Arming readers with both theoretical and practical knowledge, Advanced Linear Algebra for Engineers with MATLABAr provides real-life problems that readers can use to model and solve engineering and scientific problems in fields ranging from signal processing and communications to electromagnetics and social and health sciences. Facilitating a unique understanding of rapidly evolving linear algebra and matrix methods, this book: Outlines the basic concepts and definitions behind matrices, matrix algebra, elementary matrix operations, and matrix partitions, describing their potential use in signal and image processing applications Introduces concepts of determinants, inverses, and their use in solving linear equations that result from electrical and mechanical-type systems Presents special matrices, linear vector spaces, and fundamental principles of orthogonality, using an appropriate blend of abstract and concrete examples and then discussing associated applications to enhance readersa visualization of presented concepts Discusses linear operators, eigenvalues, and eigenvectors, and explores their use in matrix diagonalization and singular value decomposition Extends presented concepts to define matrix polynomials and compute functions using several well-known methods, such as Sylvesteras expansion and Cayley-Hamilton Introduces state space analysis and modeling techniques for discrete and continuous linear systems, and explores applications in control and electromechanical systems, to provide a complete solution for the state space equation Shows readers how to solve engineering problems using least square, weighted least square, and total least square techniques Offers a rich selection of exercises and MATLABAr assignments that build a platform to enhance readersa understanding of the material Striking the appropriate balance between theory and real-life applications, this book provides both advanced students and professionals in the field with a valuable reference that they will continually consult.This effect has been amplified by the rapid transition from analog to digital type systems that we have seen across the spectrum in many areas ... in circuit analysis, communications, signal and image processing, controls, color science, computer vision, mechanical systems, traffic analysis and many more. ... A complete step by step solution manual for each of the exercises is also available for instructors.
|Title||:||Advanced Linear Algebra for Engineers with MATLAB|
|Author||:||Sohail A. Dianat, Eli Saber|
|Publisher||:||CRC Press - 2009-02-23|