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Published byBenjamin Williamson Modified over 6 years ago
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Filters What is a filter Spectral response Impulse response
Filter types How to design/apply/use them
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What is a filter? Extract desired components
Why? To extract information in a systematic way Easily described in spectral terms Lowpass Highpass Bandpass Multiband Notch Reduce the intensity in region(s) of spectrum
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dftlopass2demo(fs, timelen, b0, b1)
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dftlopass2demo(fs, timelen, b0, b1)
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dfthipass2demo(fs, timelen, b0, b1)
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Impulse response Filter can also be represented in time domain
Impulse response is output when impulse is applied at input DFT of impulse response is spectral response! Very handy!
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Filter types Finite Impulse Response (FIR)
an = 0 Non-recursive Inefficient Infinite Impulse Response (IIR) an 0 Recursive Efficient
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How to design/apply/use filters
Usually design in spectral domain Apply in either time or spectral domains Depends on length of impulse response Apply by mutiplying spectra Add in dBs! Convolve in time domain… Often we need to estimate filter…
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