Junjie Ma

Orcid: 0000-0003-1263-5006

Affiliations:
  • Columbia University, Department of Statistics, New York, NY, USA
  • City University of Hong Kong, Department of Electronic Engineering, Hong Kong (PhD 2015)


According to our database1, Junjie Ma authored at least 36 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Asymptotic SEP Analysis and Optimization of Linear-Quantized Precoding in Massive MIMO Systems.
IEEE Trans. Inf. Theory, April, 2024

Toward Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems.
IEEE Trans. Inf. Theory, January, 2024

2023
Linear One-Bit Precoding in Massive MIMO: Asymptotic SEP Analysis and Optimization.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

2021
Spectral Method for Phase Retrieval: An Expectation Propagation Perspective.
IEEE Trans. Inf. Theory, 2021

Capacity Optimality of AMP in Coded Systems.
IEEE Trans. Inf. Theory, 2021

Impact of the Sensing Spectrum on Signal Recovery in Generalized Linear Models.
CoRR, 2021

Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Partially Coherent Compressive Phase Retrieval for Millimeter-Wave Massive MIMO Channel Estimation.
IEEE Trans. Signal Process., 2020

Information Theoretic Limits for Phase Retrieval With Subsampled Haar Sensing Matrices.
IEEE Trans. Inf. Theory, 2020

Analysis of Spectral Methods for Phase Retrieval With Random Orthogonal Matrices.
IEEE Trans. Inf. Theory, 2020

Compressed Coding, AMP-Based Decoding, and Analog Spatial Coupling.
IEEE Trans. Commun., 2020

Compressed-Coding and Analog Spatial-Coupling using AMP based Decoding.
Proceedings of the IEEE Global Communications Conference, 2020

2019
On Orthogonal AMP in Coded Linear Vector Systems.
IEEE Trans. Wirel. Commun., 2019

TARM: A Turbo-Type Algorithm for Affine Rank Minimization.
IEEE Trans. Signal Process., 2019

Optimization-Based AMP for Phase Retrieval: The Impact of Initialization and $\ell_{2}$ Regularization.
IEEE Trans. Inf. Theory, 2019

Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices.
CoRR, 2019

2018
Optimization-based AMP for Phase Retrieval: The Impact of Initialization and 𝓁<sub>2</sub>-regularization.
CoRR, 2018

Iterative Detection in Coded Linear Systems Based on Orthogonal AMP.
Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018

Approximate message passing for amplitude based optimization.
Proceedings of the 35th International Conference on Machine Learning, 2018

Tarm: A Turbo-Type Algorithm for Low-Rank Matrix Recovery.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
On Orthogonal and Superimposed Pilot Schemes in Massive MIMO NOMA Systems.
IEEE J. Sel. Areas Commun., 2017

Clipping Can Improve the Performance of Spatially Coupled Sparse Superposition Codes.
IEEE Commun. Lett., 2017

Compressed FEC Codes With Spatial-Coupling.
IEEE Commun. Lett., 2017

Denoising-Based Turbo Compressed Sensing.
IEEE Access, 2017

Massive MIMO, Non-Orthogonal Multiple Access and Interleave Division Multiple Access.
IEEE Access, 2017

Orthogonal AMP.
IEEE Access, 2017

2016
Orthogonal AMP for compressed sensing with unitarily-invariant matrices.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Towards Gaussian capacity, universality and short block length.
Proceedings of the 9th International Symposium on Turbo Codes and Iterative Information Processing, 2016

D-OAMP: A denoising-based signal recovery algorithm for compressed sensing.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015
On the Performance of Turbo Signal Recovery with Partial DFT Sensing Matrices.
IEEE Signal Process. Lett., 2015

Turbo Compressed Sensing with Partial DFT Sensing Matrix.
IEEE Signal Process. Lett., 2015

2014
Energy-Spreading-Transform Based MIMO Systems: Iterative Equalization, Evolution Analysis, and Precoder Optimization.
IEEE Trans. Wirel. Commun., 2014

Data-Aided Channel Estimation in Large Antenna Systems.
IEEE Trans. Signal Process., 2014

2013
Iterative equalization for MIMO systems: Algorithm design and evolution analysis.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Precoder design for MIMO systems with iterative equalization.
Proceedings of IEEE International Conference on Communications, 2013



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