Title :
Biomedical problems in time-frequency-scale analysis-new challenges
Author :
Thakor, Nitish V. ; Sherman, David L.
Author_Institution :
Dept. of Biomed. Eng., Johns Hopkins Univ., Baltimore, MD, USA
Abstract :
Biomedical problems are especially rich in the information they provide as an indication of the body´s organ or system function. Information obtained from the human body is dynamic, time-varying, sometimes transient, mostly non-stationary, usually corrupted by noise. Time-frequency and time-scale analysis techniques are especially well suited to address such problems. Successful examples of applications of these techniques are in the analysis of ECG signals from the heart (analysis of QRS complexes and late potentials) and brain (evoked potentials and seizure spikes). Future work in this area will require that novel signal processing techniques are stimulated to serve the need for biological discovery
Keywords :
bioelectric potentials; electrocardiography; electroencephalography; medical signal processing; time-frequency analysis; ECG signals; QRS complexes; biomedical problems; brain; evoked potentials; heart; human body; late potentials; noise corruption; nonstationary signals; organ function; seizure spike; signal processing techniques; system function; time-frequency-scale analysis; time-scale analysis techniques; Bioelectric phenomena; Biomedical measurements; Biomedical signal processing; Electric variables measurement; Electrocardiography; Epilepsy; Heart; Humans; Signal analysis; Time frequency analysis;
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1994., Proceedings of the IEEE-SP International Symposium on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-2127-8
DOI :
10.1109/TFSA.1994.467296