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
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] RSSI-based Localization for Wireless Sensor Networks with Grid Topologies
    Ho, Chen-Yu
    Chen, Wei-Mei
    INTELLIGENT SYSTEMS AND APPLICATIONS (ICS 2014), 2015, 274 : 1701 - 1709
  • [32] 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
  • [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] A Localization Algorithm Based on Geographical Similarity of RSSI in Wireless Sensor Networks
    He, Guanglin
    Li, Lintao
    Lao, Li
    2009 INTERNATIONAL SYMPOSIUM ON COMPUTER NETWORK AND MULTIMEDIA TECHNOLOGY (CNMT 2009), VOLUMES 1 AND 2, 2009, : 64 - 68
  • [35] Weighted centroid localization algorithm based on RSSI for wireless sensor networks
    School of Logistics Eng., WUT, Wuhan 430063, China
    不详
    不详
    Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban), 2006, 2 (265-268):
  • [36] Indoor RSSI Prediction using Machine Learning for Wireless Networks
    Raj, Nibin
    2021 INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS & NETWORKS (COMSNETS), 2021, : 372 - 374
  • [37] Wireless Sensor Networks Anomaly Detection Using Machine Learning: A Survey
    Haque, Ahshanul
    Chowdhury, Naseef-Ur-Rahman
    Soliman, Hamdy
    Hossen, Mohammad Sahinur
    Fatima, Tanjim
    Ahmed, Imtiaz
    INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 3, INTELLISYS 2023, 2024, 824 : 491 - 506
  • [38] Improved hybrid algorithm of indoor wireless localization based on RSSI for wireless sensor networks
    Zhu, Jun
    Gao, Hui
    Ma, Shuai
    Journal of Computational Information Systems, 2013, 9 (09): : 3707 - 3714
  • [39] Machine Learning in Wireless Sensor Networks
    Kundaliya, Brijesh L.
    Patel, Josh
    Hadia, S. K.
    Patel, Upesh
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 137 (01) : 367 - 397
  • [40] A Survey on Localization for Mobile Wireless Sensor Networks
    Amundson, Isaac
    Koutsoukos, Xenofon D.
    MOBILE ENTITY LOCALIZATION AND TRACKING IN GPS-LESS ENVIRONMENTS, 2009, 5801 : 235 - 254