Electrical and Computer EngineeringECE 240 Introduction to Linear Dynamical Systems

Introduction to applied linear algebra and linear dynamical systems with applications to circuits, signal processing, communications, and control systems. Topics include the following: Least-squares approximations of over-determined equations and least-norm solutions of underdetermined equations. Symmetric matrices, matrix norm and singular value decomposition. Eigenvalues, left and right eigenvectors, and dynamical interpretation. Matrix exponential, stability, and asymptotic behavior. Multi-input multi-output systems, impulse and step matrices; convolution and transfer matrix descriptions. Control, reachability, state transfer, and least-norm inputs. Observability and least-squares state estimation. (Formerly CMPE 240.)

Requirements

Enrollment is restricted to graduate students; undergraduates may enroll if they have completed ECE 103 and AM 147.

Credits

5

Quarter offered

Fall

Instructor

The Staff, Mircea Teodorescu, Gabriel Elkaim