Introduction to Signal Processing ()

Author: Sophocles J Orfanidis
Publisher:
Publish Date: 2003-07-01
Features: This book comprehensively introduces the fundamental principles and algorithms of Digital Signal Processing (DSP) in clear and intuitive language, and demonstrates the application of signal processing theory through numerous examples, such as digital signal generators (including table lookup generators), digital audio effect processors, noise reduction and signal enhancement, random noise generators, etc. The book is highly practical, with no complex formula derivations, but provides 100 C language functions and MATLAB functions, as well as programming considerations, enabling readers to easily implement software and algorithm simulations. It also introduces methods for hardware implementation of DSP. The book contains 350 exercises, including 75 computer experiments. Additionally, it covers several topics rarely discussed in general DSP literature, such as circular buffers, parametric equalizer design, audio effect processing, Savitzky-Golay smoothing filters, and noise shaping. This book is suitable for readers at various levels, such as university students, graduate students, engineering technicians, and DSP enthusiasts.