Modern signal processing

Author: Zhang Xianda
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, covering topics such as 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 material is extensive and up-to-date, fully reflecting the new theories, technologies, methods, and applications in signal processing, helping readers quickly track the latest international developments in the field. Compared to the first 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 teaching reference book for the Tsinghua University Graduate Elite Course Program, aligning with the forefront of international scientific research. This book is suitable for teachers, graduate students, and scientific researchers in disciplines such as electronics, communication, automation, computer science, physics, biomedical engineering, and mechanical engineering for teaching, self-study, or advanced studies.