Signal processing is concerned with the mathematical representation of signals and with the algorithmic manipulation of the signal to extract the information being carried. In digital signal processing, analogue signals are transformed to digital form for transmission and then transformed back again to analogue form. This book gives the reader a basic understanding of the topic sufficient for reading year 2000 published articles and conference papers, and includes a solutions manual for the many problems given.