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 charting

4 April 2022

Luc Le Magoarou

Papers citing "Leveraging triplet loss and nonlinear dimensionality reduction for on-the-fly channel charting"

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 48 1 0 28 Jan 2025
Model-based learning for multi-antenna multi-frequency location-to-channel mapping Baptiste Chatelier Vincent Corlay M. Crussiére Luc Le Magoarou 31 1 0 17 Jun 2024
Model-based Deep Learning for Beam Prediction based on a Channel Chart Taha Yassine Baptiste Chatelier Vincent Corlay M. Crussiére S. Paquelet Olav Tirkkonen Luc Le Magoarou 27 5 0 04 Dec 2023
Velocity-Based Channel Charting with Spatial Distribution Map Matching Maximilian Stahlke G. Yammine Tobias Feigl Bjoern M. Eskofier Christopher Mutschler 39 12 0 14 Nov 2023
Optimizing Multicarrier Multiantenna Systems for LoS Channel Charting Taha Yassine Luc Le Magoarou M. Crussiére S. Paquelet 34 4 0 28 Sep 2023
Channel charting based beamforming Luc Le Magoarou Taha Yassine S. Paquelet M. Crussiére 32 9 0 06 Dec 2022
Efficient Deep Unfolding for SISO-OFDM Channel Estimation Baptiste Chatelier Luc Le Magoarou Getachew Redieteab 18 12 0 11 Oct 2022
Indoor Localization with Robust Global Channel Charting: A Time-Distance-Based Approach Maximilian Stahlke G. Yammine Tobias Feigl Bjoern M. Eskofier Christopher Mutschler 22 28 0 07 Oct 2022
Efficient channel charting via phase-insensitive distance computation Luc Le Magoarou 36 15 0 27 Apr 2021
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,172 0 02 Feb 2017