Performance Comparison of ESPRIT and Interpolation Applied FFT Frequency Estimation Methods ESPRIT ve Interpolasyon Uygulanmiş FFT frekans kestirim yöntemlerinin performans karşilaştirmasi
31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, İstanbul, Turkey, 5 - 08 July 2023, (Full Text)
- Publication Type: Conference Paper / Full Text
- Doi Number: 10.1109/siu59756.2023.10223812
- City: İstanbul
- Country: Turkey
- Keywords: ESPRIT, Estimation, FFT, Frequency, Interpolation
- Ankara Yıldırım Beyazıt University Affiliated: Yes
Abstract
In this study, the performance of the Estimation of Signal Parameters (ESPRIT) and Fast Fourier Transform (FFT) that improved by Quinn's 2nd interpolation method frequency estimation methods were compared in terms of estimation error rate and frequency calculation time. According to the observed results, the error rate in the FFT result was reduced when interpolation applied and although the interpolated FFT method was approximately 36 times faster than the ESPRIT method, the error rate of the ESPRIT method was lower. In real-time Radar Warning Receiver (RWR) systems, FFT improved by Quinn's 2nd method and in non-real-time ELINT systems that aim to make frequency estimation with high accuracy ESPRIT method can be preferred.