Distributed Downlink Precoding for Cell-Free Massive MIMO: A Quasi-Neural Network Approach

W Dai, R Wang, J Liu, Y Jiang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes a novel downlink precoding method for a cell-free massive multiple-
input multiple-output (CF-mMIMO) network, requiring no channel state information sharing …

Doppler Sidelobe Suppression via Quasi-Neural Network for ST-CDMA MIMO Radar

C Liang, X Hu, R Zhu, L Zhang… - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
In co-located multiple-input multiple-output (MIMO) radar, slow-time code division multiple
access (ST-CDMA) is an essential option of orthogonal waveforms, because the transmit …

Quasi-Neural Network based Sequence Detection for Single-Carrier Communications

Q Du, C Wang, Y Jiang, R Ran - 2024 IEEE 99th Vehicular …, 2024 - ieeexplore.ieee.org
This paper proposes a Quasi-neural network-based detection algorithm, namely QNN-
detector, for a single-carrier communication system in an inter-symbol interference (ISI) …

Quasi-Neural Network-based Decoder for Single-Carrier Communications

Q Du, C Wang, Y Jiang, R Ran - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes a novel algorithm, named a quasi-neural network-based decoder
(QNN-decoder), for a single-carrier communication system. The algorithm is designed for an …

Optimal Sequence Detection for a One-Bit ADC Receiver Using a Quasi-Neural Network

C Wang, Q Du, Y Jiang - IEEE Wireless Communications …, 2024 - ieeexplore.ieee.org
This letter studies the maximum likelihood sequence detection (MLSD) for a communication
receiver equipped with one-bit analog-to-digital converters (ADCs) in an intersymbol …

Frequency-Selective SIMO Channel Estimation Based on One-Bit Measurements

T Zhang, Y Jiang - IEEE Signal Processing Letters, 2024 - ieeexplore.ieee.org
Using one-bit analog-to-digital converters (ADCs) can drastically reduce the cost and energy
consumption of a wideband large array system. But it brings about challenges to the signal …

HRRP scattering center estimation based on modelled neural network

Y Zhang, N Zhou, Y Wang… - IET International Radar …, 2023 - ieeexplore.ieee.org
Scattering center estimation of HRRP is crucial for radar automatic target recognition
(RATR). Traditional estimation algorithms either necessitate prior information of the signal or …