DocumentCode
185152
Title
Stability analysis of connected cruise control with stochastic delays
Author
Qin, Wubing B. ; Gomez, Marcella M. ; Orosz, Gabor
Author_Institution
Dept. of Mech. Eng., Univ. of Michigan, Ann Arbor, MI, USA
fYear
2014
fDate
4-6 June 2014
Firstpage
4624
Lastpage
4629
Abstract
In this paper we investigate the concept of connected cruise control (CCC) where vehicles rely on ad-hoc wireless vehicle-to-vehicle (V2V) communication to control their longitudinal motion. While V2V communication potentially allows vehicles to build detailed knowledge about the traffic environment, intermittencies and packet drops introduce stochastic delays into the communication channels that make control very challenging. Moreover, while communication and control occurs in discrete time, vehicle dynamics still takes place in continuous time. We convert the dynamics to discrete time and analyze the effects of stochastic delays on vehicular platoons. We derive plant and string stability conditions for the mean dynamics and show how the stable regimes shrink when the sampling time or the packet drop ratio increases. Our results have important implications regarding safety and efficiency of connected vehicle systems.
Keywords
automobiles; delays; discrete time systems; motion control; road traffic control; stability; vehicular ad hoc networks; V2V communication; ad-hoc wireless vehicle-to-vehicle communication; connected cruise control; connected vehicle systems; discrete time; longitudinal motion control; packet drop ratio; plant stability conditions; sampling time; stability analysis; stochastic delays; string stability conditions; vehicle dynamics; vehicular platoons; Asymptotic stability; Delays; Lead; Numerical stability; Stability analysis; Vehicle dynamics; Vehicles; Delay systems; Stochastic systems; Wireless;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2014
Conference_Location
Portland, OR
ISSN
0743-1619
Print_ISBN
978-1-4799-3272-6
Type
conf
DOI
10.1109/ACC.2014.6859490
Filename
6859490
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