97 citations · 109 across the 11 of their papers we have counts for
11 papers
Fast Successive-Cancellation Decoding of Polar Codes with Sequence Nodes
Yang Lu, Ming-Min Zhao, Ming Lei +1
Due to the sequential nature of the successive-cancellation (SC) algorithm, the decoding of polar codes suffers from significant decoding latencies. Fast SC decoding is able to spe…
A PDD Decoder for Binary Linear Codes With Neural Check Polytope Projection
Yi Wei, Ming-Min Zhao, Min-Jian Zhao +1
Linear Programming (LP) is an important decoding technique for binary linear codes. However, the advantages of LP decoding, such as low error floor and strong theoretical guarantee…
ADMM-based Decoder for Binary Linear Codes Aided by Deep Learning
Yi Wei, Ming-Min Zhao, Min-Jian Zhao +1
Inspired by the recent advances in deep learning (DL), this work presents a deep neural network aided decoding algorithm for binary linear codes. Based on the concept of deep unfol…
Learned Conjugate Gradient Descent Network for Massive MIMO Detection
Yi Wei, Ming-Min Zhao, Mingyi Hong +2
In this work, we consider the use of model-driven deep learning techniques for massive multiple-input multiple-output (MIMO) detection. Compared with conventional MIMO systems, mas…
Sparse Digital Cancellation of Receiver Nonlinear Distortion in Carrier Aggregation Systems
Ahmad Gomaa, Charles Chien, Ming Lei +2
In carrier-aggregation systems, digital baseband cancelation of self-interference generated by receiver nonlinearity requires the estimation of several reference signals contributi…
Quantized CSI-Based Tomlinson-Harashima Precoding in Multiuser MIMO Systems
Liang Sun, Ming Lei
This paper considers the implementation of Tomlinson-Harashima (TH) precoding for multiuser MIMO systems based on quantized channel state information (CSI) at the transmitter side.…