This paper presents two optimization algorithms that jointly optimize the lifetime of Wireless Sensor Networks with high correlation between the nodes' data. Our first algorithm concentrates on path optimization. It builds on the centralized CMAX routing algorithm, but it also takes into account the energy loss of packet reception. Our second algorithm uses Distributed Source Coding (DSC) as a data compression technique. Compression rates and the routing paths are optimized separately, since with DSC the compression is independent from routing
Abughalieh, N, Steenhaut, K, Nowe, A & Tiberghien, J 2010, Lifetime Maximization of Correlated WSN. in The 18th Euromicro International Conference on Parallel, Distributed and Network-Based Computing.
Abughalieh, N., Steenhaut, K., Nowe, A., & Tiberghien, J. (2010). Lifetime Maximization of Correlated WSN. In The 18th Euromicro International Conference on Parallel, Distributed and Network-Based Computing
@inbook{e8ca0fc4c49b468c92fa20fa087e6d9b,
title = "Lifetime Maximization of Correlated WSN",
abstract = "This paper presents two optimization algorithms that jointly optimize the lifetime of Wireless Sensor Networks with high correlation between the nodes' data. Our first algorithm concentrates on path optimization. It builds on the centralized CMAX routing algorithm, but it also takes into account the energy loss of packet reception. Our second algorithm uses Distributed Source Coding (DSC) as a data compression technique. Compression rates and the routing paths are optimized separately, since with DSC the compression is independent from routing",
keywords = "Wireless Sensor Network, Distributed Source Coding, network lifetime",
author = "Nashat Abughalieh and Kris Steenhaut and Ann Nowe and Jacques Tiberghien",
year = "2010",
month = feb,
language = "English",
isbn = "978-3-902457-26-4",
booktitle = "The 18th Euromicro International Conference on Parallel, Distributed and Network-Based Computing",
}