Modern Signal Processing (Second Edition)

Author: Zhang Xian
Publisher:
Publish Date: 2004-11-01
Features: This book systematically and comprehensively introduces the main theories, representative methods, and some typical applications of modern signal processing. The book consists of 7 chapters, including random signals, parameter estimation theory, modern spectral estimation, adaptive filtering, higher-order signal analysis, and linear and nonlinear transformation methods for time-frequency signal analysis. The book draws from a wide range of sources, presents up-to-date content, and fully reflects the new theories, technologies, methods, and applications in signal processing, helping readers quickly track the latest international developments in the field. Compared to the edition, this book offers clearer explanations and is more suitable for self-study, with a stronger emphasis on the integration of theory and application. It is a textbook for Tsinghua University's Graduate Excellence Course Program and serves as a research reference book aligned with the forefront of international science. It is suitable for teachers, graduate students, and researchers in disciplines such as electronics, communication, automation, computer science, physics, biomedical engineering, and mechanical engineering for teaching, self-study, or advanced studies.