TY - GEN
T1 - Optimal transform of multichannel evoked neural signals using a video compression algorithm
AU - Chung, Chen Han
AU - Chen, Liang Gee
AU - Kao, Yu Chieh
AU - Jaw, Fu Shan
PY - 2009
Y1 - 2009
N2 - One of the most important problems in the field of biomedical engineering is how to record a multichannel neural signal. This problem arises because recording produces a large amount of data that must be reduced to transfer it through wireless transmission, and data reduction must be made without compromising data quality. Video compression technology is very important in the field of signal processing, and there are many similarities between multichannel neural signals and video signals. Therefore, we use motion vectors (MVs) to reduce the redundancy between successive video frames and successive channels. We also test what transform for neural signal compression is best. Our novel signal compression method gives a signal-to-noise ratio (SNR) of 25 db and compresses data to 5% of the original signal.
AB - One of the most important problems in the field of biomedical engineering is how to record a multichannel neural signal. This problem arises because recording produces a large amount of data that must be reduced to transfer it through wireless transmission, and data reduction must be made without compromising data quality. Video compression technology is very important in the field of signal processing, and there are many similarities between multichannel neural signals and video signals. Therefore, we use motion vectors (MVs) to reduce the redundancy between successive video frames and successive channels. We also test what transform for neural signal compression is best. Our novel signal compression method gives a signal-to-noise ratio (SNR) of 25 db and compresses data to 5% of the original signal.
KW - Biomedical signal processing
KW - Multielectrode signals
KW - Video signal processing
UR - http://www.scopus.com/inward/record.url?scp=72749105436&partnerID=8YFLogxK
U2 - 10.1109/ICBBE.2009.5163149
DO - 10.1109/ICBBE.2009.5163149
M3 - Conference contribution
AN - SCOPUS:72749105436
SN - 9781424429028
T3 - 3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009
BT - 3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009
T2 - 3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009
Y2 - 11 June 2009 through 13 June 2009
ER -