含维纳噪声和泊松噪声的不确定均场随机系统的有限时间环形域保成本控制

Finite-Time Annular Domain Guaranteed Cost Control for Uncertain Mean-Field Stochastic Systems With Wiener and Poisson Noises

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2025
被引 10 · 同刊同年前 7%
ABS 3

中文导读

研究了同时受维纳噪声和泊松噪声干扰的不确定均场随机系统,提出一种有限时间环形域保成本控制方法,确保状态轨迹在固定时间内保持在上下界之间并最小化性能成本,通过电路实例验证了有效性。

Abstract

This article investigates the finite-time annular domain guaranteed cost control (FTADGCC) problem for uncertain mean-field stochastic systems with both Wiener and Poisson noises (UMFSSwWP). First, the definition of FTADGCC is introduced, which ensures that the state trajectories remain within an upper and lower bound during a fixed time interval and minimizes the performance cost of systems. Moreover, its superiority to finite-time guaranteed cost control is analyzed. Second, utilizing the Itô-Levy formula and the reverse differential Gronwall inequality (RDGI), several novel and less conservative sufficient conditions are presented for the state feedback and observer-based FTADGC (SFaOBFTADGC) controllers. Moreover, a new numerical algorithm is provided to minimize the cost function and give a broader range of parameters. Finally, a practical electrical circuit is offered to demonstrate the effectiveness and feasibility of our proposed findings.

随机系统控制理论保成本控制均场系统有限时间控制