Decentralized Event-Triggered Online Adaptive Control of Unknown Large-Scale Systems Over Wireless Communication Networks

• Published in: IEEE transaction on neural networks and learning systems Vol. 31; no. 11; pp. 4907 - 4919
• Main Authors: Su, Hanguang, Zhang, Huaguang, Liang, Xiaodong, Liu, Chong
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.11.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Adaptive control; Adaptive critic design; Communication networks; Communications networks; Control methods; Control systems; Decentralized control; decentralized event-triggered control (DETC); Heuristic algorithms; Interconnected systems; large-scale system (LSS); Large-scale systems; Neural networks; Nonlinear dynamical systems; Optimal control; reinforcement learning; Subsystems; System dynamics; Wireless communication; Wireless communications; Wireless networks; wireless sensor-actuator network (WSAN)

In this article, a novel online decentralized event-triggered control scheme is proposed for a class of nonlinear interconnected large-scale systems subject to unknown internal system dynamics and interconnected terms. First, by designing a neural network-based identifier, the unknown internal dynam...