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June 6, 2026Theory of Probability and Mathematical Statistics

Asymptotic properties of periodogram-like estimates for chirp signal parameters

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Authors

AIA. V. IvanovVHV. Hladun

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Overview

Randomized trial investigates periodogram-like estimates in chirp signals, suggesting robust statistical properties.

Key Points

  • This research aims to analyze the asymptotic properties of periodogram-like estimates in estimating chirp signal parameters.
  • Considered a time continuous model of chirp signals amid stationary Gaussian noise.
  • Evaluated the performance of periodogram-like estimates for amplitude, angular frequency, and chirp rate.
  • Showed consistent and statistically normal estimates under defined conditions.
  • Achieved strong consistency for the estimates under both strongly and weakly dependent noise.
  • Demonstrated asymptotic normality for the estimates of unknown parameters.

Cite This Study

Ivanov et al. (2026) studied this question.

synapsesocial.com/papers/6a23bafd71a5da9775e769a1https://doi.org/10.1090/tpms/1253
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