Synchronization of Complex Dynamical Networks Subject to Noisy Sampling Interval and Packet Loss

• Published in: IEEE transaction on neural networks and learning systems Vol. 33; no. 8; pp. 3216 - 3226
• Main Authors: Hu, Zhipei, Ren, Hongru, Shi, Peng
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.08.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Circuits; Complex dynamical networks (CDNs); Control systems design; Delays; Intervals; Noise measurement; noisy sampling interval; Packet loss; Perturbation; Perturbation methods; Probability distribution; Randomness; Sampling; Sampling error; Stochasticity; successive packet losses; Synchronism; Synchronization; synchronization control; Upper bound; Upper bounds

This article focuses on the sampled-data synchronization issue for a class of complex dynamical networks (CDNs) subject to noisy sampling intervals and successive packet losses. The sampling intervals are subject to noisy perturbations, and categorical distribution is used to characterize the sampli...