activity
20182022
most citedA comment on the "A unified Bayesian inference framework for generalized linear models"

11 citations · 13 across the 7 of their papers we have counts for

collaborators

19 papers

cs.IT2022

CFAR based NOMP for Line Spectral Estimation and Detection

Menghuai Xu, Jiang Zhu, Jun Fang +2

The line spectrum estimation problem is considered in this paper. We propose a CFAR-based Newtonized OMP (NOMP-CFAR) method which can maintain a desired false alarm rate without th…

cs.IT2022

A Unitary Transform Based Generalized Approximate Message Passing

Jiang Zhu, Xiangming Meng, Xupeng Lei +1

We consider the problem of recovering an unknown signal from general nonlinear measurements obtained through a generalized linear model (GLM), i.e.,…

cs.IT2021

Joint CFO, Gridless Channel Estimation and Data Detection for Underwater Acoustic OFDM Systems

Lei Wan, Jiang Zhu, En Cheng +1

In this paper, we propose an iterative receiver based on gridless variational Bayesian line spectra estimation (VALSE) named JCCD-VALSE that \emph{j}ointly estimates the \emph{c}ar…

eess.SP2021

Newtonalized Orthogonal Matching Pursuit for Linear Frequency Modulated Pulse Frequency Agile Radar

Jiang Zhu, Honghui Guo, Ning Zhang +2

The linear frequency modulated (LFM) frequency agile radar (FAR) can synthesize a wide signal bandwidth through coherent processing while keeping the bandwidth of each pulse narrow…

cs.IT2019

Multidimensional Variational Line Spectra Estimation

Qi Zhang, Jiang Zhu, Ning Zhang +1

The fundamental multidimensional line spectral estimation problem is addressed utilizing the Bayesian methods. Motivated by the recently proposed variational line spectral estimati…

eess.SP2019

Grid-less Variational Direction of Arrival Estimation in Heteroscedastic Noise Environment

Qi Zhang, Jiang Zhu, Yuantao Gu +1

Horizontal line arrays are often employed in underwater environments to estimate the direction of arrival (DOA) of a weak signal. Conventional beamforming (CB) is robust but has wi…