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

ArXiv (abs)PDF HTML

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

10 / 10 papers shown

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 24 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 27 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 24 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 17 8 0 28 Feb 2019