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A new Unscented Particle Filter incorporating Particle Swarm Optimization for estimating nonlinear systems state is proposed. The proposed method employs an intelligence optimization approach to mitigate sample degeneracy and impoverishment, and the computation complexity is also reduced. Studies are conducted: through comparing particles' present fitness value with the optimum fitness value of objective...
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