Multidimensional Low-Rank Filter based on the AU-HOSVD for MIMO STAP

被引：0

作者：

Boizard, Maxime ^{[1
,4
]}

Brigui, Frederic ^{[2
]}

Ginolhac, Guillaume ^{[3
]}

Pascal, Frederic

Forster, Philippe ^{[1
,4
]}

Sun, Hong Bo ^{[2
]}

机构：

[1] UniverSud, CNRS, ENS Cachan, Satie Lab, F-94235 Cachan, France

[2] Nanyang Technol Univ, Temasek Labs NTU, Singapore 637553, Singapore

[3] Polytech Annecy Chambery, LISTIC, Annecy Le Vieux, France

[4] Supelec, SONDRA Lab, Gif Sur Yvette, France

来源：

2013 IEEE 5TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING (CAMSAP 2013) | 2013年

关键词：

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

We propose in this paper a new low rank filter for MIMO STAP (Multiple Input Multiple Output Space Time Adaptive Processing) based on the AU-HOSVD (Alternative Unfolding Higher Order Singular Value Decomposition). This decomposition called the AU-HOSVD is able to process data in correlated dimensions which is desirable for STAP methods. We apply the new filter to MIMO STAP simulated data. The results are encouraging and outperforms the conventional STAP 2D filter in terms of number of secondary data.

引用

页码：412 / +

页数：2

共 50 条

[31] Pilot decontamination in massive multiuser MIMO systems based on low-rank matrix approximation
Hawej, Muamer
Shayan, Yousef R.
IET COMMUNICATIONS, 2019, 13 (05) : 594 - 600
[32] Multistatic MIMO Sparse Imaging Based on FFT and Low-Rank Matrix Recovery Techniques
Hu, Shaoqing
Molaei, Amir Masoud
Yurduseven, Okan
Meng, Hongying
Nilavalan, Rajagopal
Gan, Lu
Chen, Xiaodong
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2023, 71 (03) : 1285 - 1295
[33] Low-Rank Matrix Recovery via Continuation-Based Approximate Low-Rank Minimization
Zhang, Xiang
Gao, Yongqiang
Lan, Long
Guo, Xiaowei
Huang, Xuhui
Luo, Zhigang
PRICAI 2018: TRENDS IN ARTIFICIAL INTELLIGENCE, PT I, 2018, 11012 : 559 - 573
[34] A Low-Rank Extended Kalman Filter for Gas Pipeline Networks
Stahl, Nadine
Marheineke, Nicole
PROGRESS IN INDUSTRIAL MATHEMATICS AT ECMI, 2022, 39 : 181 - 187
[35] Annihilating Filter-Based Low-Rank Hankel Matrix Approach for Image Inpainting
Jin, Kyong Hwan
Ye, Jong Chul
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (11) : 3498 - 3511
[36] Reduced-rank STAP method for MIMO array based on estimation of subspace
College of Marine Engineering, Northwestern Polytechnical University, Xi'an 710072, China
Xi Tong Cheng Yu Dian Zi Ji Shu/Syst Eng Electron, 1600, 5 (876-881):
[37] COMMUNITY DETECTION FROM LOW-RANK EXCITATIONS OF A GRAPH FILTER
Wai, Hoi-To
Segarra, Santiago
Ozdaglar, Asuman E.
Scaglione, Anna
Jadbabaie, Ali
2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 4044 - 4048
[38] An efficient low-rank Kalman filter for modern SIMD architectures
Campora Perez, Daniel Hugo
Awile, Omar
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (23):
[39] HOSVD based multidimensional parameter estimation for massive MIMO system from incomplete channel measurements
Fuxi Wen
Yangyang Xu
Multidimensional Systems and Signal Processing, 2018, 29 : 1255 - 1267
[40] HOSVD based multidimensional parameter estimation for massive MIMO system from incomplete channel measurements
Wen, Fuxi
Xu, Yangyang
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2018, 29 (04) : 1255 - 1267

← 1 2 3 4 5 →