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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
Daoud Burghal
Ashwin T. Ravi
Varun Rao
Abdullah A. Alghafis
A. Molisch
ArXiv (abs)PDFHTML

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
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
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
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
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
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
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
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
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
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
1