Determining ARMA Model Parameters for Biomedical Signal Applications based on Estimation of the Equivalent AR Model

被引：0

作者：

Park, Junho ^{[1
]}

Lee, Geon ^{[1
]}

Choi, Youngjin ^{[1
]}

机构：

[1] Hanyang Univ, Dept Elect Syst Engn, Ansan 426791, South Korea

来源：

2015 12TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI) | 2015年

关键词：

ARMA model; EAR model; biomedical signal;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a technique for parametric modeling of biomedical signals, which is based on the autoregressive moving-average (ARMA) model. the ARMA model proposed in this paper is derived from the equivalent AR (EAR) model contributed to the equivalent relation between an infinite-order AR model and a finiteorder ARMA model. And then, the recursive method for determining the finite-order parameters of ARMA model from the EAR model is proposed.

引用

页码：456 / 457

页数：2

共 50 条

[1] Estimation of 2-D ARMA model parameters by using equivalent AR approach
Kizilkaya, A
Kayran, AH
[J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2005, 342 (01): : 39 - 67
[2] ESTIMATION OF THE PARAMETERS OF AN ARMA SIGNAL MODEL BASED ON AN ORTHOGONAL SEARCH
PAARMANN, LD
KORENBERG, MJ
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1992, 37 (03) : 347 - 352
[3] Estimation of AR/ARMA Signal Model for Gear Mesh Vibration Signal
Thite, Rhushikesh
Sondkar, Shilpa Y.
[J]. 2014 INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES (ICACCCT), 2014, : 291 - 295
[4] LARGE-SAMPLE ESTIMATION OF THE AR PARAMETERS OF AN ARMA MODEL
STOICA, P
FRIEDLANDER, B
SODERSTROM, T
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1985, 30 (09) : 891 - 893
[5] Estimation of the 2-D ARMA model parameters based on the equivalent MA approach
Kizilkaya, A.
Yetis, C. M.
Kayran, A. H.
Seker, S.
[J]. PROCEEDINGS OF THE FOURTH IASTED INTERNATIONAL CONFERENCE ON CIRCUITS, SIGNALS, AND SYSTEMS, 2006, : 263 - +
[6] ARMA model parameter estimation based on the equivalent MA approach
Kizilkaya, Aydin
Kayran, Ahmet H.
[J]. DIGITAL SIGNAL PROCESSING, 2006, 16 (06) : 670 - 681
[7] ARMA Model Parameters Estimation Using SVD
Al-Smadi, Adnan
[J]. 2012 6TH INTERNATIONAL CONFERENCE ON SCIENCES OF ELECTRONICS, TECHNOLOGIES OF INFORMATION AND TELECOMMUNICATIONS (SETIT), 2012, : 814 - 816
[8] Speech enhancement based on AR model parameters estimation
Deng, Feng
Bao, Changchun
[J]. SPEECH COMMUNICATION, 2016, 79 : 30 - 46
[9] A HIGH-ORDER YULE-WALKER METHOD FOR ESTIMATION OF THE AR PARAMETERS OF AN ARMA MODEL
STOICA, P
FRIEDLANDER, B
SODERSTROM, T
[J]. SYSTEMS & CONTROL LETTERS, 1988, 11 (02) : 99 - 105
[10] AN EFFICIENT METHOD TO COMPUTE CONSISTENT ESTIMATES OF THE AR PARAMETERS OF AN ARMA MODEL
LI, S
DICKINSON, BW
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1986, 31 (03) : 275 - 278

← 1 2 3 4 5 →