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Ultra-Wideband Source Localization Using a Particle-Swarm-Optimized Capon Estimator from a Frequency-Dependent Channel Modeling Viewpoint

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Academic year: 2020

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Figure 4: Convergence curves of (a) calculated fitness of the PSO algorithm, (b) central angle estimate error, (c) frequency-dependence esti-mate, and (d) the actual AS variation curve over the entire spectral support versus the estimated curve at the 500th iteration for Experiment 1(uniform PAS).
Figure 5: Convergence curves of (a) calculated fitness of the PSO algorithm, (b) central angle estimate error, (c) frequency-dependence esti-mate, and (d) the actual AS variation curve over the entire spectral support versus the estimated curve at the 500th iteration for Experiment 2(Gaussian PAS).
Figure 6: Convergence curves of (a) calculated fitness of the PSO algorithm, (b) central angle estimate error, (c) frequency-dependenceestimate, and (d) the AS variation curve over the entire spectral support versus the estimated curve at the 500th iteration for Experiment 3(PAS shape mismatch).

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