期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
In standard discriminant analysis, data are commonly assumed to follow a Gaussian distribution, a condition which is often violated in practice. In th......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
In this paper, we study the problem of wideband direction of arrival (DoA) estimation with sparse linear arrays (SLAs), where a number of uncorrelated......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
We propose an interpretable graph neural network framework to denoise single or multiple noisy graph signals. The proposed graph unrolling networks ex......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Accurate statistical models of neural spike responses can characterize the information carried by neural populations. But the limited samples of spike......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Deep convolutional neural networks (DCNNs) have recently emerged as a powerful tool to deliver breakthrough performances in various image analysis and......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Complex ADMM-Net, a complex-valued neural network architecture inspired by the alternating direction method of multipliers (ADMM), is designed for int......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Learned iterative shrinkage thresholding algorithm (LISTA), which adopts deep learning techniques to optimize algorithm parameters from labeled traini......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
We consider a modern radar system which has a general antenna array configuration consisting of primary channels with high-gain beams and reference ch......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
We study distributed filtering for a class of uncertain systems over corrupted communication channels. We propose a distributed robust Kalman filter w......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Spatial registration and track-to-track association (which are mutually coupled) are essential parts in the process of multi-sensor information fusion......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
In the co-located multiple input multiple output (MIMO) radar, the matched filter receiver suffers from high range sidelobes, since the waveforms orig......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Graph signal processing (GSP) is a field that deals with data residing on irregular domains, i.e. graph signals. In this field, the graph filter bank ......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Recently, dilated nested arrays have been proposed on a moving platform to increase the uniform degrees of freedom (uDOF) by a factor of three by expl......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
In this work, we propose a novel strategy of adaptive sparse array beamformer design, referred to as regularized complementary antenna switching (RCAS......
期刊： IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021; 69 ()
Wireless power transfer (WPT) technique has evolved into a revolutionary technology for realizing green and self-sustainable wireless networks. Meanwh......
