Random signal processing

Author: Zhang Linghua
Publisher:
Publish Date: 2003-09-01
Features: This book provides an in-depth and accessible introduction to the fundamental theories and methods of random signal processing, based on the national unified examination syllabus for the "Signal Processing" course for applicants seeking a master's degree with equivalent academic standing compiled by the State Council Academic Degrees Committee. The book consists of six chapters: Chapter 1 introduces the basic knowledge of digital signal processing; Chapters 2 and 3 cover the fundamentals of random signal processing; Chapters 4 to 6 elaborate on power spectrum estimation and adaptive filtering. To facilitate self-study for examinees and to help readers better understand concepts, familiarize themselves with problem-solving approaches, and explore application methods, the book provides detailed solutions to the exercises listed at the end of the syllabus, along with a sufficient number of examples and specific application cases. This book is not only suitable for candidates seeking a master's degree in "Information and Communication Engineering" with equivalent academic standing but also serves as a textbook for graduate students in related fields, engineering master's degree seekers, or senior undergraduate students as an elective course. It can also be referenced by instructors and professionals in relevant disciplines. As a textbook, the recommended teaching hours are 50-60 hours.