TY - GEN
T1 - Interactive simulation platform using processing-based visualization for safe collision-free autonomous driving development
AU - Lee, Dongkyu
AU - Cho, Jeonghun
AU - Park, Daejin
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/10/18
Y1 - 2017/10/18
N2 - Autonomous driving for maximum throughput of traffic is too complex to cover various cases of exceptions in relation to large-scale cars in city, while still guaranteeing safety of the self-organizing algorithm. In this paper, we present a simulation-integrated interactive visualization platform to enable the fast development of a safe self-organizing driving algorithm. Using the proposed platform, developers describe geographic roads and allocate active cars equipped with specific autonomous algorithms. The cross-coupled simulation result of the self-organized movement of cars is interactively visualized with traffic on roads to show the weakness of the embedded autonomous driving algorithm. We show a demonstration for 1000 cars on 300 junctions of roads and offer a way to accelerate the development of self-organizing control in autonomous cars.
AB - Autonomous driving for maximum throughput of traffic is too complex to cover various cases of exceptions in relation to large-scale cars in city, while still guaranteeing safety of the self-organizing algorithm. In this paper, we present a simulation-integrated interactive visualization platform to enable the fast development of a safe self-organizing driving algorithm. Using the proposed platform, developers describe geographic roads and allocate active cars equipped with specific autonomous algorithms. The cross-coupled simulation result of the self-organized movement of cars is interactively visualized with traffic on roads to show the weakness of the embedded autonomous driving algorithm. We show a demonstration for 1000 cars on 300 junctions of roads and offer a way to accelerate the development of self-organizing control in autonomous cars.
UR - http://www.scopus.com/inward/record.url?scp=85039899613&partnerID=8YFLogxK
U2 - 10.1109/DESEC.2017.8073886
DO - 10.1109/DESEC.2017.8073886
M3 - Conference contribution
AN - SCOPUS:85039899613
T3 - 2017 IEEE Conference on Dependable and Secure Computing
SP - 537
EP - 538
BT - 2017 IEEE Conference on Dependable and Secure Computing
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 IEEE Conference on Dependable and Secure Computing
Y2 - 7 August 2017 through 10 August 2017
ER -