Analysis of Prony's and Pisarenko Frequency Estimation Methods at Different Bandwidths, Different Noise And Variances Farkli Bant Genişliklerinde, Farkli Gürültü ve Varyanslarda Prony's ve Pisarenko Frekans Tahmin Yöntemlerinin Analizi

Cabadag G., KARAL Ö.

30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022, (Full Text) identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/siu55565.2022.9864904
  • City: Safranbolu
  • Country: Turkey
  • Keywords: Gauss noise, instantaneous frequency measurement, Laplace noise, Pisarenko method, Prony's method
  • Ankara Yıldırım Beyazıt University Affiliated: Yes

Abstract

© 2022 IEEE.In this study, two different approaches, Prony's and Pisarenko, are presented to estimate the frequencies of two simultaneous signals in a digital instantaneous frequency measurement (DIFM) receiver. Both approaches use the assumption that the autocorrelation involved in determining the frequencies of two simultaneous signals is produced by the DIFM receiver. In addition, they are extensively compared at different bandwidths, different noise and variances, and their estimation performances are analyzed. According to the observed results, the Prony's method yields more accurate estimates than Pisarenko as both the variance of the applied noises and the bandwidth of the frequencies to be measured increase.