Dual-Band Sensor Network for Accurate Device-Free Localization in Indoor Environment with WiFi Interference

被引:2
作者
Wang, Manyi [1 ,2 ]
Wang, Zhonglei [2 ]
Ding, Enjie [3 ]
Yang, Yun [4 ,5 ]
机构
[1] China Univ Min & Technol, Sch Informat & Elect Engn, Xuzhou 221008, Peoples R China
[2] Karlsruhe Inst Technol, CES, D-76131 Karlsruhe, Germany
[3] China Univ Min & Technol, Internet Things Res Ctr, Xuzhou 221008, Peoples R China
[4] INAC, UJF, CEA, CNRS, F-38054 Grenoble, France
[5] Osaka Univ, Grad Sch Informat Sci Technol, Suita, Osaka 5650871, Japan
来源
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 2015年 / E98D卷 / 03期
关键词
device-free localization; WiFi interference; dual-band; sensor networks; IEEE-802.15.4;
D O I
10.1587/transinf.2014NTP0007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Radio Frequency based Device-Free Localization (RFDFL) is an emerging localization technique without requirements of attaching any electronic device to a target. The target can be localized by means of measuring the shadowing of received signal strength caused by the target. However, the accuracy of RFDFL deteriorates seriously in environment with WiFi interference. State-of-the-art methods do not efficiently solve this problem. In this paper, we propose a dual-band method to improve the accuracy of RFDFL in environment without/with severe WiFi interference. We introduce an algorithm of fusing dual-band images in order to obtain an enhanced image inferring more precise location and propose a timestamp-based synchronization method to associate the dual-band images to ensure their one-one correspondence. With real-world experiments, we show that our method outperforms traditional single-band localization methods and improves the localization accuracy by up to 40.4% in real indoor environment with high WiFi interference.
引用
收藏
页码:596 / 606
页数:11
相关论文
共 23 条
  • [1] Abrudan T.E., 2011, P IPIN SEPT, P21
  • [2] Correlated Link Shadow Fading in Multi-Hop Wireless Networks
    Agrawal, Piyush
    Patwari, Neal
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (08) : 4024 - 4036
  • [3] Experimental study of coexistence issues between IEEE 802.11b and IEEE 802.15.4 wireless networks
    Angrisani, Leopoldo
    Bertocco, Matteo
    Fortin, Daniele
    Sona, Alessandro
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2008, 57 (08) : 1514 - 1523
  • [4] Hou J., 2009, P BODYNETS, P51
  • [5] Kaltiokallio O., 2013, COMPUT SCI
  • [6] Kaltiokallio O, 2012, IEEE INT CONF MOB, P254, DOI 10.1109/MASS.2012.6502524
  • [7] Real-Time Intrusion Detection and Tracking in Indoor Environment Through Distributed RSSI Processing
    Kaltiokallio, Ossi
    Bocca, Maurizio
    [J]. 2011 IEEE 17TH INTERNATIONAL CONFERENCE ON EMBEDDED AND REAL-TIME COMPUTING SYSTEMS AND APPLICATIONS (RTCSA 2011), VOL 1, 2011, : 61 - 70
  • [8] Lau SY, 2009, 4TH ACM INTERNATIONAL WORKSHOP ON WIRELESS NETWORK TESTBEDS, EXPERIMENTAL EVALUATION AND CHARACTERIZATION-WINTECH 2009, P35
  • [9] Liang C.-J.M., 2010, Proc. of ACM Sensys, Zurich, P309, DOI DOI 10.1145/1869983.1870014
  • [10] Moussa M., 2009, P ANN IEEE INT C PER, P1