广义丢包补偿下马尔可夫无线通信信道的最优控制

IF 4.8 2区计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS

Automatica Pub Date : 2025-03-12 DOI:10.1016/j.automatica.2025.112240

Yuriy Zacchia Lun , Francesco Smarra , Alessandro D’Innocenzo

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引用次数: 0

摘要

在无线链路上闭合的控制回路从通信信道条件的准确估计中受益匪浅。为此，有限状态马尔可夫信道模型允许可靠的信道状态估计。针对具有持续信道状态观察、随机消息损失和广义丢包补偿的无线网络控制，提出了一种马尔可夫跳变线性系统表示。利用该模型，我们解决了有限和无限水平线性二次调节问题，并为任意给定的无限水平控制律引入了一个易于检验的稳定性条件。我们还深入分析了标量一般差补偿因子对通过无线链路远程控制的旋转倒立摆的稳定性和闭环性能的影响。最后，我们通过广泛的蒙特卡罗模拟对结果进行了数值验证，显示了所提出的控制策略的优点。

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Optimal control over Markovian wireless communication channels under generalized packet dropout compensation

Control loops closed over wireless links greatly benefit from accurate estimates of the communication channel condition. To this end, the finite-state Markov channel model allows for reliable channel state estimation. This paper develops a Markov jump linear system representation for wireless networked control with persistent channel state observation, stochastic message losses, and generalized packet dropout compensation. With this model, we solve the finite- and infinite-horizon linear quadratic regulation problems and introduce an easy-to-test stability condition for any given infinite-horizon control law. We also thoroughly analyze the impact of a scalar general dropout compensation factor on the stability and closed-loop performance of a rotary inverted pendulum controlled remotely through a wireless link. Finally, we validate the results numerically via extensive Monte Carlo simulations, showing the benefits of the proposed control strategy.

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来源期刊

Automatica 工程技术-工程：电子与电气

CiteScore

10.70

自引率

7.80%

发文量

617

审稿时长

5 months

期刊介绍： Automatica is a leading archival publication in the field of systems and control. The field encompasses today a broad set of areas and topics, and is thriving not only within itself but also in terms of its impact on other fields, such as communications, computers, biology, energy and economics. Since its inception in 1963, Automatica has kept abreast with the evolution of the field over the years, and has emerged as a leading publication driving the trends in the field. After being founded in 1963, Automatica became a journal of the International Federation of Automatic Control (IFAC) in 1969. It features a characteristic blend of theoretical and applied papers of archival, lasting value, reporting cutting edge research results by authors across the globe. It features articles in distinct categories, including regular, brief and survey papers, technical communiqués, correspondence items, as well as reviews on published books of interest to the readership. It occasionally publishes special issues on emerging new topics or established mature topics of interest to a broad audience. Automatica solicits original high-quality contributions in all the categories listed above, and in all areas of systems and control interpreted in a broad sense and evolving constantly. They may be submitted directly to a subject editor or to the Editor-in-Chief if not sure about the subject area. Editorial procedures in place assure careful, fair, and prompt handling of all submitted articles. Accepted papers appear in the journal in the shortest time feasible given production time constraints.