LINEAR REGRESSION BASED REAL-TIME FILTERING

被引：1

作者：

Batmend, Misel ^{[1
]}

Perdukova, Daniela ^{[1
]}

机构：

[1] Tech Univ Kosice, Fac Elect Engn & Informat, Dept Elect Engn & Mechatron, Letna 9, Kosice 04200, Slovakia

来源：

ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING | 2013年 / 11卷 / 06期

关键词：

Filtering; filtering based on model; linear least squares method; linear regression;

D O I：

10.15598/aeee.v11i6.859

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper introduces real time filtering method based on linear least squares fitted line. Method can be used in case that a filtered signal is linear. This constraint narrows a band of potential applications. Advantage over Kalman filter is that it is computationally less expensive. The paper further deals with application of introduced method on filtering data used to evaluate a position of engraved material with respect to engraving machine. The filter was implemented to the CNC engraving machine control system. Experiments showing its performance are included.

引用

页码：487 / 493

页数：7

共 50 条

[1] Pixel History Linear Models for Real-Time Temporal Filtering
Iglesias-Guitian, Jose A.
Moon, Bochang
Koniaris, Charalampos
Smolikowski, Eric
Mitchell, Kenny
COMPUTER GRAPHICS FORUM, 2016, 35 (07) : 363 - 372
[2] Real-time traffic volume estimation with fuzzy linear regression
Dai, Hong
Yang, Zhaosheng
Guo, Shengwei
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3164 - 3167
[3] Research on Real-Time Admittance Matrix Identification Based on WAMS and Multiple Linear Regression
Wang Jing
Zhou Huizhi
Liu Dichen
GuoKe
Han Xiangyu
2014 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (IEEE PES APPEEC), 2014,
[4] Real-time Kalman filtering based on distributed measurements
Cui, Peng
Zhang, Huanshui
Lam, James
Ma, Lifeng
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2013, 23 (14) : 1597 - 1608
[5] Real-time non-linear spatial filtering with a leaky OASLM
Rehn, H
Kowarschik, R
OPTICS AND LASER TECHNOLOGY, 1998, 30 (01): : 39 - 47
[6] GENERALIZED REAL-TIME ONE-DIMENSIONAL LINEAR-FILTERING
BLANCHARD, LA
HAGLER, MO
KRILE, TF
WALKUP, JF
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1984, 1 (12): : 1264 - 1265
[7] Real-Time Semiparametric Regression
Luts, J.
Broderick, T.
Wand, M. P.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2014, 23 (03) : 589 - 615
[8] Information Filtering for Ultrasound-Based Real-Time Registration
Talib, Haydar
Peterhans, Matthias
Garcia, Jaime
Styner, Martin
Ballester, Miguel A. Gonzalez
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (03) : 531 - 540
[9] Non-linear filtering for broadcast television: A real-time FPGA implementation
McWilliams, PJ
McLaughlin, S
Laurenson, DI
Collis, WB
Weston, M
White, PR
2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2001, : 354 - 357
[10] Real-time filtering method of FOG signal based on Haarwavelet
Qu J.
Xia Y.
Li J.
Wang H.
Zhongguo Guanxing Jishu Xuebao/Journal of Chinese Inertial Technology, 2019, 27 (05): : 677 - 683

← 1 2 3 4 5 →