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System and method for optimized independent component selection for automated signal artifact removal to generate a clean signal
专利权人:
HRL Laboratories; LLC
发明人:
Nicholas A. Ketz,Matthew E. Phillips,Praveen K. Pilly
申请号:
US15891218
公开号:
US10716514B1
申请日:
2018.02.07
申请国别(地区):
US
年份:
2020
代理人:
摘要:
Described is a system for automated artifact removal to generate a clean signal. During operation, the system selects initial noise components from a multi-channel, pre-processed signal by performing independent component analysis decomposition on the pre-processed signal to separate and rank the independent components as noise components. A clean signal is then generated through optimized selection of the noise components based on a signal quality index in which the noise components are moved from the original pre-processed signal until a sufficient signal quality is received.
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