Semi-physical Verification Technology for Dynamic Performance of Internet of Things System

Description

This book combines semi-physical simulation technology with an Internet of Things (IOT) application system based on novel mathematical methods such as the Fisher matrix, artificial neural networks, thermodynamic analysis, support vector machines, and image processing algorithms. The dynamic testing and semi-physical verification of the theory and application were conducted for typical IOT systems such as RFID systems, Internet of Vehicles systems, and two-dimensional barcode recognition systems. The findings presented are of great scientific significance and have wide application potential for solving bottlenecks in the development of RFID technology and IOT engineering. The book is a valuable resource for postgraduate students in fields such as computer science and technology, control science and engineering, and information science. Moreover, it is a useful reference resource for researchers in IOT and RFID-related industries, logistics practitioners, and system integrators. Front Matter ....Pages i-xv Research Progress of Semi-physical Verification Technology Based on Photoelectric Sensing (Xiaolei Yu, Donghua Wang, Zhimin Zhao)....Pages 1-43 Multi-antenna Optimal Reception Theory and Semi-physical Verification for RFID-MIMO System (Xiaolei Yu, Donghua Wang, Zhimin Zhao)....Pages 45-68 Influence of Temperature on the Dynamic Reading Performance of UHF RFID System: Thermodynamic Analysis and Semi-physical Verification (Xiaolei Yu, Donghua Wang, Zhimin Zhao)....Pages 69-84 Optimal Analysis and Semi-physical Verification of Geometric Distribution of RFID Multi-tag Based on Fisher Matrix (Xiaolei Yu, Donghua Wang, Zhimin Zhao)....Pages 85-104 Application and Semi-physical Verification of Artificial Neural Network in RFID Multi-tag Distribution Optimization (Xiaolei Yu, Donghua Wang, Zhimin Zhao)....Pages 105-130 Optimal Distribution and Semi-physical Verification of RFID Multi-tag Performance Based on Image Processing (Xiaolei Yu, Donghua Wang, Zhimin Zhao)....Pages 131-166 Application of Semi-physical Verification Technology in Other Areas of IOT (Xiaolei Yu, Donghua Wang, Zhimin Zhao)....Pages 167-224 Back Matter ....Pages 225-246