Optimal Control of Connected Vehicle Systems With Communication Delay and Driver Reaction Time
In this paper, linear quadratic regulation is used to obtain an optimal design of connected cruise control (CCC). The authors consider vehicle strings where a CCC vehicle receives position and velocity signals through wireless vehicle-to-vehicle communication from multiple vehicles ahead. Communication delay, driver reaction time, and heterogeneity of vehicles are considered. The optimal feedback law is obtained by minimizing a cost function defined by headway and velocity errors and the acceleration of the CCC vehicle on an infinite horizon. They authors show that, by decomposing the optimization problem, the feedback gains can be obtained recursively as signals from vehicles farther ahead become available, and that the gains decay exponentially with the number of cars between the source of the signal and the CCC vehicle. Such properties allow graceful degradation of CCC performance under imperfect communication. The effects of the cost function on the head-to-tail string stability are also investigated and the robustness against variations in human parameters is tested. The analytical results are verified by numerical simulations at the nonlinear level. The results allow us to significantly reduce the complexity of CCC design.
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Availability:
- Find a library where document is available. Order URL: http://worldcat.org/oclc/41297384
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Supplemental Notes:
- Copyright © 2017, IEEE.
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Authors:
- Ge, Jin I
- Orosz, Gábor
- Publication Date: 2017-8
Language
- English
Media Info
- Media Type: Digital/other
- Features: Figures; References;
- Pagination: pp 2056-2070
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Serial:
- IEEE Transactions on Intelligent Transportation Systems
- Volume: 18
- Issue Number: 8
- Publisher: Institute of Electrical and Electronics Engineers (IEEE)
- ISSN: 1524-9050
- Serial URL: http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6979
Subject/Index Terms
- TRT Terms: Autonomous intelligent cruise control; Car following; Control systems; Delays; Optimization; Trajectory control; Vehicle to infrastructure communications; Vehicle to vehicle communications; Vehicular ad hoc networks
- Subject Areas: Highways; Operations and Traffic Management; Planning and Forecasting; Vehicles and Equipment;
Filing Info
- Accession Number: 01644792
- Record Type: Publication
- Files: TLIB, TRIS
- Created Date: Aug 29 2017 10:12AM