activity
20072023
most citedMulti-Layer Bilinear Generalized Approximate Message Passing

28 citations · 73 across the 34 of their papers we have counts for

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14 papers · 1 filter

cs.IT2023

Revealing the Impact of SIC in NOMA-ISAC

Chongjun Ouyang, Yuanwei Liu, Hongwen Yang

The impact of successive interference cancellation (SIC) in non-orthogonal multiple access integrated sensing and communications (NOMA-ISAC) is analyzed. A two-stage SIC-based fram…

cs.IT2022★ 1 cited

MIMO-ISAC: Performance Analysis and Rate Region Characterization

Chongjun Ouyang, Yuanwei Liu, Hongwen Yang

This article analyzes the performance of sensing and communications (S\&C) achieved by a multiple-input multiple-output downlink integrated S\&C (ISAC) system. Three ISAC scenarios…

cs.IT2022

Some Discussions on PHY Security in DF Relay

Chongjun Ouyang, Hao Xu, Xujie Zang +1

Physical layer (PHY) security in decode-and-forward (DF) relay systems is discussed. Based on the types of wiretap links, the secrecy performance of three typical secure DF relay m…

cs.IT2022

Performance of Downlink and Uplink Integrated Sensing and Communications (ISAC) Systems

Chongjun Ouyang, Yuanwei Liu, Hongwen Yang

This letter analyzes the fundamental performance of integrated sensing and communications (ISAC) systems. For downlink and uplink ISAC, the diversity orders are analyzed to evaluat…

cs.IT2022

On the Performance of Uplink ISAC Systems

Chongjun Ouyang, Yuanwei Liu, Hongwen Yang

This letter analyzes the performance of uplink integrated sensing and communications (ISAC) systems where communication users (CUs) and radar targets (RTs) share the same frequency…

cs.IT2021

On the Ergodic Mutual Information of Keyhole MIMO Channels With Finite-Alphabet Inputs

Chongjun Ouyang, Ali Bereyhi, Saba Asaad +3

This letter studies the ergodic mutual information (EMI) of keyhole multiple-input multiple-output channels having finite-alphabet input signals. The EMI is first investigated for…

cs.IT2021

On the Ergodic Capacity of Reconfigurable Intelligent Surface (RIS)-Aided MIMO Channels

Chongjun Ouyang, Hao Xu, Xujie Zang +1

Reconfigurable intelligent surfaces (RISs) have emerged as a promising technique to enhance the system spectral efficiency. This paper investigates the ergodic channel capacity (EC…

cs.IT2021★ 7 cited

Expectation-Maximization-Aided Hybrid Generalized Expectation Consistent for Sparse Signal Reconstruction

Qiuyun Zou, Haochuan Zhang, Hongwen Yang

The reconstruction of sparse signal is an active area of research. Different from a typical i.i.d. assumption, this paper considers a non-independent prior of group structure. For…

cs.IT2020★ 1 cited

Estimation for High-Dimensional Multi-Layer Generalized Linear Model -- Part II: The ML-GAMP Estimator

Qiuyun Zou, Haochuan Zhang, Hongwen Yang

This is Part II of a two-part work on the estimation for a multi-layer generalized linear model (ML-GLM) in large system limits. In Part I, we had analyzed the asymptotic performan…

cs.IT2020★ 1 cited

Estimation for High-Dimensional Multi-Layer Generalized Linear Model -- Part I: The Exact MMSE Estimator

Haochuan Zhang, Qiuyun Zou, Hongwen Yang

This two-part work considers the minimum means square error (MMSE) estimation problem for a high dimensional multi-layer generalized linear model (ML-GLM), which resembles a feed-f…

cs.IT2020★ 28 cited

Multi-Layer Bilinear Generalized Approximate Message Passing

Qiuyun Zou, Haochuan Zhang, Hongwen Yang

In this paper, we extend the bilinear generalized approximate message passing (BiG-AMP) approach, originally proposed for high-dimensional generalized bilinear regression, to the m…

cs.IT2020★ 7 cited

Massive Access in Multi-cell Wireless Networks Using Reed-Muller Codes

Pei Yang, Dongning Guo, Hongwen Yang

Providing connectivity to a massive number of devices is a key challenge in 5G wireless systems. In particular, it is crucial to develop efficient methods for active device identif…

cs.IT2019

Mutual Information Approximation

Chongjun Ouyang, Sheng Wu, Hongwen Yang

To provide an efficient approach to characterize the input-output mutual information (MI) under additive white Gaussian noise (AWGN) channel, this short report fits the curves of e…

cs.IT2007

Evaluate the Word Error Rate of Binary Block Codes with Square Radius Probability Density Function

Xiaogang Chen, Hongwen Yang, Jian Gu +1

The word error rate (WER) of soft-decision-decoded binary block codes rarely has closed-form. Bounding techniques are widely used to evaluate the performance of maximum-likelihood…