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WLAN Location Determination Via Clustering and Probability Distributions

Date: January 2008
Type: White Paper
Rating: (0)

Overview: This paper, presents the design, implementation, and evaluation of a novel probabilistic indoor location determination technique: the Joint Clustering technique. The technique depends on probability distributions to handle the noisy characteristics of the wireless channel, and clustering to manage the computational cost. It introduces clustering of radio map locations as an approach to reduce the complexity of the location determination algorithms and showed that clustering of radio map locations is a challenging problem with the noisy characteristic of the wireless channel. The technique presented in this paper can be applied in both indoor and outdoor environments.


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