Data Fusion Theory and Applications - (Second Edition)

Author: Kang Yaohong
Publisher:
Publish Date: 2006-05-01
Features: Data fusion is a new frontier technology field that combines many traditional disciplines and emerging engineering fields, and is an important component of modern C3I systems. This book is the first monograph in China on the theory of multi-sensor data fusion. The book is divided into 12 chapters. The first chapter elaborates on the significance, theoretical foundation, implementation techniques, and research status of data fusion; Chapters 2 and 3 study multi-sensor target detection theory and performance evaluation; Chapters 4 to 8 discuss algorithms and theories of data association and target tracking; Chapter 9 introduces the basic ideas and methods of identity estimation; Chapters 10 to 12 introduce the basic theories of situation assessment and threat estimation, as well as the conditional event algebra theory and planning recognition theory with broad application prospects in this field. This book is suitable for college students, graduate students, and scientific research personnel and engineering technicians in fields such as communication, control, and signal processing.