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Periodic Event-Triggered CACC and Communication Co-design for Vehicle Platooning

Published: 14 October 2023 Publication History

Abstract

Cooperative Adaptive Cruise Control (CACC) based vehicle platooning can increase the safety and efficiency of traffic. This work looks into the communication and control problems of vehicle platooning, and proposes a control and communication co-design for CACC. First, an integrated radar system is presented. This system integrates sensing of relative position, speed, and communication between a predecessor and its follower. Second, a working scheme for the integrated radar system is presented. This scheme allows the radar systems to switch periodically between different working modes without interferences from other modes. Therefore, the relative position, speed, and communication can be asynchronously periodically updated to the controller. Third, a periodic event-triggered control approach is presented. This approach allows asynchronous periodic sampling of the output, and is deeply co-designed with the radar system and its working scheme. Delays are also considered in the control approach. The co-design CACC approach can guarantee the vehicle platoons to be string stable. A numerical example has shown the feasibility of the approach.

References

[1]
Mahmoud Abdelrahim, Romain Postoyan, Jamal Daafouz, and Dragan Nešić. 2016. Stabilization of nonlinear systems using event-triggered output feedback controllers. IEEE Trans. Automat. Control 61, 9 (2016), 2682–2687.
[2]
Özgür B. Akan and Muharrem Arik. 2020. Internet of radars: Sensing versus sending with joint radar-communications. IEEE Communications Magazine 58 (2020), 13–19.
[3]
Mohammadhadi Balaghiinaloo, Duarte J. Antunes, and W. P. M. H. Heemels. 2021. An L2-consistent event-triggered control policy for linear systems. Automatica 125 (2021), 109412.
[4]
D. P. Borgers, V. S. Dolk, and W. P. M. H. Heemels. 2018. Riccati-based design of event-triggered controllers for linear systems with delays. IEEE Trans. Automat. Control 63, 1 (2018), 174–188.
[5]
D. P. Borgers, Romain Postoyan, Adolfo Anta, Paulo Tabuada, Dragan Nesic, and W. P. M. H. Heemels. 2018. Periodic event-triggered control of nonlinear systems using overapproximation techniques. Automatica 94 (2018), 81–87.
[6]
Alessandro Borri, Pierdomenico Pepe, Ilaria Di Loreto, and Mario Di Ferdinando. 2021. Finite-dimensional periodic event-triggered control of nonlinear time-delay systems with an application to the artificial pancreas. IEEE Control Systems Letters 5 (2021), 31–36.
[7]
Stephen P. Boyd, Laurent El Ghaoui, Eric Feron, and Venkataramanan Balakrishnan. 1994. Linear Matrix Inequalities in System and Control Theory, Vol. 15. SIAM.
[8]
Victor S. Dolk. 2017. Resource-aware and Resilient Control : With Applications to Cooperative Driving. Ph.D. Dissertation. Technische Universiteit Eindhoven.
[9]
Victor S. Dolk, Jeroen Ploeg, and W. P. M. H. Heemels. 2017. Event-triggered control for string-stable vehicle platooning. IEEE Transactions on Intelligent Transportation Systems 18 (2017), 3486–3500.
[10]
Shuo Feng, Yi Zhang, Shengbo Eben Li, Zhong Cao, Henry X. Liu, and Lei Li. 2019. String stability for vehicular platoon control: Definitions and analysis methods. Annual Reviews in Control 47 (2019), 81–97.
[11]
Razvan A. Gheorghiu, Valentin Iordache, and Marius Minea. 2019. Assessment of ZigBee communications efficiency for truck platooning applications. 2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 1–4.
[12]
Yanpeng Guan, Qing-Long Han, and Xiaohua Ge. 2018. On asynchronous event-triggered control of decentralized networked systems. Information Sciences 425 (2018), 127–139.
[13]
Yanpeng Guan, Qing-Long Han, and Chen Peng. 2013. Decentralized event-triggered control for sampled-data systems with asynchronous sampling. In American Control Conference (ACC), 2013. IEEE, 6565–6570.
[14]
W. P. M. H. Heemels, M. C. F. Donkers, and Andrew R. Teel. 2013. Periodic event-triggered control for linear systems. IEEE Trans. Automat. Control 58, 4 (2013), 847–861.
[15]
Dongyao Jia, Kejie Lu, Jianping Wang, Xiang Zhang, and Xuemin Shen. 2016. A survey on platoon-based vehicular cyber-physical systems. IEEE Communications Surveys & Tutorials 18 (2016), 263–284.
[16]
Dongyao Jia and Dong Ngoduy. 2016. Platoon based cooperative driving model with consideration of realistic inter-vehicle communication. Transportation Research Part C-emerging Technologies 68 (2016), 245–264.
[17]
Alexander Johansson, Ting Bai, Karl Henrik Johansson, and Jonas Martensson. 2023. Platoon cooperation across carriers: From system architecture to coordination. IEEE Intelligent Transportation Systems Magazine 15, 3 (2023), 132–144.
[18]
Hassan K. Khalil. 1996. Noninear Systems. Prentice-Hall, New Jersey.
[19]
Kuo-Yun Liang, Jonas Mårtensson, and Karl Henrik Johansson. 2016. Heavy-duty vehicle platoon formation for fuel efficiency. IEEE Transactions on Intelligent Transportation Systems 17 (2016), 1051–1061.
