RSSI Fingerprinting-Based Indoor Localization Scheme Employing Denoising Autoencoder

被引:0
|
作者
Kim, Kyuri [1 ]
Lee, Jaeho [2 ]
机构
[1] IT Media Engineering, Duksung Women’s University, Korea, Republic of
[2] Software, Duksung Women’s University, Korea, Republic of
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
10.5302/J.ICROS.2023.22.0205
中图分类号
学科分类号
摘要
Data mining - Indoor positioning systems - Learning systems
引用
收藏
页码:184 / 190
相关论文
共 50 条
  • [1] Adaptive Scheme of Denoising Autoencoder for Estimating Indoor Localization Based on RSSI Analytics in BLE Environment
    Kim, Kyuri
    Lee, Jaeho
    [J]. SENSORS, 2023, 23 (12)
  • [2] RSSI and Device Pose Fusion for Fingerprinting-Based Indoor Smartphone Localization Systems
    Khan, Imran Moez
    Thompson, Andrew
    Al-Hourani, Akram
    Sithamparanathan, Kandeepan
    Rowe, Wayne S. T.
    [J]. FUTURE INTERNET, 2023, 15 (06):
  • [3] RSSI Fingerprinting-based UHF Partial Discharge Localization Technology
    Zhang Weidong
    Bi Kai
    Li Zhen
    Luo Lingen
    Sheng Gehao
    Jiang Xiuchen
    [J]. 2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2016, : 1364 - 1367
  • [4] On TinyML WiFi Fingerprinting-based Indoor Localization: Comparing RSSI vs. CSI Utilization
    Mendez, Diego
    Zennaro, Marco
    Altayeb, Moez
    Manzoni, Pietro
    [J]. 2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024,
  • [5] Fingerprinting-based Indoor Localization with Relation Learning Network
    Zhang, Lingyan
    Wang, Hongyu
    [J]. 2019 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2019,
  • [6] DeepLocBox: Reliable Fingerprinting-Based Indoor Area Localization
    Laska, Marius
    Blankenbach, Jorg
    [J]. SENSORS, 2021, 21 (06) : 1 - 23
  • [7] A Neural Network Approach for Indoor Fingerprinting-Based Localization
    Jaafar, Rayana H.
    Saab, Samer S.
    [J]. 2018 9TH IEEE ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE (UEMCON), 2018, : 537 - 542
  • [8] RSSI fingerprinting-based localization using machine learning in LoRa networks
    Anjum, Mahnoor
    Khan, Muhammad Abdullah
    Hassan, Syed Ali
    Mahmood, Aamir
    Qureshi, Hassaan Khaliq
    Gidlund, Mikael
    [J]. IEEE Internet of Things Magazine, 2020, 3 (04): : 53 - 59
  • [9] Performance of Fingerprinting-Based Indoor Positioning with Measured and Simulated RSSI Reference Maps
    Kawecki, Robert
    Hausman, Slawomir
    Korbel, Piotr
    [J]. REMOTE SENSING, 2022, 14 (09)
  • [10] WiFi Indoor Localization with CSI Fingerprinting-Based Random Forest
    Wang, Yanzhao
    Xiu, Chundi
    Zhang, Xuanli
    Yang, Dongkai
    [J]. SENSORS, 2018, 18 (09)