Structured gradient descent for fast robust low-rank Hankel matrix completion
We study the robust matrix completion problem for the low-rank Hankel matrix, which detects
the sparse corruptions caused by extreme outliers while we try to recover the original Hankel …
the sparse corruptions caused by extreme outliers while we try to recover the original Hankel …
Generation of high-quality spaceborne interrupted FMCW SAR images via singular value threshold-based matrix completion
X Liu, N Li, G Shu, L Min - IEEE Geoscience and Remote …, 2022 - ieeexplore.ieee.org
The concept of spaceborne interrupted frequency-modulated continuous-wave (IFMCW)
synthetic aperture radar (SAR) subverts the design principles of the traditional frequency …
synthetic aperture radar (SAR) subverts the design principles of the traditional frequency …
Fast Cadzow's algorithm and a gradient variant
The Cadzow's algorithm is a signal denoising and recovery method which was designed for
signals corresponding to low rank Hankel matrices. In this paper we first introduce a Fast …
signals corresponding to low rank Hankel matrices. In this paper we first introduce a Fast …
Vectorized hankel lift: A convex approach for blind super-resolution of point sources
We consider the problem of resolving point sources from samples at the low end of the
spectrum when point spread functions (PSFs) are not known. Assuming that the spectrum …
spectrum when point spread functions (PSFs) are not known. Assuming that the spectrum …
Truncated nuclear norm matrix recover algorithm for direction-of-arrival estimation
F Liu, X Lou, B Zhang, R Du, G Sun - Signal, Image and Video Processing, 2024 - Springer
The received signal may suffer from continuous missing data due to reasons such as
antenna damage, which affects the performance of the direction-of-arrival (DOA) estimation …
antenna damage, which affects the performance of the direction-of-arrival (DOA) estimation …
Forecasting Urban Traffic States with Sparse Data Using Hankel Temporal Matrix Factorization
Forecasting urban traffic states is crucial to transportation network monitoring and
management, playing an important role in the decision-making process. Despite the …
management, playing an important role in the decision-making process. Despite the …
[PDF][PDF] 基于低秩汉克尔矩阵重构技术的星载间断调频连续波SAR 成像方法
闵林, 刘向前, 郝晓龙, 郭拯危, 李宁 - 电子与信息学报, 2023 - jeit.ac.cn
间断调频连续波(IFMCW) 合成孔径雷达(SAR) 是一种新型的集轻量化, 低成本和低功耗于一体
的新型SAR 系统. 该系统采用单根天线发射和接收信号, 颠覆了传统的调频连续波(FMCW) SAR …
的新型SAR 系统. 该系统采用单根天线发射和接收信号, 颠覆了传统的调频连续波(FMCW) SAR …
Spaceborne interrupted frequency modulate continuous wave SAR imaging based on low-rank Hankel matrix reconstruction technique
L MIN, X LIU, X HAO, Z GUO, N LI - 电子与信息学报, 2023 - jeit.ac.cn
Abstract The Interrupted Frequency Modulated Continuous Wave (IFMCW) Synthetic
Aperture Radar (SAR) is a novel type of SAR system, which has the advantages of light …
Aperture Radar (SAR) is a novel type of SAR system, which has the advantages of light …
Single Snapshot Array Interpolation for Angular Estimation in Automotive Radar Applications
A Jauch, F Meinl, H Blume - 2024 15th German Microwave …, 2024 - ieeexplore.ieee.org
A lot of research efforts have been invested to im-prove angular estimation accuracy and
resolution while keeping hardware efforts small. For this reason, techniques to virtually …
resolution while keeping hardware efforts small. For this reason, techniques to virtually …
Quantization and application of low-rank tensor decomposition based on the deep learning model
Z Jia - 3 c TIC: cuadernos de desarrollo aplicados a las TIC, 2023 - dialnet.unirioja.es
Watching the presentation of a large-scale network is very important for network state
tracking, performance optimization, traffic engineering, anomaly detection, fault analysis, etc …
tracking, performance optimization, traffic engineering, anomaly detection, fault analysis, etc …