Exploiting machine learning strategies and RSSI for localization in wireless sensor networks: A survey

被引：0
|
作者：
Ahmadi, Hanen [1 ,2 ]
Bouallegue, Ridha [1 ]
机构：
[1] Univ Tunis El Manar, Univ Carthage, Supcom, InnovCOM, Tunis, Tunisia
[2] Univ Carthage, ELEDIA InnovCOM, ELEDIA Res Ctr, Tunis, Tunisia
来源：
2017 13TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC) | 2017年
关键词：
Localization; WSN; Machine learning; RSSI; Fingerprinting; anchor-based; INDOOR LOCALIZATION;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In recent years, there has been a growing interest in the wireless sensor networks (WSN) for a variety of applications such as the localization and real time positioning. Different approaches based on artificial intelligence are applied to solve common issues in WSN and improve network performance. This paper addresses a survey on machine learning techniques for localization in WSNs using Received Signal Strength Indicator.
引用
收藏
页码：1150 / 1154
页数：5
相关论文
共 50 条
  • [41] Survey of localization techniques in wireless sensor networks
    Li Z.
    Li R.
    Wei Y.
    Pei T.
    Information Technology Journal, 2010, 9 (08) : 1754 - 1757
  • [42] Localization algorithms of Wireless Sensor Networks: a survey
    Han, Guangjie
    Xu, Huihui
    Duong, Trung Q.
    Jiang, Jinfang
    Hara, Takahiro
    TELECOMMUNICATION SYSTEMS, 2013, 52 (04) : 2419 - 2436
  • [43] Secure localization in wireless sensor networks: A survey
    Jiang J.
    Han G.
    Zhu C.
    Dong Y.
    Zhang N.
    Journal of Communications, 2011, 6 (06): : 460 - 470
  • [44] Survey on localization algorithms for wireless sensor networks
    Hao, Zhikai
    Wang, Shuo
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2008, 36 (SUPPL. 1): : 224 - 227
  • [45] Localization algorithms of Wireless Sensor Networks: a survey
    Guangjie Han
    Huihui Xu
    Trung Q. Duong
    Jinfang Jiang
    Takahiro Hara
    Telecommunication Systems, 2013, 52 : 2419 - 2436
  • [46] The Study of RSSI in Wireless Sensor Networks
    Zheng, Jungang
    Liu, Yue
    Fan, Xufeng
    Li, Feng
    PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRIAL ENGINEERING (AIIE 2016), 2016, 133 : 207 - 209
  • [47] Machine Learning Based Localization in Large-Scale Wireless Sensor Networks
    Bhatti, Ghulam
    SENSORS, 2018, 18 (12)
  • [48] Increasing RSSI Localization Accuracy with Distance Reference Anchor in Wireless Sensor Networks
    Bekcibasi, Ugur
    Tenruh, Mahmut
    ACTA POLYTECHNICA HUNGARICA, 2014, 11 (08) : 103 - 120
  • [49] A RSSI-based and calibrated centralized localization technique for wireless sensor networks
    Alippi, C
    Vanini, G
    FOURTH ANNUAL IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS, PROCEEDINGS, 2006, : 301 - +
  • [50] Performance Evaluation of Localization Techniques in Wireless Sensor Networks Using RSSI and LQI
    Mukhopadhyay, Bodhibrata
    Sarangi, Sanat
    Kar, Subrat
    2015 TWENTY FIRST NATIONAL CONFERENCE ON COMMUNICATIONS (NCC), 2015,
12345