This book discusses recent advances in the estimation and control of
networked systems with unacknowledged packet losses: systems usually
known as user-datagram-protocol-like. It presents both the optimal and
sub-optimal solutions in the form of algorithms, which are designed to
be implemented easily by computer routines. It also provides MATLAB(R)
routines for the key algorithms. It shows how these methods and
algorithms can solve estimation and control problems effectively, and
identifies potential research directions and ideas to help readers grasp
the field more easily.
The novel auxiliary estimator method, which is able to deal with
estimators that consist of exponentially increasing terms, is developed
to analyze the stability and convergence of the optimal estimator. The
book also explores the structure and solvability of the optimal control,
i.e. linear quadratic Gaussian control. It develops various sub-optimal
but efficient solutions for estimation and control for industrial and
practical applications, and analyzes their stability and performance.
This is a valuable resource for researchers studying networked control
systems, especially those related to non-TCP-like networks. The
practicality of the ideas included makes it useful for engineers working
with networked control.