Random Signal Analysis - (3rd Edition)

Author: Li Xiaofeng
Publisher:
Publish Date: 2007-02-01
Features: This book is a national planning textbook for the "11th Five-Year Plan" of general higher education. It primarily discusses the fundamental theories and analytical methods of random signals. The book consists of 7 chapters, covering the following content: fundamentals of probability theory, examples of random and typical signals, stationarity, cyclostationarity, and power spectral density functions, ergodicity and random experiment methods, random signals through linear systems, bandpass signals and narrowband Gaussian signals, Markov chains, independent increment processes, and Poisson processes, etc. The book emphasizes the basic concepts, physical significance, and systematic methods of random signals and their analysis, focusing on theoretical foundations while connecting with engineering practices. The content is comprehensive, the presentation is clear, and the examples and illustrations are rich, making it convenient for teaching and self-study. Based on elementary probability theory, advanced mathematics, and fundamental knowledge of signal analysis, this book can serve as a textbook or teaching reference for undergraduate and graduate students in electronic information-related fields in higher education institutions. It is also suitable for teachers, researchers, and engineering professionals in relevant fields.