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08/24/2023
SICNN: Soft Interference Cancellation Inspired Neural Network Equalizers
Equalization is an important task at the receiver side of a digital wire...
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06/28/2023
Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition
Machine learning (ML) and tensor-based methods have been of significant ...
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03/22/2023
Doppler-Division Multiplexing for MIMO OFDM Joint Sensing and Communications
A promising waveform candidate for future joint sensing and communicatio...
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02/15/2023
Enhanced Nonlinear System Identification by Interpolating Low-Rank Tensors
Function approximation from input and output data is one of the most inv...
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11/11/2022
Neural Network Approaches for Data Estimation in Unique Word OFDM Systems
Data estimation is conducted with model-based estimation methods since t...
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08/09/2021
Efficient Majority Voting in Digital Hardware
In recent years, machine learning methods became increasingly important ...
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06/28/2020
VPNet: Variable Projection Networks
In this paper, we introduce VPNet, a novel model-driven neural network a...
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11/23/2017