Title :
Similarity measurement study for bio-signal waveform based on tunnel morph
Author :
Lian, Shiliu ; Zheng, Gang
Author_Institution :
Lab. of Biol. Signal & Intell. Process., Tianjin Univ. of Technol., Tianjin, China
Abstract :
One similarity measurement strategy for bio-signal waveform is presented in this paper. A tunnel morph is introduced to describe the waveform. It measures the waveform not only by a value, but considers the curve feature of waveforms. Then a set of integrity definitions are presented in the paper. It contains segmentation, measurement function selection, tunnel morph width, and best partition point assigning. A case study on AECG (Ambulatory Electrocardiogram) is also presented to give a proof for the similarity measurement strategy. Through experiment, the sensitivity and positive prediction of the strategy is higher than city block, Euclidean distance and correlation coefficient. Data used in the paper is from MIT/BIH.
Keywords :
bioelectric phenomena; biomedical measurement; correlation methods; electrocardiography; AECG; Euclidean distance; ambulatory electrocardiogram; biosignal waveform; correlation coefficient; integrity definitions; measurement function selection; partition point assigning; similarity measurement; tunnel morph width; Biomedical measurements; Cities and towns; Correlation; Electrocardiography; Turning; Weight measurement; ECG waveform; Similarity measurement; bio-signal waveform; tunnel morph; weight;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6495-1
DOI :
10.1109/BMEI.2010.5640571