Attack-Resistant Wireless Localization Using an Inclusive Disjunction Model

被引:24
作者
Fang, Shih-Hau [1 ]
Chuang, Chung-Chih [1 ]
Wang, Chiapin [2 ]
机构
[1] Yuan Ze Univ, Dept Elect Engn, Tao Yuan, Taiwan
[2] Natl Taiwan Normal Univ, Dept Appl Elect Technol, Taipei, Taiwan
关键词
Wi-Fi; mobile phone positioning; location fingerprinting; hybrid projection; RSS (received signal strength); ROBUST LOCALIZATION; LOCATION ESTIMATION; FINGERPRINT;
D O I
10.1109/TCOMM.2012.040212.100291
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Wireless positioning is vulnerable to malicious attacks due to the nature of its open medium. This study proposes an attack-resistant fingerprinting localization algorithm based on a probabilistic inclusive disjunction model. This model allows an attacked observation to play a less significant role during the localization process, thus achieving more robust location estimations under security threats. This study included experiments conducted in an actual Wi-Fi network. Experimental results demonstrated that this approach apparently achieves more robust estimation than cluster-based, median-based, and sensor-selection methods under various attacks on RSS.
引用
收藏
页码:1209 / 1214
页数:6
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