Robust wireless signal indoor localization

被引:1
|
作者
Kong, Liang [1 ]
Bauer, Gavin [1 ]
Hale, John [1 ]
机构
[1] Univ Tulsa, Inst Informat Secur, Tulsa, OK 74104 USA
来源
关键词
indoor localization; fuzzy logic; wireless signal; context awareness; SYSTEMS;
D O I
10.1002/cpe.3443
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Localization is a key enabler of context awareness in computing environments. This paper presents a technique for indoor localization using wireless signal strength from mobile devices. The method described treats locations as fuzzy sets and fuzzifies signal strength-related features to define membership. Membership values are then fused from multiple sources using a rule engine to deduce objective location values. The principal benefits of this technique are that it requires little or no calibration and that it can be used with widely available commercial devices. Simulation shows that this technique is robust to errors and provides reasonable accuracy. Applications to collaborative workflow and human computer interaction are discussed. Copyright (c) 2015John Wiley & Sons, Ltd.
引用
收藏
页码:2839 / 2850
页数:12
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