Cluster filtered KNN: A WLAN-based indoor positioning scheme

  title={Cluster filtered KNN: A WLAN-based indoor positioning scheme},
  author={Jun Ma and Xuansong Li and XianPing Tao and Jian Lu},
  journal={2008 International Symposium on a World of Wireless, Mobile and Multimedia Networks},
Location Based Service (LBS) is one kind of ubiquitous applications whose functions are based on the locations of clients. The core of LBS is an effective positioning system. As wireless LAN (WLAN) costs less and is easy to access, using WLAN for indoor positioning has been widely studied recently. K nearest neighbors (KNN) is one of the basic deterministic fingerprint based algorithms and widely used for WLAN-based indoor positioning. However, KNN takes all the nearest K neighbors for… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 20 references

Denko, “IEEE 802.11 WLAN based Real-time Location Tracking in Indoor and Outdoor Environments

  • M.K.M. Emery
  • Proceedings of CCECE
  • 2007
3 Excerpts

Apduhan, “A Dangerous Location Aware System for Assisting Kids Safety Care

  • K. Takata, J. H. Ma, B.O
  • Proceedings of AINA 2006, Volume
  • 2006
2 Excerpts

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