دانلود مقاله ISI انگلیسی شماره 65316
ترجمه فارسی عنوان مقاله

بررسی روش تشخیص سیگنال ضعیف چندفرکانسی بر اساس تنظیم رزونانس تصادفی با پارازیت چندمقیاسی

عنوان انگلیسی
Study on multi-frequency weak signal detection method based on stochastic resonance tuning by multi-scale noise
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
65316 2014 7 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Measurement, Volume 47, January 2014, Pages 540–546

ترجمه کلمات کلیدی
تشخیص سیگنال ضعیف؛ رزونانس تصادفی؛ تبدیل موجک متعامد ؛ چندفرکانسی؛ پارازیت چندمقیاسی
کلمات کلیدی انگلیسی
Weak signal detection; Stochastic resonance; Orthogonal wavelet transform; Multi-frequency; Multi-scale noise
پیش نمایش مقاله
پیش نمایش مقاله  بررسی روش تشخیص سیگنال ضعیف چندفرکانسی بر اساس تنظیم رزونانس تصادفی با پارازیت چندمقیاسی

چکیده انگلیسی

In practical engineering applications, useful information is often submerged in strong noise and the feature information is difficult to be extracted. Aimed at the detection problem of multi-frequency signal under colored noise background, a novel weak signal detection method based on stochastic resonance (SR) tuning by multi-scale noise is proposed. Firstly, noisy signal is processed by orthogonal wavelet transform to decompose the signal into multi-scale ingredients. According to the orthogonal wavelet transform coefficients characteristics of 1/f distribution, multi-scale noise is constructed so as to make the frequency-band containing the driving frequency be enhanced through SR system. Thus multi-frequency weak signal is detected. The method is effective to detect multi-frequency weak signal under colored noise background. Experiment signal analysis results show that the proposed method is simple for multi-frequency weak signal detection, and has good prospects for engineering applications.