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
  • [31] A Mobile Anchor Node Assisted RSSI Localization Scheme in Underwater Wireless Sensor Networks
    Sun, Yanlong
    Yuan, Yazhou
    Xu, Qimin
    Hua, Changchun
    Guan, Xinping
    SENSORS, 2019, 19 (20)
  • [32] Adaptive RSSI-based localization scheme for wireless sensor networks
    Wail Mardini
    Yaser Khamayseh
    Abdalrhman Abdalkareem Almodawar
    Ehab Elmallah
    Peer-to-Peer Networking and Applications, 2016, 9 : 991 - 1004
  • [33] Adaptive iteration localization algorithm based on RSSI in wireless sensor networks
    Chen, Haijun
    Tan, Guanzheng
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (02): : S3059 - S3067
  • [34] RSSI quantization and genetic algorithm based localization in wireless sensor networks
    Ren, Qianqian
    Zhang, Yang
    Nikolaidis, Ioanis
    Li, Jinbao
    Pan, Yu
    AD HOC NETWORKS, 2020, 107
  • [35] Adaptive RSSI-based localization scheme for wireless sensor networks
    Mardini, Wail
    Khamayseh, Yaser
    Almodawar, Abdalrhman Abdalkareem
    Elmallah, Ehab
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2016, 9 (06) : 991 - 1004
  • [36] DuRT: Dual RSSI Trend Based Localization for Wireless Sensor Networks
    Sahu, Pratap Kumar
    Wu, Eric Hsiao-Kuang
    Sahoo, Jagruti
    IEEE SENSORS JOURNAL, 2013, 13 (08) : 3115 - 3123
  • [37] Secure and Reliable Localization in Wireless Sensor Network Based on RSSI Mapping
    Pyda, Jakub
    Prokop, Wojciech
    Rusinek, Damian
    Ksiezopolski, Bogdan
    COMPUTER NETWORKS (CN 2017), 2017, 718 : 55 - 69
  • [38] Adaptive iteration localization algorithm based on RSSI in wireless sensor networks
    Haijun Chen
    Guanzheng Tan
    Cluster Computing, 2019, 22 : 3059 - 3067
  • [39] Error Analyzing for RSSI-based Localization in Wireless Sensor Networks
    Chen, Wanming
    Mei, Tao
    Sun, Lei
    Liu, Yumei
    Li, Yangming
    Li, Shuai
    Liang, Huawei
    Meng, Max Q. -H.
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 2701 - +
  • [40] RSSI-Based Localization Schemes for Wireless Sensor Networks Using Outlier Detection
    Chuku, Ndubueze
    Nasipuri, Asis
    JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 2021, 10 (01)
12345