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Systems, methods, and uses of a Bayes-optimal nonlinear filtering algorithm
Systems, methods, and uses of a Bayes-optimal nonlinear filtering algorithm
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机译:贝叶斯最优非线性滤波算法的系统,方法和用途
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摘要
A stochastic Bayesian non-linear filtering system and method that improves the filtering of noisy signals by providing efficiency, power, speed, and flexibility. The filter only requires the likelihood function p(observation|state) to determine the system state and works in various measurement models. This allows for the processing of noisy signals to be used in real time, such as in a biofeedback device that senses noisy surface electromyography muscle electrical activity, filters the sensed signal using the nonlinear filtering method, and provides vibrations based on the muscular activity.
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