Linear Systems Theory is a comprehensive text that presents a mathematically rigorous development of important tools of linear systems theory. These tools include differential and difference equations, Laplace and Z transforms, state space and transfer function representations, stability, controllability and observability, duality, canonical forms, realizability, minimal realizations, observers, feedback compensators, nonnegative systems, Kalman filters, and adaptive control and neural networks.