Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b

• Main Authors: Yuen C.W., Balasubramaniam N., Din N.Md.
• Other Authors: 36086913100
• Format: Conference paper
• Published: 2023
• Subjects: 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-sensing; Mobile users; Wireless local area networks (WLAN)

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 loc...