Link Quality Estimation for Wireless Sensor Networks

 

Overview

This project addresses issues of deteriorated network performance caused by irregular radio patterns and unreliable link quality in wireless sensor networks. The goal is to study research challenges in estimating, providing and using link quality information in wireless sensor networks. The project achieves its goal via the following approaches: (1) develop new algorithms and techniques based on regression models for link quality estimation; (2) design a new link quality service to support upper-layer routing protocols and network services; (3) develop new routing protocols that incorporate the factor of link quality in their designs; (4) prototype the link quality estimator, link quality service, and routing protocols based on Berkeley's Sensor Network Architecture; (5) develop analytical performance models, implement simulators, and conduct empirical experiments to validate the feasibility and performance of research ideas and results. The result is a holistic suite of innovative protocols, algorithms and techniques for estimation and use of link quality information in wireless sensor networks. This research will fundamentally change the design of routing protocols and network services in wireless sensor networks and will have broad impact in various research fields, scientific studies, and applications, including computer science, earth science, habitat and wildlife monitoring, military and rescue operations, and so on. This project supports Ph.D students to pursue research in the areas of wireless sensor networks, systems, distributed algorithms, and spatio-temporal data management. A new graduate-level course covering these areas and integrating research results from the project will be introduced in the curriculum. Publications, technical reports, software and experimental data from this research will be disseminated via this project web site.

This research is supported in part by the National Science Foundation under Grant No. CNS-0534343.

Current Members

bulletWang-Chien Lee
bulletYingqi Xu

Collaborators

bulletYisang Chiang
bulletWen-Chih Peng

Publication

bullet

Y. Xu and W.-C. Lee, "Exploring Spatial Correlation for Link Quality Estimation in Wireless Sensor Networks", IEEE International Conference on Pervasive Computing and Communications (PerComí06), Pisa, Italy, March 2006, pp. 200-211.  [pdf]

 

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Last updated: 07/13/06.