کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
564776 875644 2013 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Parameter estimation of exponential signals: A system identification approach
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Parameter estimation of exponential signals: A system identification approach
چکیده انگلیسی

Exponential signals occur in extremely diverse applications and estimation of their parameters is one of the basic problems in applied sciences. Nevertheless there are only a handful of methods for exponential analysis that are recommended in the literature, and even those methods have relatively mediocre performance in more difficult scenarios. In this paper we attempt to correct this situation by making use of a system identification approach. The proposed methodology, which we call EASI (Exponential Analysis via System Identification), is shown to have a satisfactory performance (i.e., high resolution and small statistical variability) for practical data lengths, and this not only for white measurement noise but also in cases with highly correlated noise (which were rarely considered in the previous literature).

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Digital Signal Processing - Volume 23, Issue 5, September 2013, Pages 1565–1577
نویسندگان
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