Intelligent sensors and information systems

Author: Liang Wei
Publisher:
Publish Date: 2004-01-01
Features: This book is a textbook introducing intelligent sensor technology. Theoretically, it involves the intersection of multiple disciplines such as control theory, bionics, computer science, and bioelectronics; practically, it covers the application of many cutting-edge intelligent theories, including fuzzy logic, neural networks, and genetic algorithms. The book is divided into three parts. The first part discusses the basic knowledge of intelligent sensing and information systems from the perspectives of biological simulation and information fusion. It includes the fundamentals of intelligent sensors and information fusion, the basic technologies of intelligent sensors, the bionic mechanisms of intelligent perception systems, and the peripheral technologies of intelligent sensors. The second part introduces the knowledge of intelligent data analysis and information systems. It covers an overview of sensor information fusion principles, neural fuzzy identification methods for nonlinear systems, soft computing based on signal prediction, repair, and filtering, as well as neural fuzzy chaotic engineering for establishing intelligent adaptive information systems. The third part selects and introduces some engineering application examples. This book can serve as a textbook for senior undergraduate or graduate students in fields such as mechanical engineering, electronics, electrical engineering, computer science, automation, and chemical measurement, as well as a reference book for researchers and engineering.