This second edition of a popular resource provides a complete set of signal processing tools, including diagnostic decision-making tools, and classification methods. New chapters cover adaptive neural nets, linear discriminators, and support vector machines. Examples and problems in MATLAB® encourage exploration of important properties of signal and image processing tools. An accompanying CD-ROM provides data, support subroutines, and source code from examples in the text. An educational support CD-ROM that contains a solutions manual, a suggested syllabus, and PowerPoint® presentations of all chapters is also available for instructors looking to adapt this professional reference for classroom use.