Accurate Indoor Localization Based on RSSI with Adaptive Environmental Parameters in Wireless Sensor Networks

被引:0
|
作者
El-din, Riham Abdallah Zein [1 ]
Rizk, Mohamed [1 ]
机构
[1] Univ Alexandria, Fac Engn, Dept Elect Engn, Alexandria, Egypt
来源
2012 FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE ENGINEERING SYSTEMS (ICIES) | 2012年
关键词
Wireless sensor networks; Active Localization; Indoor Empirical models; Mobility;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Most of the applications in wireless sensor networks require accurate estimation of the location of a user or a mobile robot. However indoor localization cannot be effectively done using Global Positioning Systems (GPS). Recently wireless sensor networks are concerned with estimating the location of sensors using Received Signal Strength Indication (RSSI), although all the existing techniques that use RSSI have a bad accuracy of estimating the location. In this paper we have introduced a new algorithm using anew empirical method (RIMO's Empirical method) that significantly increases the accuracy of localization with minimum processing time and minimum power consumption. Our new empirical method can be extended to be used for outdoor applications with very high accuracy.
引用
收藏
页码:177 / 183
页数:7
相关论文
共 50 条
  • [41] An Improved RSSI Measurement In Wireless Sensor Networks
    Zheng, Jungang
    Wu, Chengdong
    Chu, Hao
    Xu, Yang
    CEIS 2011, 2011, 15
  • [42] Mobile Fleet Localization Model via RSSI,TOA and TDOA in Wireless Sensor Networks
    Gunay, Faruk Baturalp
    Cavdar, Tugrul
    2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2014, : 1431 - 1434
  • [43] Environmental-adaptive RSSI-based localization in intelligent space
    Song, Baoye
    Tian, Guohui
    Zhou, Fengyu
    Gaojishu Tongxin/Chinese High Technology Letters, 2012, 22 (10): : 1083 - 1089
  • [44] Accurate Range-Free Localization Algorithms Based on PSO for Wireless Sensor Networks
    Hadir, Abdelali
    Regragui, Younes
    Garcia, Nuno M.
    IEEE ACCESS, 2021, 9 : 149906 - 149924
  • [45] Evaluation of an RSSI-based Location Algorithm for Wireless Sensor Networks
    Gracioli, G.
    Froehlich, A. A.
    Pires, R. P.
    Wanner, L.
    IEEE LATIN AMERICA TRANSACTIONS, 2011, 9 (01) : 830 - 835
  • [46] Localization Based on RSSI Exploiting Gaussian and Averaging Filter in Wireless Sensor Network
    Ranjan Kumar Mahapatra
    N. S. V. Shet
    Arabian Journal for Science and Engineering, 2018, 43 : 4145 - 4159
  • [47] A SELF-ADAPTABLE INDOOR LOCALIZATION SCHEME FOR WIRELESS SENSOR NETWORKS
    Yang, Chi-Lu
    Chang, Yeim-Kuan
    Chen, Yu-Tso
    Chu, Chih-Ping
    Chen, Chi-Chang
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2011, 21 (01) : 33 - 54
  • [48] Localization Based on RSSI Exploiting Gaussian and Averaging Filter in Wireless Sensor Network
    Mahapatra, Ranjan Kumar
    Shet, N. S. V.
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2018, 43 (08) : 4145 - 4159
  • [49] An effective metaheuristic based node localization technique for wireless sensor networks enabled indoor communication
    Sekhar, Pudi
    Lydia, E. Laxmi
    Elhoseny, Mohamed
    Al-Akaidi, Marwan
    Selim, Mahmoud M.
    Shankar, K.
    PHYSICAL COMMUNICATION, 2021, 48
  • [50] Indoor localization scheme in wireless sensor networks using spatial information
    Shi Wenming
    Huang Chuanhe
    Shao Mingkai
    Cheng Yong
    Chen Zhe
    2006 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-4, 2006, : 1164 - 1168