Peak filter and notch filter for harmonic retrieval using high-order statistics

التفاصيل البيبلوغرافية
العنوان: Peak filter and notch filter for harmonic retrieval using high-order statistics
المؤلفون: Chii-Horng Chen, Chong-Yung Chi
المساهمون: 祈忠勇
بيانات النشر: Institute of Electrical and Electronics Engineers (IEEE)
سنة النشر: 1996
المجموعة: National Tsing Hua University Institutional Repository (NTHUR)
مصطلحات موضوعية: Gaussian noise, circuit optimisation, digital filters, frequency estimation, harmonic analysis, higher order statistics, notch filters, signal reconstruction, spectral analysis
الوقت: 45
الوصف: 2030157030069 ; 電機工程學系 ; In this paper, an algorithm using the well-known notch filter and an algorithm using a peak filter are proposed to estimate the frequencies of sinusoidal signals with a given set of Gaussian noise corrupted measurements y(n) provided that the number of sinusoids is known in advance. The former processes y(n) such that a single fourth-order cumulant of the notch filter output is minimum in absolute value, while the latter processes y(n) such that the same fourth-order cumulant of the peak filter output is maximum in absolute value. Then the unknown frequencies are obtained from the optimum notch filter and the optimum peak filter, respectively. A performance analysis of the two proposed algorithms is then presented followed by some simulation results for a performance comparison of the proposed algorithms and Swami and Mendel's (1991) SVD low-rank approximation method
نوع الوثيقة: conference object
اللغة: English
ردمك: 978-0-8186-7576-8
0-8186-7576-4
العلاقة: Statistical Signal and Array Processing, 1996. Proceedings., 8th IEEE Signal Processing Workshop on (Cat. No.96TB10004, Corfu, 24-26 Jun 1996, Pages 202 - 205; 0-8186-7576-4; http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/68541Test
الإتاحة: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/68541Test
رقم الانضمام: edsbas.BC846F32
قاعدة البيانات: BASE