Automatic Target Recognition Effect Evaluation Technology

Author: Zhuang Zhao Wen, Li Xiang, Li Yan Peng, Wang Hong Qiang
Publisher:
Publish Date: 2006-10-01
Features: Automatic Target Recognition (ATR) technology plays a crucial role in modern warfare, yet the evaluation of its performance significantly lags behind practical needs. Based on an in-depth study of ATR performance evaluation, this book strives to present objective, quantitative, systematic, and practical techniques for evaluating recognition effectiveness. The book is divided into 10 chapters: First, it introduces the relevant background, identifies the research problem through analysis to establish the approach for recognition effectiveness evaluation, and clarifies the theoretical and technical framework of the evaluation. It then provides measurement methods for recognition conditions and an evaluation index system. Subsequently, it employs Fuzzy Comprehensive Evaluation, Fuzzy Integral, Fuzzy Cluster Analysis, Measure Theory, and Lyapunov Stability Theory to establish evaluation models suitable for different contexts. Finally, it explores the workflow of evaluation, the selection principles for evaluation models, and presents practical examples of ATR performance evaluation. This book can serve as a graduate textbook for the Information and Communication Engineering program and is also reference material for researchers in national defense science and technology, weapons and equipment, project managers, and technical maintenance personnel.