AbstractIn this talk, I will give a brief introduction to convergence acceleration algorithms. First, I will provide a concise overview of the research context and the current state of convergence acceleration algorithms. Subsequently, I will present a method known as the kernel methodology for constructing convergence acceleration algorithms, based on which I propose a novel acceleration algor...
Abstract：In this talk, I will discuss in detail the convergence result of the Gaussian mixture particle filters, in which each particle in the estimation system is regarded as a Gaussian distributed random variable, rather than a simple particle as in the classical particle filters. The convergence rate of the particle system will be given. The relationship between the Gaussian mixture particl...
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