Linear Systems Theory, Second Edition

This second edition comprehensively presents important tools of linear systems theory, including differential and difference equations, Laplace and Z transforms, and more.Linear Systems Theory discusses:o Nonlinear and linear systems in the state space form and through the transfer function methodo Stability, including marginal stability, asymptotical stability, global asymptotical stability, uniform stability, uniform exponential stability, and BIBO stabilityo Controllabilityo Observabilityo Canonical formso System realizations and minimal realizations, including state space approach and transfer function realizationso System designo Kalman filterso Nonnegative systemso Adaptive controlo Neural networksThe book focuses mainly on applications in electrical engineering, but it provides examples for most branches of engineering, economics, and social sciences.What's New in the Second Edition?o Case studies drawn mainly from electrical and mechanical engineering applications, replacing many of the longer case studieso Expanded explanations of both linear and nonlinear systems as well as new problem sets at the end of each chaptero Illustrative examples in all the chapterso An introduction and analysis of new stability conceptso An expanded chapter on neural networks, analyzing advances that have occurred in that field since the first editionAlthough more mainstream than its predecessor, this revision maintains the rigorous mathematical approach of the first edition, providing fast, efficient development of the material.Linear Systems Theory enables its reader to develop his or her capabilities for modeling dynamic phenomena, examining their properties, and applying them to real-life situations.