Resolution of superpositions in EMG signals using belief propagation: results for the known constituent problem.
Resolution of superpositions in EMG signals using belief propagation: results for the known constituent problem.
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使用置信传播解决 EMG 信号叠加:已知构成问题的结果。
DOI:
10.1109/iembs.2006.259341
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发表时间:
2006
期刊:
影响因子:
--
通讯作者:
Loeliger,Hans-Andrea
中科院分区:
文献类型:
--
作者:
Koch,VolkerM;McGill,KevinC;Loeliger,Hans-Andrea
The problem of resolving superpositions in electromyographic (EMG) signals is considered. The shapes of the motor unit action potentials that make up each superposition are assumed to be known a-priori (known constituent problem). Two different and novel belief propagation algorithms have been developed to solve this problem. These algorithms and simulation results are presented in this paper