Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b
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...
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2023
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| author | Yuen C.W. Balasubramaniam N. Din N.Md. |
| author2 | 36086913100 |
| author_facet | 36086913100 Yuen C.W. Balasubramaniam N. Din N.Md. |
| author_sort | Yuen C.W. |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | 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. |
| format | Conference paper |
| id | my.uniten.dspace-30771 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| record_format | dspace |
| spelling | my.uniten.dspace-307712023-12-29T15:53:00Z Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b Yuen C.W. Balasubramaniam N. Din N.Md. 36086913100 26967610800 9335429400 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) 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. Final 2023-12-29T07:52:59Z 2023-12-29T07:52:59Z 2009 Conference paper 10.1109/MICC.2009.5431451 2-s2.0-77952198754 https://www.scopus.com/inward/record.uri?eid=2-s2.0-77952198754&doi=10.1109%2fMICC.2009.5431451&partnerID=40&md5=52fa5ed08e270b5ab3ed89f5c726bbef https://irepository.uniten.edu.my/handle/123456789/30771 5431451 857 862 Scopus |
| spellingShingle | 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) Yuen C.W. Balasubramaniam N. Din N.Md. Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b |
| title | Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b |
| title_full | Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b |
| title_fullStr | Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b |
| title_full_unstemmed | Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b |
| title_short | Improvement of indoor location sensing algorithm using Wireless Local Area Network (WLAN) IEEE 802.11b |
| title_sort | improvement of indoor location sensing algorithm using wireless local area network (wlan) ieee 802.11b |
| topic | 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) |
| url_provider | http://dspace.uniten.edu.my/ |