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Title: | Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b | Authors: | Yuen, C.W. Balasubramaniam, N. Din, N.Md. |
Issue Date: | 2009 | 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. | DOI: | 10.1109/MICC.2009.5431451 |
Appears in Collections: | COGS Scholarly Publication |
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