Abstract
In this paper we focus on novel population Monte Carlo schemes that present added flexibility and superior performance compared to the standard approach. The new schemes combine different weighting and resampling strategies to achieve more efficient performance at the cost of a reasonable computational complexity increment. Computer simulations compare the different alternatives when applied to the problem of frequency estimation in superimposed sinusoids.
Original language | English |
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Publication status | Published - 2017 |
Event | Gretsi 2017 - Juan-les-Pins, France Duration: 5 Sept 2017 → 8 Sept 2017 |
Conference
Conference | Gretsi 2017 |
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Country/Territory | France |
City | Juan-les-Pins |
Period | 5/09/17 → 8/09/17 |