in case of emergency
● Power:○ Should use rechargeable batteries
● Compliance○ Must not infringe existing patents
44
Design Overview
55
Solution Design
66
Implementation Details
77
ImplementationPerformance evaluation
Name Description Metric Method Target
Error instance # of error occurrence (e.g. collisions)
Number How many occur per 15 minute run
<2
Responsiveness Correct response to intended test cases within time frame
Time On-board diagnostics <1 seconds
Failure Rate Instances of car stalling(Excluding fail-safe)
Number How many occur per 15 minute run
<1
88
Implementation
● Allows for placement of obstacles.
● Shape allows continuous operation, limited by car battery.
● Mimics basic problem areas in driving.
● Controlled terrain.
Custom Track: 10’ x 16’
99
Implementation
Car 1 Car 21010
Implementation
1111
Conclusions
1. We aim to meet the customers’ need for safer transportation by developing a secure
autonomous car system
2. Our final design uses a R/C car and custom track to demonstrate the functionality of
our system.
3. We have laid sufficient groundwork for the development of an autonomous car system
with a framework for communication
1212
Future Work1. Continue to train model to operate on more complex tracks and implement more
realistic functionalitya. Rerouting around obstaclesb. Turning at intersectionc. Yielding for “pedestrians”d. Recognize and respond to traffic signals/lights
2. Further develop V2V communication to communicate more meaningful data based on added functionality of the autonomous car system
3. Develop and implement lightweight cyber-security features and privacy aware communication
1313
QUESTIONS??1414