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Improving Channel Charting with Representation-Constrained Autoencoders

Improving Channel Charting with Representation-Constrained Autoencoders

International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019
7 August 2019
Pengzhi Huang
Oscar Castañeda
Emre Gönültaş
Said Medjkouh
O. Tirkkonen
Tom Goldstein
Christoph Studer
ArXiv (abs)PDFHTML

Papers citing "Improving Channel Charting with Representation-Constrained Autoencoders"

12 / 12 papers shown
Towards Channel Charting Enhancement with Non-Reconfigurable Intelligent Surfaces
Towards Channel Charting Enhancement with Non-Reconfigurable Intelligent Surfaces
Mahdi Maleki
Reza Agahzadeh Ayoubi
Marouan Mizmizi
U. Spagnolini
70
0
0
02 Nov 2025
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges
Guangjin Pan
Yuan Gao
Yilin Gao
Wenjun Yu
Zhiyong Zhong
Xiaoyu Yang
Xinyu Guo
Shugong Xu
333
14
0
24 Jan 2025
Global Scale Self-Supervised Channel Charting with Sensor Fusion
Global Scale Self-Supervised Channel Charting with Sensor Fusion
Omid Esrafilian
Mohsen Ahadi
Florian Kaltenberger
David Gesbert
90
3
0
07 May 2024
Velocity-Based Channel Charting with Spatial Distribution Map Matching
Velocity-Based Channel Charting with Spatial Distribution Map Matching
Maximilian Stahlke
G. Yammine
Tobias Feigl
Bjoern M. Eskofier
Christopher Mutschler
226
15
0
14 Nov 2023
Optimizing Multicarrier Multiantenna Systems for LoS Channel Charting
Optimizing Multicarrier Multiantenna Systems for LoS Channel ChartingIEEE Transactions on Wireless Communications (IEEE TWC), 2023
Taha Yassine
Luc Le Magoarou
M. Crussiére
S. Paquelet
249
5
0
28 Sep 2023
Indoor Localization with Robust Global Channel Charting: A
  Time-Distance-Based Approach
Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based ApproachIEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2022
Maximilian Stahlke
G. Yammine
Tobias Feigl
Bjoern M. Eskofier
Christopher Mutschler
192
36
0
07 Oct 2022
Leveraging triplet loss and nonlinear dimensionality reduction for
  on-the-fly channel charting
Leveraging triplet loss and nonlinear dimensionality reduction for on-the-fly channel chartingInternational Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2022
Taha Yassine
Luc Le Magoarou
S. Paquelet
M. Crussiére
200
14
0
04 Apr 2022
Semi-supervised t-SNE for Millimeter-wave Wireless Localization
Semi-supervised t-SNE for Millimeter-wave Wireless LocalizationInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2021
Junquan Deng
Wei Shi
Jian Hu
Xianlong Jiao
70
7
0
26 Nov 2021
On the Use of CSI for the Generation of RF Fingerprints and Secret Keys
On the Use of CSI for the Generation of RF Fingerprints and Secret KeysInternational ITG Workshop on Smart Antennas (WSA), 2021
M. Srinivasan
Sotiris Skaperas
A. Chorti
101
13
0
28 Oct 2021
Efficient channel charting via phase-insensitive distance computation
Efficient channel charting via phase-insensitive distance computationIEEE Wireless Communications Letters (WCL), 2021
Luc Le Magoarou
182
18
0
27 Apr 2021
Triplet-Based Wireless Channel Charting: Architecture and Experiments
Triplet-Based Wireless Channel Charting: Architecture and ExperimentsIEEE Journal on Selected Areas in Communications (JSAC), 2020
Paul Ferrand
Alexis Decurninge
L. G. Ordóñez
M. Guillaud
187
51
0
25 May 2020
Siamese Neural Networks for Wireless Positioning and Channel Charting
Siamese Neural Networks for Wireless Positioning and Channel ChartingAllerton Conference on Communication, Control, and Computing (Allerton), 2019
Eric Lei
Oscar Castañeda
O. Tirkkonen
Tom Goldstein
Christoph Studer
122
51
0
29 Sep 2019
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