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Simulation of the risk aware mmse based on the particle filtering.

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dccartagena/Risk_Aware_MMSE_PF

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Risk-Aware Estimation for Nitrification-BasedBio-filtration in Recirculating Aquaculture System

We implement a particle filter to estimate the concentrations of NH_x-N and NO_3-N sequentially in a recirculating aquaculture system. The resulting estimate and posterior distribution from the particle filter are used as part of a sequential risk-aware MMSE estimator for the same system. A performance comparison between the proposed estimators using metrics such as error variance, mean squared error and execution time per iteration

Instructions

  • Run the file IKT721_project.m

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Simulation of the risk aware mmse based on the particle filtering.

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