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03/29/2023
ProductAE: Toward Deep Learning Driven Error-Correction Codes of Large Dimensions
While decades of theoretical research have led to the invention of sever...
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01/16/2023
Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes
Reed-Muller (RM) codes achieve the capacity of general binary-input memo...
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10/09/2021
ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes
There have been significant research activities in recent years to autom...
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08/29/2021
KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning
Landmark codes underpin reliable physical layer communication, e.g., Ree...
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03/02/2021
Coded Computing via Binary Linear Codes: Designs and Performance Limits
We consider the problem of coded distributed computing where a large lin...
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02/02/2021
Reed-Muller Subcodes: Machine Learning-Aided Design of Efficient Soft Recursive Decoding
Reed-Muller (RM) codes are conjectured to achieve the capacity of any bi...
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07/24/2020
Covert Millimeter-Wave Communication: Design Strategies and Performance Analysis
In this paper, we investigate covert communication over millimeter-wave ...
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06/12/2020
Massive Coded-NOMA for Low-Capacity Channels: A Low-Complexity Recursive Approach
In this paper, we present a low-complexity recursive approach for massiv...
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08/20/2019
Covert Millimeter-Wave Communication via a Dual-Beam Transmitter
In this paper, we investigate covert communication over millimeter-wave ...
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06/24/2019
Coded Distributed Computing: Performance Limits and Code Designs
We consider the problem of coded distributed computing where a large lin...
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03/01/2019
Uplink Non-Orthogonal Multiple Access over Mixed RF-FSO Systems
In this paper, we consider a relay-assisted uplink non-orthogonal multip...
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11/10/2018
Channel Coding at Low Capacity
Low-capacity scenarios have become increasingly important in the technol...
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09/08/2018
Outage Probability Analysis of Uplink NOMA over Ultra-High-Speed FSO-Backhauled Systems
In this paper, we consider a relay-assisted uplink non-orthogonal multip...
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04/14/2018
A Low-Complexity Recursive Approach Toward Code-Domain NOMA for Massive Communications
Nonorthogonal multiple access (NOMA) is a promising technology to meet t...
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01/23/2018
