Deep learning OFDM receivers for improved power efficiency and coverage
In this article, we propose multiple machine learning (ML) based physical-layer receiver
solutions for demodulating orthogonal frequency-division multiplexing (OFDM) signals that …
solutions for demodulating orthogonal frequency-division multiplexing (OFDM) signals that …
Belief propagation receivers for near-optimal detection of nonlinearly distorted OFDM signals
SV Zhidkov, R Dinis - 2019 IEEE 89th Vehicular Technology …, 2019 - ieeexplore.ieee.org
It is generally assumed that nonlinear distortion effects in multicarrier systems can lead to
substantial performance degradation. However, it was recently shown that the nonlinear …
substantial performance degradation. However, it was recently shown that the nonlinear …
Fast GAMP algorithm for nonlinearly distorted OFDM signals
In this letter, the design of a low-complexity receiver which is robust to orthogonal frequency
division multiplex (OFDM) signals with nonlinear clipping distortion is investigated. An …
division multiplex (OFDM) signals with nonlinear clipping distortion is investigated. An …
On the receiver design for nonlinear NOMA-OFDM systems
Besides traditional orthogonal multiple access (OMA), 5G and other future wireless
communication systems will also involve non-orthogonal multiple access (NOMA). In that …
communication systems will also involve non-orthogonal multiple access (NOMA). In that …
Robust deep learning-based end-to-end receiver for OFDM system with non-linear distortion
In this letter, we propose a deep learning-based receiver named one-dimensional transmit
and recovery net (1D-TRNet), which is robust to non-linear clipping distortion for orthogonal …
and recovery net (1D-TRNet), which is robust to non-linear clipping distortion for orthogonal …
Optimum Performance Analysis and Receiver Design for OFDM-Based Frequency-Splitting SWIPT With Strong Nonlinear Effects
Multicarrier-based frequency splitting simultaneous wireless information and power
transmission (FS-SWIPT) signals are very prone to nonlinear effects due to the combination …
transmission (FS-SWIPT) signals are very prone to nonlinear effects due to the combination …
On the achievable performance of nonlinear MIMO systems
Pre-processing techniques employed at the transmitter side of multiple-input, multiple-output
(MIMO) systems, such as the ones used by MIMO singular value decomposition …
(MIMO) systems, such as the ones used by MIMO singular value decomposition …
On the optimum multicarrier performance with memoryless nonlinearities
J Guerreiro, R Dinis… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
It is widely recognized that orthogonal frequency division multiplexing (OFDM) signals are
very prone to nonlinear distortion effects, which can lead to significant performance …
very prone to nonlinear distortion effects, which can lead to significant performance …
On the Design of Nonlinear Characteristics That Optimize Maximum Likelihood OFDM Performance
D Macedo, J Guerreiro, R Dinis… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Usually, non-linear (NL) distortion is seen as something undesirable that can substantially
degrade the performance of communication systems. Multicarrier schemes such as …
degrade the performance of communication systems. Multicarrier schemes such as …
Nonlinear effects in NOMA signals: Performance evaluation and receiver design
Non-orthogonal multiple access (NOMA) is being considered a key technology for 5G
systems. In this work, we consider power-domain NOMA schemes for downlink orthogonal …
systems. In this work, we consider power-domain NOMA schemes for downlink orthogonal …