Deep learning assisted sum-product detection algorithm for faster-than-Nyquist signaling

B Liu, S Li, Y Xie, J Yuan - 2019 IEEE Information Theory …, 2019 - ieeexplore.ieee.org
A deep learning assisted sum-product detection algorithm (DL-SPA) for faster-than-Nyquist
(FTN) signaling is proposed in this paper. The proposed detection algorithm concatenates a …

A novel sum-product detection algorithm for faster-than-Nyquist signaling: A deep learning approach

B Liu, S Li, Y Xie, J Yuan - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A deep learning assisted sum-product detection algorithm (DL-SPDA) for faster-than-Nyquist
(FTN) signaling is proposed in this paper. The proposed detection algorithm works on a …

Optimization of precoded FTN signaling with MMSE-based turbo equalization

S Wen, G Liu, Q Chen, H Qu, Y Wang… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Faster-than-Nyquist signaling (FTNs) is capable of improving the signaling rate of
communication system, while yielding the inter-symbol interference (ISI) complicating the …

Recurrent neural network assisted equalization for FTN signaling

S Lai, M Li - ICC 2020-2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
In this paper, we consider the application of neural network for equalization of Faster-than-
Nyquist (FTN) Signaling. First, we formulate the detection problem as a supervised …

Receiver design for faster-than-Nyquist signaling: Deep-learning-based architectures

P Song, F Gong, Q Li, G Li, H Ding - IEEE Access, 2020 - ieeexplore.ieee.org
Faster-than-Nyquist (FTN) is a promising paradigm to improve bandwidth utilization at the
expense of additional intersymbol interference (ISI). In this paper, we apply state-of-the-art …

A novel low complexity faster-than-Nyquist signaling detector based on the primal-dual predictor-corrector interior point method

A Ibrahim, E Bedeer… - IEEE Communications …, 2021 - ieeexplore.ieee.org
Faster-than-Nyquist signaling (FTNS) is a promising non-orthogonal physical layer
transmission technique to improve the spectral efficiency of next-generation communication …

Gaussian message passing based receiver for multicarrier faster-than-Nyquist signaling

F Tian, Y Feng, Y Ma, N Wu - 2018 10th International …, 2018 - ieeexplore.ieee.org
Multicarrier faster-than-Nyquist (MFTN) signaling can improve spectral efficiency by
reducing time interval and frequency spacing of the traditional Nyquist signaling. This …

Linear precoding for faster-than-Nyquist signaling

H Wang, A Liu, X Liang, S Peng… - 2017 3rd IEEE …, 2017 - ieeexplore.ieee.org
Faster-than-Nyquist (FTN) signaling is a nonorthogonal transmission scheme, in which the
pulses appear faster than the rate known from the Nyquist intersymbol interference (ISI)-free …

Symbol-by-symbol detection for faster-than-Nyquist signaling aided with frequency-domain precoding

X Liang, A Liu, K Wang, Q Zhang… - 2016 6th International …, 2016 - ieeexplore.ieee.org
Faster-than-Nyquist signaling is a promising waveform scheme in the fifth generation mobile
communications for achieving higher spectrum efficiency. However, the FTN-caused …

Low-complexity detection of M-ary PSK faster-than-Nyquist signaling

E Bedeer, H Yanikomeroglu… - 2019 IEEE Wireless …, 2019 - ieeexplore.ieee.org
Faster-than-Nyquist (FTN) signaling is a promising non-orthogonal physical layer
transmission technique to improve the spectral efficiency of future communication systems …