Indoor Multi-Resolution Subarea Localization Based on Received Signal Strength Fingerprint

被引:0
|
作者
Zhou, Shengliang [1 ]
Wang, Bang [1 ]
Mo, Yijun [1 ]
Liu, Wenyu [1 ]
机构
[1] Huazhong Univ Sci & Technol, Dept Elect & Informat Engn, Wuhan 430074, Peoples R China
关键词
D O I
暂无
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
Fingerprint-based localization technology has been intensively studied for point localization in indoor environments. Subarea localization, which is to localize a mobile target into some subarea, is also a practical issue in indoor localization. In this paper, we propose the concept of multi-resolution subarea localization based on received signal strength fingerprinting technique. Different levels of subarea fingerprints are first obtained by constructing coverage range-based fingerprints, and by received signal mean values or probability distribution based fingerprints. We also propose two subarea localization schemes that consists of a two-step localization. At first, the radio coverage range fingerprints are used for localization, and when this method fails, we perform a deterministic-based or probabilistic-based fingerprint comparison to finally locate a mobile target. The field testing results show that the hit rate of
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Updatable indoor localization based on BLE signal fingerprint
    Benaissa, Brahim
    Yoshida, Kaori
    Koppen, Mario
    Hendrichovsky, Filip
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON APPLIED SMART SYSTEMS (ICASS), 2018,
  • [22] Indoor Visible Light Localization Algorithm Based on Received Signal Strength Ratio with Multi-Directional LED Array
    Wang, Lixuan
    Guo, Caili
    Luo, Pengfei
    Li, Qiang
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2017, : 138 - 143
  • [23] Measurement Fusion of Connectivity and Received Signal Strength for Indoor Localization and Tracking
    Kim, Hyowon
    Kim, Sunwoo
    2016 IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS WIRELESS BROADBAND (ICUWB2016), 2016,
  • [24] A COMPREHENSIVE STUDY FOR INDOOR LOCALIZATION TECHNIQUES USING RECEIVED SIGNAL STRENGTH
    Obeidat, H. A.
    Abd-Alhameed, R. A.
    Elkazmi, E. A.
    Asif, R.
    Usman, M.
    See, C. H.
    Elmegri, F.
    Ghazaany, T. S.
    Sharon, Z.
    Noras, J. M.
    Jones, S. M. R.
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INTERNET TECHNOLOGIES AND APPLICATIONS (ITA 13), 2013, : 405 - 414
  • [25] Robust Indoor Sensor Localization Using Signatures of Received Signal Strength
    Leu, Yungho
    Lee, Chi-Chung
    Chen, Jyun-Yu
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013,
  • [26] Robust indoor positioning based on received signal strength
    Sayrafian-Pour, Kamran
    Perez, Julio
    2007 2ND INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND APPLICATIONS, VOLS 1 AND 2, 2007, : 655 - +
  • [27] Received Signal Strength based Indoor Positioning with RFID
    Sasikala, M.
    Athena, J.
    Rini, A. Sheela
    2021 IEEE INTERNATIONAL CONFERENCE ON RFID TECHNOLOGY AND APPLICATIONS (RFID-TA), 2021, : 260 - 263
  • [28] Multiband Received Signal Strength Fingerprint Based Location System
    Sertthin, Chinnapat
    Fujii, Takeo
    Nakagawa, Masao
    2009 IEEE 20TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, 2009, : 1893 - 1897
  • [29] Indoor Device-free Localization Using Received Signal Strength Indicator and Illuminance Sensor for Random-forest-based Fingerprint Technique
    Suroso, Dwi Joko
    Cherntanomwong, Panarat
    Sooraksa, Pitikhate
    SENSORS AND MATERIALS, 2021, 33 (12) : 4331 - 4345
  • [30] Multi-Band Received Signal Strength Fingerprinting Based Indoor Location System
    Sertthin, Chinnapat
    Fujii, Takeo
    Ohtsuki, Tomoaki
    Nakagawa, Masao
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2010, E93B (08) : 1993 - 2003