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Support Vector Regression Based Indoor Location in IEEE 802.11 Environments
2015
Mobile Information Systems
The wide spread of the 802.11-based wireless technology brings about a good opportunity for the indoor positioning system. In this paper, we present a new 802.11-based indoor positioning method using support vector regression (SVR), which consists of offline training stage and online location stage. The model that describes the relations between the position and the received signal strength (RSS) of the mobile device is established at the offline training stage by SVR, and at the online
doi:10.1155/2015/295652
fatcat:fhxxzfnyw5fk7ldanc5uqgc354