A Comprehensive Survey of Machine Learning Based Localization with
Wireless Signals

A Comprehensive Survey of Machine Learning Based Localization with Wireless Signals

21 December 2020

Abdullah A. Alghafis

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Papers citing "A Comprehensive Survey of Machine Learning Based Localization with Wireless Signals"

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Title
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Guangjin Pan Yuan Gao Yilin Gao Zhiyong Zhong Xiaoyu Yang Xinyu Guo Shugong Xu 108 2 0 28 Jan 2025
Egoistic MDS-based Rigid Body Localization Niclas Führling Giuseppe Thadeu Freitas de Abreu David González González Osvaldo Gonsa 77 1 0 20 Jan 2025
Dynamic User Grouping based on Location and Heading in 5G NR Systems Dino Pjanić Korkut Emre Arslantürk X. Cai Fredrik Tufvesson 22 0 0 22 Oct 2024
A Review of Radio Frequency Based Localization for Aerial and Ground Robots with 5G Future Perspectives M. Kabiri Claudio Cimarelli Hriday Bavle Jose Luis Sanchez-Lopez Holger Voos 48 1 0 09 Dec 2022
Simple and Effective Augmentation Methods for CSI Based Indoor Localization Omer Gokalp Serbetci Ju-Hyung Lee Daoud Burghal A. Molisch 3DV 25 6 0 19 Nov 2022
LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning cCaugkan Yapar Ron Levie Gitta Kutyniok Giuseppe Caire 71 20 0 01 Feb 2022
Learning-Based UE Classification in Millimeter-Wave Cellular Systems With Mobility Dino Pjanić Alexandros Sopasakis H. Tataria Fredrik Tufvesson A. Reial 22 1 0 13 Sep 2021
Real-time Outdoor Localization Using Radio Maps: A Deep Learning Approach cCaugkan Yapar Ron Levie Gitta Kutyniok Giuseppe Caire 124 38 0 23 Jun 2021
Self-Learning for Received Signal Strength Map Reconstruction with Neural Architecture Search A. Malkova Loïc Pauletto C. Villien B. Denis Massih-Reza Amini 59 2 0 17 May 2021
Supervised ML Solution for Band Assignment in Dual-Band Systems with Omnidirectional and Directional Antennas Daoud Burghal Rui Wang Abdullah A. Alghafis A. Molisch 15 8 0 28 Feb 2019