【Key words】 fault diagnosis; particle filter; sequential Monte Carlo methods; variance adaptive; non-linear/non-Gaussian systems;
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序贯MonteCarlo方法
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A single Gaussian distribution is obtained to approximate the posterior distribution of state parameters based on sequential importance sampling and Monte Carlo methods.
通过基于重要性采样和蒙特卡罗模拟方法得到一高斯分布来近似未知状态变量的后验分布。
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