Modern Signal Processing Exercises and Solutions

Author: Zhang Xian
Publisher:
Publish Date: 2003-06-01
Features: This book is a supplementary reference for the graduate textbook "Modern Signal Processing," consisting of 7 chapters including Random Signals, Parameter Estimation Theory, Modern Spectrum Estimation, Adaptive Filters, High-Order Statistical Analysis, and Linear and Nonlinear Transformations in Time-Frequency Signal Analysis. Each chapter systematically summarizes the main theories and methods of modern signal processing, followed by a set of exercises with detailed solutions provided for all of them. The selected exercises are categorized into three types: Review, Application, and Supplementary. The Review type helps readers review and master the main content of the textbook; the Application type includes a number of inspiring application problems; and the Supplementary type provides additional modern signal processing theories and methods beyond the textbook. This book, paired with "Modern Signal Processing," is a teaching material for Tsinghua University's graduate premium course program and Beijing Higher Education Premium Textbook. It is suitable for teachers, graduate students, and scientific and technical personnel in various disciplines such as Electronics, Communication, Automation, Computer Science, Physics, Biomedical Engineering, and Mechanical Engineering for teaching, self-study, advanced training, or postgraduate entrance examination preparation.