Automatic broadband detection method based on dual fast Fourier transformation (FFT)
An automatic detection, wideband technology, applied in transmission monitoring, electrical components, transmission systems, etc., can solve the problems of inability to adapt to burst signals with high time resolution requirements, and it is difficult to ensure accurate and reliable reflection of the true characteristics of signals, etc. Achieving the effect of high reference value
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[0042] As an embodiment of the present invention, see figure 1 with figure 2 , The present invention includes a double FFT-based broadband automatic detection method, including the following steps:
[0043] 1) Set the number of FFT points required to estimate the spectrum of different resolutions according to the time resolution (dt) and frequency resolution (df) requirements of the broadband detection settings;
[0044] Among them, the number of FFT points with higher frequency resolution is Nfft1, the number of FFT points with higher time resolution is Nfft2, and Nfft1=K*Nfft2, Nfft 1 and Nfft2 are both powers of 2; the time resolution set by broadband detection Rate (dt) and frequency resolution (df) requirements, and automatically calculate the number of FFT points required to obtain this resolution spectrum. Among them, the number of FFT points with higher frequency resolution is Nfft1, and the number of FFT points with higher time resolution is Nfft2, and Nfft1=K*Nfft2, and...
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[0073] In the foregoing embodiment, the GPU is used to calculate the FFT of different points on the same set of data, thereby obtaining signal power spectrum data of different resolutions, and then the CPU is used to perform signal detection and feature parameter extraction on the spectrum data. The specific implementation is as follows:
[0074] (1) The specific implementation of dual FFT transform processing
[0075] As a programmable internal processor is added to the image processor, the GPU has high computing performance. The GPU, with its multi-core common drive and high memory read and write bandwidth, makes it not only used in image processing, but also can provide more computing resources in general computing. Compared with the CPU, the GPU hardware structure uses more arithmetic logic components to participate in data processing, and the GPU is cheap and a large number of parallel processors in the calculation process. Therefore, GPU is more suitable for those same prog...
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