码率受限下基于编解码的分布式事件触发滑模一致性控制

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Xing Qi , Liangkuan Zhu , Xin Li
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引用次数: 0

摘要

研究了连续时间多智能体系统(MASs)在受限比特率下的分布式滑模一致性控制问题,提出了一种基于量化的事件触发编解码机制(ETEDM),以压缩智能体之间传输的数据,减轻数字通信网络有限带宽资源的负担。比特率的下界被建模为编码长度与事件触发协议(ETP)的最小间执行时间之比。此外,采用分布式估计器对每个agent的状态进行估计,生成事件触发瞬间。在此基础上,提出了一种基于动态参数的分布式滑模控制(SMC)算法,增强了系统的鲁棒性,抑制了抖振现象。然后,消除了ETP的芝诺现象,并推导出译码误差有界所需的码率条件。利用线性矩阵不等式理论,给出了码率分配方案下一致跟踪误差是指数最终有界的充分准则,并参数化了控制器增益矩阵的解。最后,通过一组双质量弹簧系统验证了所提控制方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Encoding–decoding-based distributed event-triggered sliding mode consensus control for multiagent systems under constrained bit rate
This paper investigates the distributed sliding mode consensus control problem for the continuous-time multi-agent systems (MASs) under the constrained bit rate, in which a quantization-based event-triggered encoding–decoding mechanism (ETEDM) is developed to compress the transmitted data between agents and lessen the burden on the limited bandwidth resources of digital communication networks. The lower bound of bit rate is modeled as the ratio of the encoding length to the minimum inter-execution time of the event-triggered protocol (ETP). In addition, a distributed estimator is adopted to estimate the state of each agent and generate event-triggered instants. Further, a dynamic parameter-based distributed sliding mode control (SMC) algorithm is formulated to reinforce the system’s robustness and suppress the chattering phenomenon. Subsequently, the Zeno phenomenon of ETP is eliminated and the required bit rate condition for the decoding error to be bounded is deduced. By the theory of linear matrix inequalities, a sufficient criterion under the bit rate allocation scheme is given to guarantee that the consensus tracking error is exponentially ultimately bounded (EUB) and the solution of the controller’s gain matrix is parameterized. Finally, the validity of the developed control approach is verified by a set of two-mass–spring systems.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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