activity
20142023
most citedTurbo Compressed Sensing with Partial DFT Sensing Matrix

181 citations · 296 across the 18 of their papers we have counts for

collaborators

18 papers

physics.ao-ph2023

The Sampling Method for Optimal Precursors of ENSO Events

Bin Shi, Junjie Ma

El Niño-Southern Oscillation (ENSO) is one of the significant climate phenomena, which appears periodically in the tropic Pacific. The intermediate coupled ocean-atmosphere Zebiak-…

cs.IT2023

Asymptotic SEP Analysis and Optimization of Linear-Quantized Precoding in Massive MIMO Systems

Zheyu Wu, Junjie Ma, Ya-Feng Liu +1

A promising approach to deal with the high hardware cost and energy consumption of massive MIMO transmitters is to use low-resolution digital-to-analog converters (DACs) at each an…

cs.IT2023

Linear One-Bit Precoding in Massive MIMO: Asymptotic SEP Analysis and Optimization

Zheyu Wu, Junjie Ma, Ya-Feng Liu +1

This paper focuses on the analysis and optimization of a class of linear one-bit precoding schemes for a downlink massive MIMO system under Rayleigh fading channels. The considered…

cs.IT2021

Towards Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems

Junjie Ma, Ji Xu, Arian Maleki

We consider an inverse problem , where is the signal of interest, is the sensing matrix, is a nonlinear fun…

cs.IT2021★ 5 cited

Capacity Optimality of AMP in Coded Systems

Lei Liu, Chulong Liang, Junjie Ma +1

This paper studies a large random matrix system (LRMS) model involving an arbitrary signal distribution and forward error control (FEC) coding. We establish an area property based…

cs.IT2020

Compressed Coding, AMP Based Decoding and Analog Spatial Coupling

Shansuo Liang, Chulong Liang, Junjie Ma +1

This paper considers a compressed-coding scheme that combines compressed sensing with forward error control coding. Approximate message passing (AMP) is used to decode the message.…