Search for dissertations about: "Tobias Rydén"
Found 3 swedish dissertations containing the words Tobias Rydén.
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1. Parameter Estimation for Markov Modulated Poisson Processes
Abstract : [abstract missing].... READ MORE
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2. Rao-Blackwellised particle methods for inference and identification
Abstract : We consider the two related problems of state inference in nonlinear dynamical systems and nonlinear system identification. More precisely, based on noisy observations from some (in general) nonlinear and/or non-Gaussian dynamical system, we seek to estimate the system state as well as possible unknown static parameters of the system. READ MORE
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3. Hidden Markov Models: Identification, Inverse Filtering and Applications
Abstract : A hidden Markov model (HMM) comprises a state with Markovian dynamics that is hidden in the sense that it can only be observed via a noisy sensor. This thesis considers three themes in relation to HMMs, namely, identification, inverse filtering and applications. READ MORE