Data-Driven Symbol Detection via Model-Based Machine Learning

Data-Driven Symbol Detection via Model-Based Machine Learning

14 February 2020

Andrea J. Goldsmith

Yonina C. Eldar

Papers citing "Data-Driven Symbol Detection via Model-Based Machine Learning"

17 / 17 papers shown

Title
On the Robustness of Deep Learning-aided Symbol Detectors to Varying Conditions and Imperfect Channel Knowledge Chin-Hung Chen B. Karanov Wim J. van Houtum Wu Yan Alex Young Alex Alvarado 24 2 0 23 Jan 2024
Deep Learning-Based Detection for Marker Codes over Insertion and Deletion Channels Guochen Ma Xiaopeng Jiao Jianjun Mu Hui Han Yaming Yang 18 4 0 02 Jan 2024
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights Maryam Ben Driss Essaid Sabir H. Elbiaze Walid Saad 28 7 0 07 Dec 2023
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks Arindam Chowdhury Gunjan Verma A. Swami Santiago Segarra 15 12 0 02 Apr 2023
Decentralized Low-Latency Collaborative Inference via Ensembles on the Edge M. Malka Erez Farhan Hai Morgenstern Nir Shlezinger FedML 13 12 0 07 Jun 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 28 398 0 01 Jun 2022
Semantic Information Recovery in Wireless Networks Edgar Beck C. Bockelmann Armin Dekorsy 18 22 0 28 Apr 2022
Stability Analysis of Unfolded WMMSE for Power Allocation Arindam Chowdhury Fernando Gama Santiago Segarra 38 3 0 14 Oct 2021
LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers Shahin Khobahi Nir Shlezinger M. Soltanalian Yonina C. Eldar 11 37 0 05 Feb 2021
Unfolded Algorithms for Deep Phase Retrieval Naveed Naimipour Shahin Khobahi M. Soltanalian 20 5 0 21 Dec 2020
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 26 315 0 15 Dec 2020
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation Yair Kittenplon Yonina C. Eldar D. Raviv 3DPC 16 115 0 19 Nov 2020
Efficient power allocation using graph neural networks and deep algorithm unfolding Arindam Chowdhury Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra 41 14 0 18 Nov 2020
UPR: A Model-Driven Architecture for Deep Phase Retrieval Naveed Naimipour Shahin Khobahi M. Soltanalian 21 17 0 09 Mar 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection Nir Shlezinger Rong Fu Yonina C. Eldar 37 102 0 08 Feb 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 26 996 0 22 Dec 2019
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,171 0 02 Feb 2017