Real-Time Tracking of Flexion Angle by Using Wearable Accelerometer Sensors

被引：0

作者：

Yeoh, Wee-Soon ^{[1
]}

Jian-Kang, Wu ^{[1
]}

Pek, Isaac ^{[1
]}

Yong, Yi-Han ^{[1
]}

Chen, Xiang ^{[1
]}

Waluyo, Agustinus Borgy ^{[1
]}

机构：

[1] Inst Infocomm Res, Singapore, Singapore

来源：

2008 5TH INTERNATIONAL SUMMER SCHOOL AND SYMPOSIUM ON MEDICAL DEVICES AND BIOSENSORS | 2008年

关键词：

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

This paper presents a new algorithm for real time tracking the flexion angle from wearable accelerometer sensor data using wireless body sensor network (BSN). The proposed algorithm uses dynamic filter for tracking the flexion angles of which the human body dynamics is described by its system model. In this work, the F-Wended Kalman Filtering is used to demonstrate the superiority of this approach. Results from a thigh tracking experiment show that the flexion angle estimated closely followed that of the video data.

引用

页码：69 / 72

页数：4

共 50 条

[1] Real-time gait event detection using wearable sensors
Hanlon, Michael
Anderson, Ross
[J]. GAIT & POSTURE, 2009, 30 (04) : 523 - 527
[2] Real-time activity monitoring using wireless wearable sensors
Li, HQ
Wu, JK
Bao, XM
Cheng, DL
Dong, L
[J]. PSC '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON PERVASIVE SYSTEMS AND COMPUTING, 2005, : 117 - 123
[3] Real-Time Activity Classification Using Ambient and Wearable Sensors
Atallah, Louis
Lo, Benny
Ali, Raza
King, Rachel
Yang, Guang-Zhong
[J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2009, 13 (06): : 1031 - 1039
[4] Real-Time Gait Phase Detection Using Wearable Sensors
Mazhar, Osama
Bari, Abu Zeeshan
Faudzi, Ahmad 'Athif Mohd
[J]. 2015 10TH ASIAN CONTROL CONFERENCE (ASCC), 2015,
[5] Real-Time Identification Using Gait Pattern Analysis on a Standalone Wearable Accelerometer
Cola, Guglielmo
Avvenuti, Marco
Vecchio, Alessio
[J]. COMPUTER JOURNAL, 2017, 60 (08): : 1173 - 1186
[6] Implementing Real-Time Food Intake Detection in a Wearable System Using Accelerometer
Ghosh, Tonmoy
Hossain, Delwar
Imtiaz, Masudul
McCrory, Megan A.
Sazonov, Edward
[J]. 2020 IEEE-EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES 2020): LEADING MODERN HEALTHCARE TECHNOLOGY ENHANCING WELLNESS, 2021, : 439 - 443
[7] Real-Time Identification Using Gait Pattern Analysis on a Standalone Wearable Accelerometer
[J]. Cola, Guglielmo (guglielmo.cola@iet.unipi.it), 1600, Oxford University Press (60):
[8] Experimental Validation of Real-Time Ski Jumping Tracking System Based on Wearable Sensors
Link, Johannes
Guillaume, Sebastien
Eskofier, Bjoern M.
[J]. SENSORS, 2021, 21 (23)
[9] Towards real-time profiling of sprints using wearable pressure sensors
Harle, R.
Taherian, S.
Pias, M.
Coulouris, G.
Hopper, A.
Cameron, J.
Lasenby, J.
Kuntze, G.
Bezodis, I.
Irwin, G.
Kerwin, D. G.
[J]. COMPUTER COMMUNICATIONS, 2012, 35 (06) : 650 - 660
[10] Wearable sensors for real-time musical signal processing
Kapur, A
Yang, EL
Tindale, AR
Driessen, PF
[J]. 2005 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING (PACRIM), 2005, : 424 - 427

← 1 2 3 4 5 →