Design and implementation of monitoring and management system based on wireless sensor network hop estimation with the moving target Kalman prediction and Greedy-Vip

Authors:
Wei Chen;Zhibo Tang;Xiaorong Jiang;Qichong Tian;Jing Gao;Tongfeng Sun;Renke Sun;Ming Zhao
Affiliations:
School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, 221116, China;School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, 221116, China;School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, 221116, China;Department of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan, 430074, China;School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, 221116, China;School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, 221116, China;School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, 221116, China;College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, China
Venue:
Computer Standards & Interfaces
Year:
2014

Citing 12
Cited 0

Wireless sensor network survey

Computer Networks: The International Journal of Computer and Telecommunications Networking
Extended Kalman Filter for wireless LAN based indoor positioning

Decision Support Systems
Improvement of Kalman filters for WLAN based indoor tracking

Expert Systems with Applications: An International Journal
An improvement of GAF for lifetime elongation in wireless sensor networks

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Virtual position based geographic routing for wireless sensor networks

Computer Communications
Design challenges for energy-constrained ad hoc wireless networks

IEEE Wireless Communications
Energy concerns in wireless networks

IEEE Wireless Communications
Routing techniques in wireless sensor networks: a survey

IEEE Wireless Communications
A novel channel estimation and tracking method for wireless OFDM systems based on pilots and Kalman filtering

IEEE Transactions on Consumer Electronics
Scalable and robust data dissemination for large-scale wireless sensor networks

IEEE Transactions on Consumer Electronics
Energy-efficient cooperative communication for data transmission in wireless sensor networks

IEEE Transactions on Consumer Electronics
An intelligent agent-based routing structure for mobile sinks in WSNs

IEEE Transactions on Consumer Electronics

Quantified Score

Hi-index	0.00

Visualization

Abstract

Recent advances in wireless sensor networks (WSNs) technologies and their incorporation with geographic information system (GIS) technologies offer vast opportunities for development and application of environment monitoring data communication. This paper analyzes the method of predicting the location of moving target with the Kalman filter and Greedy-ViP approach to establish WSN flat network routing and the data management system. Simulation results demonstrate that the predicted information collection node locations by the proposed method are consistent with the majority of real ones, the hops tend to straight lines, the hops count is the least, lower repetition rate of the nodes on different hops, and the environment monitoring data can be saved and queried.