Title :
A Comparison of Real-Time Performance of Signal Processing Algorithms for Minimum Latency Detection of Hypovolemic States
Author :
Jovanov, Emil ; Cox, Paul ; Saul, J. Philip ; Salinas, Jose ; Ryan, Kathy L. ; Convertino, Victor A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Alabama Univ., Huntsville, AL
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
Algorithms for real-time ambulatory monitoring of physiological signals often run on platforms which have very limited processing power and memory. Therefore, in addition to functionality, it is necessary to carefully consider real-time performance requirements. This is particularly important for physiological monitoring of life threatening conditions such as hemorrhage. In this paper we present a comparison of several algorithms as candidates for implementation on a prehospital ambulatory monitor of hypovolemic states. The algorithms were tested on data from lower body negative pressure (LBNP) experiments that were used to simulate hypovolemic states. We also present a promising real-time wavelet algorithm for heart rate variability (HRV) processing in prehospital ambulatory monitoring applications
Keywords :
blood; cardiology; diseases; medical signal processing; patient monitoring; wavelet transforms; heart rate variability processing; hemorrhage; hypovolemic state; life threatening condition; lower body negative pressure; minimum latency detection; physiological signal; prehospital ambulatory monitor applications; real-time ambulatory monitoring; real-time wavelet algorithm; signal processing algorithm; Biological system modeling; Biomedical monitoring; Blood; Computerized monitoring; Delay; Heart rate variability; Hemorrhaging; Humans; Patient monitoring; Signal processing algorithms; Heart Rate Variability; Hemorrhage; Hypovolemic states; Performance; Real-time processing;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.260196