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This repository contains the datasets and scripts used to obtain the figures of the paper "Performance Evaluation of the Particle Swarm Optimization Algorithm to Unambiguously Estimate Plasma Parameters from Incoherent Scatter Radar Signals". The repository is organized as follows: - Part I) Monte Carlo simulation codes - Part II) Monte Carlo simulations using the parameter configuration "Param. 1" of Shi et al. (1999) - Part III) Monte Carlo simulation using the parameter configuration "Param. 1" of Shi et al. (1999) and a limited ion composition search space - Part IV) Monte Carlo simulations using the parameter configuration "Param. 2" of Wang et al. (2012) - Part V) Monte Carlo simulation using the parameter configuration "Param. 2" of Wang et al. (2012) and a limited ion composition search space - Part VI) Monte Carlo simulations using the parameter configuration "Param. 2" of Wang et al. (2012) with uncertainty on the a priori plasma parameters obtained from the Plasma Line - Part VII) Codes to generate all figures of the manuscript All datasets and scripts were generated and tested using Matlab 2017. Simulations have been executed in parallel on a SLURM cluster, compilation and running scripts are provided.
Powered@NLHPC: This research was partially supported by the supercomputing infrastructure of the NLHPC (ECM-02).
Ambiguity Analysis, Particle Swarm Optimization, Monte Carlo Simulation, Estimation Process
Ambiguity Analysis, Particle Swarm Optimization, Monte Carlo Simulation, Estimation Process
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