Publication: Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b
Date
2009
Authors
Yuen C.W.
Balasubramaniam N.
Din N.Md.
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Abstract
This paper proposes to improve the performance of the K-Nearest Neighbour algorithm in predicting the location of a mobile user in an indoor environment. Emphasis is placed on RSS sample vector fluctuation stabilization, resulting in an overall 12% increase in the precision of predicting correct locations compared to previous efforts. �2009 IEEE.
Description
Keywords
K-Nearest neigbour , Location awareness , WLAN IEEE 802.11b , Digital television , Global system for mobile communications , Local area networks , Location , Standards , IEEE 802.11b , Indoor environment , K-nearest neighbour algorithms , Location awareness , Location-sensing , Mobile users , Wireless local area networks (WLAN)