Design of a Radio Frequency Identification (RFID)-Based Monitoring and Vehicle Management System

被引：1

作者：

Wang, Lixing ^{[1
]}

Ip, W. H. ^{[2
]}

Ting, Jacky S. L. ^{[2
]}

机构：

[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang, Liaoning, Peoples R China

[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Hong Kong, Peoples R China

来源：

WIRELESS COMMUNICATIONS, NETWORKING AND APPLICATIONS, WCNA 2014 | 2016年 / 348卷

关键词：

RFID; Optimization; Monitoring system; Genetic algorithm; GENETIC ALGORITHM; ROUTING PROBLEM; TRANSPORTATION; MODEL; FOOD;

D O I：

10.1007/978-81-322-2580-5_49

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, a real-time RFID-based vehicle monitoring and management system has been proposed. The system is composed of a RFID-based monitoring sub-system and a vehicle management sub-system. In the RFID-based monitoring system, the whole transportation process and the situations in containers are both monitored. In the vehicle management system, there are two parts. One is static optimization for making an initial optimal schedule. A hybrid algorithm, combining genetic algorithm (GA) and heuristics, is applied for static optimization. The other part is dynamic optimization for adjusting decisions. The heuristics method is used for dynamic optimization by adjusting the schedule based on the information received from the RFID-based monitoring system in real time. A simulated case is studied to test the performance of the system. The result shows that the system can significantly reduce the loss caused by accidents.

引用

页码：537 / 551

页数：15

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