Distributed Fault Detection and Estimation for Cooperative Adaptive Cruise Control System in a Platoon

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Published Oct 18, 2015
Zoleikha Abdollahi Biron Pierluigi Pisu

Abstract

Wireless vehicle to vehicle communication in a vehicle platoon is proposed in intelligent transportation systems to increase safety of the transportation system and assist drivers for improved decision making. However, similar to any networked system, cooperative connected vehicles in a platoon are vulnerable to malfunction due to failures in network communication. In addition to the possible data corruption, sensor and actuator faults can have significant effects on the control strategy for cruise control. This paper considers a platoon of connected vehicles equipped with cooperative adaptive cruise control and presents a reconstructive method based on sliding mode observer to estimate and reconstruct the faults in the sensors and actuators of vehicles.

How to Cite

Abdollahi Biron, Z. ., & Pisu, P. . (2015). Distributed Fault Detection and Estimation for Cooperative Adaptive Cruise Control System in a Platoon. Annual Conference of the PHM Society, 7(1). https://doi.org/10.36001/phmconf.2015.v7i1.2545
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Keywords

sliding mode observer, fault estimation and reconstruction, Cooperative Adaptive Cruise Control (CACC), platoon, network failure

References
Alam, A. Al, Gattami. A, and Johansson, K. H. (2010). An experimental study on the fuel reduction potential of heavy-duty vehicle platooning. 13th Int. IEEE Conference of Intelligent Transportation System, pp. 306–311.

Bu. F, Tan. H, and Huang. J. (2010). Design and field testing of a cooperative adaptive cruise control system. 2010 American Control Conference, pp. 4416-4421.

Han. S, Chen. Y, Wang. L, and Abraham. A. (2013). Decentralized longitudinal tracking control for cooperatvie adaptive cruise control systems in a platoon. 2013 IEEE International Conference on Systems, pp. 2013-2018.

Kester. L, Willigen. W, and Jongh. J. (2014). Critical headway estimation under uncertainty and non-ideal communication condition. 2014 IEEE 17th International Conference on Intelligent Transportation Systems, pp. 320-327.

Larson. U. E, and Nilsson. D. K. (2008). Securing vehicles against cyber-attacks. CSIIRW’08 Proceedings of the 4th annual workshop on Cyber security and information intelligence research, pp.1-3.

Lygeros. J, Godbole. D. N, and Broucke. M. (2008). A fault tolerant control architechture for automated highway systems. IEEE Transactions on Control Systems
Technology, vol. 8, No. 2, pp: 205-219.

Nilsson. D. K, and Larson. U. E. (2008). Simulated attacks on CAN buses: vehicle virus. Proceeding of the 5th lasted Internation Conference Communication Systems and Networks, pp.66-71.

Ploeg. J, Semsar-Kazerooni. E, Lijster. L, Wouw. N, and Nijmeijer. H. (2013). Graceful degradation of CACC performance subject to unreliable wireless communication. 16th International IEEE Annual Conference on Intelligent Transportation Systems. Pp. 1210-1216.

Rajamani. R, and Zhu. C. (2002). Semi-autonous adaptive cruise control systems. IEEE Transaction Vehicle Technology, vol. 51, no. 5, pp: 1186-1192.

Zhang. Y, Gantt. G. W, Rychlinski. M, Edwards. R. M, Correia. J. J, and Wolf. C. E. (2009). Connected vehicle diagnostics and prognostics, concept, and initial practice”, IEEE Transaction Reliability, vol. 58, No. 2, pp. 286-294.
Section
Poster Presentations

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