Iterative Learning Control over Random Fading Channels

<p>Random fading communication is a type of attenuation damage of data over certain propagation media. Establishing a systematic framework for the design and analysis of learning control schemes the book studies in depth the iterative learning control for stochastic systems with random fading communication.</p><p>The authors introduce both cases where the statistics of the random fading channels are known in advance and unknown. They then extend the framework to other systems including multi-agent systems point-to-point tracking systems and multi-sensor systems. More importantly a learning control scheme is established to solve the multi-objective tracking problem with faded measurements which can help practical applications of learning control for high-precision tracking of networked systems.</p><p>The book will be of interest to researchers and engineers interested in learning control data-driven control and networked control systems.</p>