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
  • [1] RSSI based Localization Scheme in Wireless Sensor Networks: A Survey
    Mistry, Hetal P.
    Mistry, Nital H.
    2015 5TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION TECHNOLOGIES ACCT 2015, 2015, : 647 - 652
  • [2] Localization Technology in Wireless Sensor Networks Using RSSI and LQI: A Survey
    Ji, Sai
    Liu, Dengzhi
    Shen, Jian
    ADVANCES IN COMPUTER SCIENCE AND UBIQUITOUS COMPUTING, 2017, 421 : 342 - 351
  • [3] Localization technology based on the RSSI for wireless sensor networks
    School of Information Science and Engineering, Northeastern University, Shenyang 110004, China
    Dongbei Daxue Xuebao, 2009, 5 (656-660):
  • [4] Robust Localization in Wireless Sensor Networks using RSSI
    Jameel, Furqan
    Faisal
    Haider, M. Asif Ali
    Butt, Amir Aziz
    2017 13TH INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES (ICET 2017), 2017,
  • [5] Machine learning algorithms for wireless sensor networks: A survey
    Kumar, D. Praveen
    Amgoth, Tarachand
    Annavarapu, Chandra Sekhara Rao
    INFORMATION FUSION, 2019, 49 : 1 - 25
  • [6] Space localization algorithm based RSSI in wireless sensor networks
    Zhou, Yan
    Li, Hai-Cheng
    Tongxin Xuebao/Journal on Communications, 2009, 30 (06): : 75 - 79
  • [7] A Centroid Localization Algorithm for Wireless Sensor Networks based on RSSI
    Bai, Yun
    Li, Chunming
    Xue, Yuan
    SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, PTS 1-4, 2013, 303-306 : 197 - +
  • [8] Research on RSSI-Based Localization in Wireless Sensor Networks
    Jin Rencheng
    Wong Hongbin
    Peng Bo
    Ge Ning
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 4012 - +
  • [9] Improved localization with RSSI and DTN algorithms in wireless sensor networks
    Adama V.R.
    Asutkar G.M.
    International Journal of Information Technology, 2021, 13 (2) : 603 - 607
  • [10] 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
12345