Title :
Intervehicle Transmission Rate Control for Cooperative Active Safety System
Author :
Huang, Ching-Ling ; Fallah, Yaser Pourmohammadi ; Sengupta, Raja ; Krishnan, Hariharan
Author_Institution :
Dept. of Civil & Environ. Eng., Univ. of California, Berkeley, CA, USA
Abstract :
We propose an intervehicle communication framework for the cooperative active safety system (CASS) whose operation is based on the dissemination of each vehicle´s state information through a wireless network. Such a CASS requires each subject vehicle to be aware of its surroundings, particularly of the motion and position of other vehicles in its proximity. In this paper, we assume that all vehicles are equipped with onboard communication devices. In such situations, the wireless channel is simultaneously shared by a large number of vehicles, and one of the most difficult challenges in designing CASS is to maintain real-time tracking accuracy of neighboring vehicles while avoiding network congestion and failure. To address this issue, we analyze the problem that multiple scalar linear time-invariant dynamical systems track each other over a multiaccess channel, and then, we propose a rate adaptation algorithm to distributively control the self-information broadcast behavior of each vehicle. The proposed algorithm uses a closed-loop control concept and accounts for the lossy channel. Simulation results show that, if the message generation rate is dynamically adjusted in an on-demand fashion, more accurate and robust tracking performance can be achieved under various traffic conditions.
Keywords :
automated highways; closed loop systems; cooperative systems; information dissemination; linear systems; mobile communication; road safety; road traffic; time-varying systems; wireless channels; CASS; closed-loop control concept; cooperative active safety system; intelligent transportation systems; intervehicle transmission rate control; multiple scalar linear time-invariant dynamical systems; network congestion avoidance; network failure; onboard communication devices; rate adaptation algorithm; real-time tracking accuracy; self-information broadcast behavior; vehicle state information dissemination; wireless channel; wireless network; Algorithm design and analysis; Driver circuits; Estimation error; Real time systems; Receivers; Safety; Vehicles; Active safety; dedicated short-range communication; intelligent transportation systems; transmission rate control; vehicle tracking;
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2010.2070873