Channel Charting: Locating Users within the Radio Environment using
Channel State Information

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Channel Charting: Locating Users within the Radio Environment using Channel State Information

13 July 2018

Christoph Studer

Emre Gönültaş

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Papers citing "Channel Charting: Locating Users within the Radio Environment using Channel State Information"

16 / 16 papers shown

Title
Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels Jonathan Ott Maximilian Stahlke Tobias Feigl Bjoern M. Eskofier Christopher Mutschler 90 0 0 19 May 2025
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
Wireless Channel Charting: Theory, Practice, and Applications Paul Ferrand M. Guillaud Christoph Studer O. Tirkkonen 49 14 0 17 Apr 2023
Channel charting based beamforming Luc Le Magoarou Taha Yassine S. Paquelet M. Crussiére 76 9 0 06 Dec 2022
Efficient Deep Unfolding for SISO-OFDM Channel Estimation Baptiste Chatelier Luc Le Magoarou Getachew Redieteab 68 13 0 11 Oct 2022
Smart Channel State Information Pre-processing for Joint Authentication and Secret Key Distillation M. Srinivasan Sotiris Skaperas A. Chorti Mahdi Shakiba-Herfeh M. K. Shehzad P. Sehier 21 1 0 01 Jun 2022
Open or not open: Are conventional radio access networks more secure and trustworthy than Open-RAN? Felix Klement Stefan Katzenbeisser V. Ulitzsch Juliane Krämer S. Stańczak Zoran Utkovski Igor Bjelakovic Gerhard Wunder 73 15 0 26 Apr 2022
Leveraging triplet loss and nonlinear dimensionality reduction for on-the-fly channel charting Taha Yassine Luc Le Magoarou S. Paquelet M. Crussiére 84 13 0 04 Apr 2022
Coverage Hole Detection for mmWave Networks: An Unsupervised Learning Approach C. K. Anjinappa Ismail Güvenç 16 11 0 17 Aug 2021
Efficient channel charting via phase-insensitive distance computation Luc Le Magoarou 65 16 0 27 Apr 2021
Triplet-Based Wireless Channel Charting: Architecture and Experiments Paul Ferrand Alexis Decurninge L. G. Ordóñez M. Guillaud 78 38 0 25 May 2020
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation Hamza Khan M. Butt S. Samarakoon P. Sehier M. Bennis 65 18 0 12 Mar 2020
MSE-Optimal Neural Network Initialization via Layer Fusion Ramina Ghods Andrew Lan Tom Goldstein Christoph Studer FedML 13 1 0 28 Jan 2020
Siamese Neural Networks for Wireless Positioning and Channel Charting Eric Lei Oscar Castañeda O. Tirkkonen Tom Goldstein Christoph Studer 55 44 0 29 Sep 2019
Improving Channel Charting with Representation-Constrained Autoencoders Pengzhi Huang Oscar Castañeda Emre Gönültaş Said Medjkouh O. Tirkkonen Tom Goldstein Christoph Studer 40 34 0 07 Aug 2019
Realistic Channel Models Pre-training Yourui Huangfu Jian Wang Chen Xu Rong Li Yiqun Ge Xianbin Wang Huazi Zhang Jun Wang 37 6 0 22 Jul 2019