Title :
Diabetic foot peripheral vascular occlusive disease estimation using fractional-order chaos synchronization detector
Author :
Lin, Chia-Hung ; Chen, Jian-Liung ; Du, Yi-Chun ; Pan, Shih-Ming ; Wu, Jian-Xing
Author_Institution :
Dept. of Electr. Eng., Kao-Yuan Univ., Kaohsiung, Taiwan
Abstract :
This paper proposes a novel method for peripheral vascular occlusive disease (PVOD) estimation in diabetic foot using a fractional-order chaotic system (FOCS). Photo-plethysmography (PPG) is a non-invasive technique for detecting blood volume changes in peripheral arteries. Bilateral PPG signals gradually become asymmetry on the right-site or left-site transit time and pulse shape with PVOD severity and have high correlation. We utilized a FOCS detector to estimate the grades of PVOD by analyzing dynamic errors based on various butterfly patterns, including normal condition (Nor), lower-grade (LG) disease and higher-grade (HG) disease patterns. A color relation analysis (CRA) based classifier is proposed to recognize the various patterns. For 21 subjects, the proposed method showed higher accuracy in estimation of PVOD.
Keywords :
blood vessels; diseases; photoplethysmography; PVOD estimation; blood volume change; butterfly pattern; diabetic foot; fractional order chaos synchronization detector; peripheral arteries; peripheral vascular occlusive disease; photoplethysmography; Chaos; Color; Diabetes; Diseases; Estimation; Indexes; Mercury (metals); Color relation analysis (CRA); Fractional-Order Chaotic System (FOCS); Peripheral Vascular Occlusive Disease (PVOD); Photo-plethysmography (PPG);
Conference_Titel :
Fluid Power and Mechatronics (FPM), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8451-5
DOI :
10.1109/FPM.2011.6045833