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In the frequency sampling method for FIR filter design, we specify the desired frequency response Hd(ω) at a set of equally spaced frequencies.
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In the frequency sampling method for FIR filter design, we specify the...
Explanation: In the frequency sampling method, we specify the frequency response Hd(ω) at a set of equally spaced frequencies, namely
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In the frequency sampling method for FIR filter design, we specify the...
Ω) at certain discrete frequencies ω, and then obtain the filter coefficients by taking the inverse discrete Fourier transform (IDFT) of the desired frequency response.

The steps involved in designing an FIR filter using the frequency sampling method are as follows:

1. Determine the desired frequency response Hd(ω) at N discrete frequencies ω. This can be done by either specifying the magnitude and phase response at these frequencies or by specifying the desired filter characteristics (such as low-pass, high-pass, band-pass, etc.) and designing the ideal filter in the continuous-time domain.

2. Calculate the impulse response hd(n) of the desired filter by taking the IDFT of the desired frequency response Hd(ω). The length of the impulse response will be N.

3. Truncate the impulse response hd(n) to a desired length M, where M is the number of taps or coefficients in the FIR filter. This truncation is necessary because the IDFT of a finite-length frequency response will result in an infinite-length impulse response.

4. Apply a window function to the truncated impulse response hd(n) to minimize the effects of spectral leakage. Common window functions used in FIR filter design include the Hamming, Hanning, and Blackman windows.

5. Normalize the coefficients of the windowed impulse response to ensure that the filter has unity gain at DC (ω = 0).

The frequency sampling method is relatively straightforward and allows for precise control over the desired frequency response of the FIR filter. However, it may result in filters with a large number of taps, which can be computationally expensive to implement. Additionally, it may not always be possible to achieve the exact desired frequency response due to the finite number of samples used in the frequency specification.
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In the frequency sampling method for FIR filter design, we specify the desired frequency response Hd(ω) at a set of equally spaced frequencies.a)Trueb)FalseCorrect answer is option 'A'. Can you explain this answer?
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