[20]
Steffen Linsenmayer, Dimos V. Dimarogonas, and Frank Allgöwer. 2019. Periodic event-triggered control for networked control systems based on non-monotonic Lyapunov functions. Automatica 106 (2019), 35–46.
[21]
Fan Liu, Christos Masouros, Athina P. Petropulu, Hugh Griffiths, and Lajos Hanzo. 2020. Joint radar and communication design: Applications, state-of-the-art, and the road ahead. IEEE Transactions on Communications 68, 6 (2020), 3834–3862.
[22]
Haixia Peng, Dazhou Li, Qiang Ye, Khadige Abboud, Hai Zhao, Weihua Zhuang, and Xuemin Shen. 2017. Resource allocation for cellular-based inter-vehicle communications in autonomous multiplatoons. IEEE Transactions on Vehicular Technology 66, 12 (2017), 11249–11263.
[23]
Alexandre Seuret. 2012. A novel stability analysis of linear systems under asynchronous samplings. Automatica 48, 1 (2012), 177–182.
[24]
Eduardo D. Sontag. 2008. Input to state stability: Basic concepts and results. In Nonlinear and Optimal Control Theory. Springer, 163–220.
[25]
Nard Strijbosch, Geir E. Dullerud, Andrew R. Teel, and W. P. M. H. Heemels. 2021. L2-gain analysis of periodic event-triggered control and self-triggered control using lifting. IEEE Trans. Automat. Control 66, 8 (2021), 3749–3756.
[26]
Jiankun Sun, Jun Yang, Shihua Li, and Zhigang Zeng. 2021. Predictor-based periodic event-triggered control for dual-rate networked control systems with disturbances. IEEE Transactions on Cybernetics (2021), 1–12.
[27]
Dionysio Theodosis and Dimos V. Dimarogonas. 2019. Event-triggered control of nonlinear systems with updating threshold. IEEE Control Systems Letters 3, 3 (2019), 655–660.
[28]
Johan Thunberg, Nikita Lyamin, Katrin Sjoberg, and Alexey Vinel. 2019. Vehicle-to-vehicle communications for platooning: Safety analysis. IEEE Networking Letters 1, 4 (2019), 168–172.
[29]
Sebastian van de Hoef, Jonas Mårtensson, Dimos V. Dimarogonas, and Karl H. Johansson. 2020. A predictive framework for dynamic heavy-duty vehicle platoon coordination. ACM Transactions on Cyber-Physical Systems 4 (2020), 1–25.
[30]
Pengfei Wang, Boya Di, Hongliang Zhang, Kaigui Bian, and Lingyang Song. 2019. Platoon cooperation in cellular V2X networks for 5G and beyond. IEEE Transactions on Wireless Communications 18, 8 (2019), 3919–3932.
[31]
Wei Wang, Romain Postoyan, Dragan Nešić, and W. P. M. H. Heemels. 2020. Periodic event-triggered control for nonlinear networked control systems. IEEE Trans. Automat. Control 65, 2 (2020), 620–635.
[32]
Myounggyu Won. 2021. L-platooning: A protocol for managing a long platoon with DSRC. IEEE Transactions on Intelligent Transportation Systems (2021), 1–14.
[33]
Nan Wu and Harutoshi Ogai. 2013. Coordinative Platoon Running of SEV based on Vehicle-to-vehicle Communication. 2676–2681.
[34]
Xinlei Yi, Kun Liu, Dimos V. Dimarogonas, and Karl H. Johansson. 2019. Dynamic event-triggered and self-triggered control for multi-agent systems. IEEE Trans. Automat. Control 64, 8 (2019), 3300–3307.
[35]
Fan Yu and Subir Biswas. 2007. Self-configuring TDMA protocols for enhancing vehicle safety with DSRC based vehicle-to-vehicle communications. IEEE Journal on Selected Areas in Communications 25, 8 (2007), 1526–1537.
[36]
Hao Yu, Tongwen Chen, and Fei Hao. 2020. Output-based periodic event-triggered control for nonlinear plants: An approximate-model method. IEEE Transactions on Control of Network Systems 7 (2020), 1342–1354.
[37]
Di Zhao, Zidong Wang, Guoliang Wei, and Qing-Long Han. 2020. A dynamic event-triggered approach to observer-based PID security control subject to deception attacks. Automatica 120 (2020), 109–128.

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      Published In

      cover image ACM Transactions on Cyber-Physical Systems
      ACM Transactions on Cyber-Physical Systems  Volume 7, Issue 4
      October 2023
      199 pages
      ISSN:2378-962X
      EISSN:2378-9638
      DOI:10.1145/3627765
      • Editor:
      • Chenyang Lu
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      Association for Computing Machinery

      New York, NY, United States

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      Publication History

      Published: 14 October 2023
      Online AM: 21 August 2023
      Accepted: 13 August 2023
      Revised: 15 November 2022
      Received: 08 March 2022
      Published in TCPS Volume 7, Issue 4

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      Author Tags

      1. Periodic event-triggered control
      2. control and communication co-design
      3. vehicle-to-vehicle communication
      4. cooperative adaptive cruise control
      5. vehicle platooning

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      • National Natural Science Foundation of China (NSFC)
      • National Key Research and Development Program of China

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