TY - GEN
T1 - A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis
T2 - 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
AU - Naik, Ganesh R.
AU - Guo, Yina
AU - Nguyen, Hung
PY - 2013
Y1 - 2013
N2 - The proposed signal processing technique uses Fast Independent Component Analysis (ICA) algorithm to improve the quality of the original biosensors recordings, which can be used as valuable pre-processing technique such as cross talk removal, artefact reduction etc. Initially, the ill conditioned original surface Electromyography (sEMG) recordings were separated using ICA methods and later they were reconstructed using modified un-mixing matrix. The simulation results showed huge improvement of the original recorded signal after reconstruction. The proposed method has potential applications in various biomedical signal processing techniques.
AB - The proposed signal processing technique uses Fast Independent Component Analysis (ICA) algorithm to improve the quality of the original biosensors recordings, which can be used as valuable pre-processing technique such as cross talk removal, artefact reduction etc. Initially, the ill conditioned original surface Electromyography (sEMG) recordings were separated using ICA methods and later they were reconstructed using modified un-mixing matrix. The simulation results showed huge improvement of the original recorded signal after reconstruction. The proposed method has potential applications in various biomedical signal processing techniques.
UR - http://www.scopus.com/inward/record.url?scp=84886579479&partnerID=8YFLogxK
U2 - 10.1109/EMBC.2013.6609903
DO - 10.1109/EMBC.2013.6609903
M3 - Conference contribution
C2 - 24110090
AN - SCOPUS:84886579479
SN - 1094-687X
T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
SP - 1927
EP - 1929
BT - 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 3 July 2013 through 7 July 2013
ER -