Which of the following technique is more preferable for design of line...
Explanation: The chebyshev approximation method provides total control of the filter specifications, and as a consequence, it is usually preferable over the other two methods.
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Which of the following technique is more preferable for design of line...
Linear Phase FIR Filter Design Techniques
There are several techniques available for designing linear phase FIR (Finite Impulse Response) filters. These filters have the desirable property of maintaining the phase linearity across all frequencies. Among the various techniques, the Chebyshev approximation is considered to be more preferable. Let's discuss the different techniques and why Chebyshev approximation stands out.
1. Window Design:
- Window design is a commonly used technique for designing FIR filters.
- It involves multiplying the desired frequency response with a window function in the time domain.
- The window function is typically chosen to have a finite support and a smooth transition at the edges.
- However, window design does not guarantee linear phase response. The phase response may be non-linear, especially in the transition bands.
2. Frequency Sampling:
- Frequency sampling is another technique for designing FIR filters.
- It involves specifying the desired frequency response at a set of frequency samples and then using inverse Fourier transform to obtain the filter coefficients.
- This technique can provide a linear phase response.
- However, it may not be suitable for filters with a large number of taps, as it requires a high number of frequency samples to accurately represent the desired response.
3. Chebyshev Approximation:
- The Chebyshev approximation is a powerful technique for designing linear phase FIR filters.
- It aims to minimize the maximum deviation between the desired frequency response and the actual response of the filter.
- This technique provides a trade-off between the magnitude response and the phase response.
- By controlling the maximum deviation and the filter order, one can achieve a linear phase response with a desired level of ripple in the passband and stopband.
- The Chebyshev approximation is particularly useful when a filter with a sharp transition between the passband and stopband is required.
Conclusion
Among the given options, the Chebyshev approximation is the most preferable technique for designing linear phase FIR filters. It allows for precise control over the magnitude response while maintaining a linear phase response. While window design and frequency sampling are also commonly used techniques, they may not guarantee linear phase response or provide the desired level of control over the frequency characteristics of the filter.
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