Design and Analysis of the Event-Triggered Power Control Algorithm

doi:10.13190/j.jbupt.2020-199

Journal of Beijing University of Posts and Telecommunications ›› 2021, Vol. 44 ›› Issue (3): 35-40.doi: 10.13190/j.jbupt.2020-199

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Design and Analysis of the Event-Triggered Power Control Algorithm

HAN Kang-rong¹, LI Na², QIAN Rong-rong³

1. Ye Peida College of Innovation and Entrepreneurship, Beijing University of Posts and Telecommunications, Beijing 100876, China;
2. China Unicom Digital Technology Limited Company, Beijing 100176, China;
3. School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China

Received:2020-10-07 Online:2021-06-28 Published:2021-06-23

Abstract

Abstract: The existing power controls in wireless networks usually uses time-based feedback mechanism that has the problems of low efficiency and waste of feedback channel resources. The power control is modeled by control-theoretic methods, and the event-triggered mechanism is introduced so as to reduce the execution times of power control feedback and thus reduce the use of feedback-channel resources. The study integrates the event-trigger mechanism developed in control field into the power control algorithm, designs an event-triggered power control algorithm, analyzes, and verifies the stability of the algorithm. The focus is also on the event-triggered Zeno effect analysis. Simulations verify that the designed power control algorithm is the asymptotic stable and the Zeno effect does not exist.

Key words: control theory and control engineering, power control, wireless communication networks, event-triggered, control theoretic methods

CLC Number:

TN911.22

HAN Kang-rong, LI Na, QIAN Rong-rong. Design and Analysis of the Event-Triggered Power Control Algorithm[J]. Journal of Beijing University of Posts and Telecommunications, 2021, 44(3): 35-40.

References

[1] Park J, Kim L, Zander J. Asymptotic behavior of ultra-dense cellular networks and its economic impact[C]//IEEE Global Communications Conference. Austin:IEEE Press, 2014:4941-4946.
[2] Heemels W, Johansson K, Tabuada P. An introduction to event-triggered and self-triggered control[C]//IEEE Conference on Decision and Control. Mauis:IEEE Press, 2012:3270-3285.
[3] Donkers M, Heemels W. Output-based event-triggered control with guaranteed L_∞-gain and improved event-triggering[C]//IEEE Conference on Decision and Control. Atlanta:IEEE Press, 2010:3246-3251.
[4] Girard A. Dynamic triggering mechanisms for event-triggered control[J]. IEEE Transactions on Automatic Control, 2015, 60(7):1992-1997.
[5] Wang Xiaofeng, Lemmon M. Decentralized event-triggered broadcasts over networked control systems[C]//International Workshop on Hybrid Systems:Computation and Control. St. Louis:Springer-Verlag, 2008:22-24.
[6] Hu Songlin, Yue Dong. Event-triggered control design of linear networked systems with quantizations[J]. ISA Transactions, 2012, 51(1):153-162.
[7] Wang Xiaofeng, Kharisov E, Hovakimyan N. Real-time L1 adaptive control for uncertain networked control systems[J]. IEEE Transactions on Automatic Control, 2015, 60(9):2500-2505.
[8] Dimarogonas D, Johansson K. Event-triggered control for multi-agent systems[C]//IEEE Conference on Decision and Control and the 28th Chinese Control Conference. Shanghai:IEEE Press, 2009:7131-7136.
[9] Fan Yuan, Feng Gang, Wang Yong, et al. Distributed event-triggered control of multi-agent systems with combinational measurements[J]. Automatica, 2013, 49(2):671-675.
[10] Tabuada P. Event-triggered real-time scheduling of stabilizing control tasks[J]. IEEE Transactions on Automatic Control, 2007, 52(9):1680-1685.
[11] Qian Rongrong, Duan Zhisheng, Qi Yuan. Stability of a general class of power control algorithms with single-step feedback in wireless networks[J]. IEEE Transactions on Automatic Control, 2019, 64(7):2890-2897.
[12] Wu Yuchi, Wu Junfeng, Huang Minyi, et al. Mean-field transmission power control in dense networks[J]. IEEE Transactions on Control of Network Systems, 2021, 8(1):99-110.
[13] Qian Rongrong, Duan Zhisheng, Qi Yuan. Stability of power control in multiple coexisting wireless networks:an L2 small-gain perspective[J]. IEEE Transactions on Circuits and Systems I:Regular Papers, 2017, 64(5):1235-1246.
[14] Sung C, Leung K. A generalized framework for distributed power control in wireless networks[J]. IEEE Tran-sactions on Information Theory, 2005, 51(7):2625-2635.
[15] Feyzmahdavian H, Charalambous T, Johansson M. Stability and performance of continuous-time power control in wireless networks[J]. IEEE Transactions on Automatic Control, 2014, 59(8):2012-2023.

Design and Analysis of the Event-Triggered Power Control Algorithm

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