Estimation of node locations is a fundamental issue in wireless sensor network (WSN) technologies. Cooperative localization has been proved to provideWSN self-calibration even in presence of sparse reference nodes and noisy range estimates, as it relies on redundancy exploiting all the available inter-node measurements. In this paper we consider cooperative localization based on time-of-arrival (TOA) inter-node ranging. We analyze the Cramer-Rao bound on the positioning accuracy for one/two dimensional regular network topologies. The aim is to obtain some understanding of the behaviour of localization accuracy for varying system settings, as a base for future evaluations of more realistic random network deployments.
Accuracy limits for TOA cooperative localization
NICOLI, MONICA BARBARA;
2009-01-01
Abstract
Estimation of node locations is a fundamental issue in wireless sensor network (WSN) technologies. Cooperative localization has been proved to provideWSN self-calibration even in presence of sparse reference nodes and noisy range estimates, as it relies on redundancy exploiting all the available inter-node measurements. In this paper we consider cooperative localization based on time-of-arrival (TOA) inter-node ranging. We analyze the Cramer-Rao bound on the positioning accuracy for one/two dimensional regular network topologies. The aim is to obtain some understanding of the behaviour of localization accuracy for varying system settings, as a base for future evaluations of more realistic random network deployments.File | Dimensione | Formato | |
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