Browse > Article
http://dx.doi.org/10.6109/JKIICE.2009.13.5.1008

Multimodal Biological Signal Analysis System Based on USN Sensing System  

Noh, Jin-Soo (순천대학교(WCU))
Song, Byoung-Go (조선대학교)
Bae, Sang-Hyun (조선대학교)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.13, no.5, 2009 , pp. 1008-1013 More about this Journal
Abstract
In this paper, we proposed the biological signal (body heat, pulse, breathe rate, and blood pressure) analysis system using wireless sensor. In order to analyze, we designed a back-propagation neural network system using expert group system. The proposed system is consist of hardware patt such as UStar-2400 ISP and Wireless sensor and software part such as Knowledge Base module, Inference Engine module and User Interface module which is inserted in Host PC. To improve the accuracy of the system, we implement a FEC (Forward Error Correction) block. For conducting simulation, we chose 100 data sets from Knowledge Base module to train the neural network. As a result, we obtained about 95% accuracy using 128 data sets from Knowledge Base module and acquired about 85% accuracy which experiments 13 students using wireless sensor.
Keywords
Biological signal; wireless sensor; Ubiquitous; neural network;
Citations & Related Records
연도 인용수 순위
  • Reference
1 TinyOS, http://webs.cs.berkeley.edu.
2 Jesper Kjeldskov and Mikeal B. Skov., 'Supporting Work Activities in Healthcare by Mobile Electronic Patient Records,' APCHI 2004, Vol. 3101, pp. 191-200, 2004
3 Ustart-2400, http://www.huins.com
4 Dan Rasmus, Bill Crounse, M.D., 'Future of Information Work Healthcare 2015,' Microsoft Crop., White Parer, May 2005
5 Intel, http://www.intel.com/research/exploratory/ wireless-sensors.htm#sensornetwork.
6 Paramvir Bahl and Venkata Padmanabhan, 'RADAR: An in-building RF-based user location and tracking system,' Proc. of IEEE INFOCOM, vol. 2, p.p. 775-784. March 2000
7 MICA2, http://www.xcross.com
8 조선대학교병원, http://hosp.chosun.ac.kr.
9 R.G. Gallager, 'Low-density parity-check codes,' IRE Trans. Inform. Theory, vol. IT-8, pp. 21-28, Jan. 1962
10 송병호, '전문가 시스템의 위험분석을 이용한U-Health 시스템 설계 및 구현,' 박사학위 논문, 조선대학교, 2008