Information quality-aware tracking in uncertain sensor network

Authors:
Qianqian Ren;Jianzhong Li
Affiliations:
Department of Computer Science and Technology, Harbin Institute of Technology, Harbin, China/ School of Computer Science and Technology, Heilongjiang University, Harbin, China;Department of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
Venue:
International Journal of Sensor Networks
Year:
2013

Citing 20
Cited 0

Fault Tolerance in Collaborative Sensor Networks for Target Detection

IEEE Transactions on Computers
Localization for mobile sensor networks

Proceedings of the 10th annual international conference on Mobile computing and networking
Power conservation and quality of surveillance in target tracking sensor networks

Proceedings of the 10th annual international conference on Mobile computing and networking
Towards optimal sleep scheduling in sensor networks for rare-event detection

IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Online outlier detection in sensor data using non-parametric models

VLDB '06 Proceedings of the 32nd international conference on Very large data bases
TinySeRSync: secure and resilient time synchronization in wireless sensor networks

Proceedings of the 13th ACM conference on Computer and communications security
Achieving long-term surveillance in VigilNet

ACM Transactions on Sensor Networks (TOSN)
Investigating upper bounds on lifetime for target tracking sensor networks

International Journal of Sensor Networks
Fault tolerant target tracking in sensor networks

Proceedings of the tenth ACM international symposium on Mobile ad hoc networking and computing
On Unifying Privacy and Uncertain Data Models

ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
Data fusion improves the coverage of wireless sensor networks

Proceedings of the 15th annual international conference on Mobile computing and networking
Target tracking with binary proximity sensors

ACM Transactions on Sensor Networks (TOSN)
Optimisations for LocSens – an indoor location tracking system using wireless sensors

International Journal of Sensor Networks
Target tracking in wireless sensor networks using compressed Kalman filter

International Journal of Sensor Networks
Distributed energy-efficient target tracking with binary sensor networks

ACM Transactions on Sensor Networks (TOSN)
Information quality aware routing in event-driven sensor networks

INFOCOM'10 Proceedings of the 29th conference on Information communications
Management of target-tracking sensor networks

International Journal of Sensor Networks
Differential forms for target tracking and aggregate queries in distributed networks

Proceedings of the sixteenth annual international conference on Mobile computing and networking
Energy-efficient collaborative tracking in wireless sensor networks

International Journal of Sensor Networks
DCTC: dynamic convoy tree-based collaboration for target tracking in sensor networks

IEEE Transactions on Wireless Communications

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper proposes an information quality IQ aware tracking algorithm that reduces energy consumption for moving target tracking in uncertain sensor networks with guarantee of given quality constraints. We first model the uncertainty in sensor networks. Then, we map information quality to the combination of sensed data error, residual energy and energy cost of sensor nodes. Moreover, the problem of IQ-aware nodes selection is induced and an energy-efficient tracking algorithm based on nodes selection is presented. Finally, a comprehensive set of simulations is presented. We conclude that the proposed tracking algorithm yields excellent tracking performance in sensor networks under uncertainty.