One novel subspace-based method for MRS signal parameter estimation

被引：0

作者：

Zeng, Weiming ^{[1
]}

Wang, Zhengyou ^{[1
]}

Fang, Zhijun ^{[1
]}

Wu, Shiqian ^{[1
]}

机构：

[1] Jiangxi Univ Finance & Econ, Dept Comp Applicat, Nanchang 330013, Peoples R China

来源：

WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年

关键词：

magnetic resonance spectroscopy; parameter estimation; prior knowledge; decimation;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The method HTLS-PK that successfully incorporates prior knowledge into the classical method HTLS has been proven to greatly improve the performance of parameter estimation of overlapping peaks of MRS signal. Based on prior knowledge and decimation, a novel subspace-based parameter estimation method HTLSDStackPK is presented in this paper. The simulated results and relevant analysis show that HTLSDStackPK also have much better performance of paremeter estimation than HTLS at high noise levels. Compared with HTLS-PK, HTLSDStackPK does not lead to better estimation, but the different is not high, and computational complexity of HTLSDStackPK is much lower than that of HTLSPK.

引用

页码：1520 / +

页数：2

共 50 条

[41] SUBSPACE-BASED PHASE NOISE ESTIMATION IN OFDM RECEIVERS
Mathecken, Pramod
Werner, Stefan
Riihonen, Taneli
Wichman, Risto
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 3227 - 3231
[42] SUBSPACE-BASED SPECTRUM ESTIMATION BY NUCLEAR NORM MINIMIZATION
Akcay, Huseyin
Turkay, Semiha
2013 PROCEEDINGS OF THE 21ST EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2013,
[43] Array error estimation using subspace-based approach
Jiang, L. (jianglei0823@gmail.com), 1600, Chinese Institute of Electronics (36):
[44] On the application of a subspace-based fault detection method
Mevel, L
Basseville, M
Benveniste, A
Goursat, M
Abdelghani, M
Hermans, L
IMAC - PROCEEDINGS OF THE 17TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I AND II, 1999, 3727 : 35 - 41
[45] ANALYSIS OF SUBSPACE-BASED DIRECTION OF ARRIVAL ESTIMATION METHODS
RAO, BD
HARI, KVS
SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 1991, 16 : 183 - 194
[46] Subspace-based method for phase retrieval in interferometry
Patil, A
Rastogi, P
OPTICS EXPRESS, 2005, 13 (04): : 1240 - 1248
[47] A Subspace-Based Method for Facial Image Editing
Yang, Nan
Zhou, MengChu
Luan, Xin
Qi, Liang
Tang, Yandong
Han, Zhi
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2025, 12 (01): : 185 - 197
[48] SUBSPACE-BASED FREQUENCY ESTIMATION UTILIZING PRIOR INFORMATION
Wirfalt, Petter
Bouleux, Guillaume
Jansson, Magnus
Stoica, Petre
2011 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), 2011, : 533 - 536
[49] Application of subspace-based method in vehicle handling dynamic model identification and properties estimation
Guan, Xi-Qiang
Yuan, Ming
Zhang, Jian-Wu
INTERNATIONAL JOURNAL OF VEHICLE DESIGN, 2011, 56 (1-4) : 125 - 145
[50] AN ITERATIVE MULTICHANNEL SUBSPACE-BASED COVARIANCE SUBTRACTION METHOD FOR RELATIVE TRANSFER FUNCTION ESTIMATION
Varzandeh, Reza
Taseska, Maja
Habets, Emanuel A. P.
2017 HANDS-FREE SPEECH COMMUNICATIONS AND MICROPHONE ARRAYS (HSCMA 2017), 2017, : 11 - 15

← 1 2 3 4 5 →