This paper investigates a cooperative node localization scheme for a tactical WSN (Wireless Sensor Network) that delivers accurate location estimates using a minimum number of anchor nodes. An efficient non-linear data dimension reduction technique, the Curvilinear Component Analysis (CCA), is applied, adopting a distributed map generation algorithm to create the node locations. The proposed new approach using CCA is compared with another highly effective cooperative map scheme which employs the MDS (Multi-Dimensional Scaling) non-linear reduction method, demonstrating improved position estimate accuracy and efficiency. The strength and weakness of the two schemes are analyzed through extensive simulation experiments using tactical WSN deployment scenarios.

Additional Metadata
Persistent URL dx.doi.org/10.1109/MILCOM.2007.4455138
Conference Military Communications Conference, MILCOM 2007
Citation
Li, L. (Li), & Kunz, T. (2007). Cooperative node localization for tactical Wireless Sensor Networks. Presented at the Military Communications Conference, MILCOM 2007. doi:10.1109/MILCOM.2007.4455138