Title :
Analysis of the biomedical signals´ structure in the problem of recognition
Author :
Shulyak, A.P. ; Shachykov, A.D.
Author_Institution :
Phys. & Biomed. Electron. Dept., Nat. Tech. Univ. of Ukraine "Kyiv Polytech. Inst.", Kiev, Ukraine
Abstract :
A method for allocation of periodic signal components, whose shape is not predetermined in advance and set in accordance with the specific type of recognized processes is being proposed. Obtainment of periodic components provides multiple confirmation accumulation of periods contents when signals receiving, thereby increasing its noise immunity. The method is presented by mathematical procedures for its implementation and illustrations of the electroencephalogram data processing proving his worth.
Keywords :
electroencephalography; medical signal processing; signal denoising; biomedical signal structure analysis; electroencephalogram data processing; multiple confirmation accumulation; noise immunity; periodic signal component allocation; recognized processes; signal receiving; Conferences; Electroencephalography; Matrix decomposition; Noise; Shape; Standards; Vectors; electroencephalography; periodic components; recognition procedures; signal structure;
Conference_Titel :
Electronics and Nanotechnology (ELNANO), 2014 IEEE 34th International Conference on
Conference_Location :
Kyiv
Print_ISBN :
978-1-4799-4581-8
DOI :
10.1109/ELNANO.2014.6873982
