Efficient narrowband FIR and IFIR filters based on powers-of-two sigma-delta coefficient truncation
A new quantization scheme is presented for truncating the values of a high precision digital sequence to only a few non-zero bits. Sigma-delta modulation is used to round values to the nearest n-bit canonic signed-digit code (number representable as sum or difference of at most n powers-of-two) such...
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Veröffentlicht in: | IEEE transactions on circuits and systems. 2, Analog and digital signal processing Analog and digital signal processing, 1994-08, Vol.41 (8), p.497-505 |
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Sprache: | eng |
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Zusammenfassung: | A new quantization scheme is presented for truncating the values of a high precision digital sequence to only a few non-zero bits. Sigma-delta modulation is used to round values to the nearest n-bit canonic signed-digit code (number representable as sum or difference of at most n powers-of-two) such that the quantization error is moved to higher frequencies. This technique can be applied to the impulse response of an FIR filter to truncate the coefficient values to a few non-zero bits; eliminating the need for multiplications. The resulting filter's magnitude response will be accurate over low frequencies and is thus suitable for narrowband lowpass applications. Sigma-delta CSD truncation is applied to previous multiplier efficient approaches for narrowband filters (prefilter-equalizer, multirate) and examples are given which show an additional 4 to 64 times reduction in computational complexity. The sigma-delta CSD interpolated FIR (SCIFIR) filter is presented and examples are given which show an additional 29%-65% reduction in computational complexity over previously reported multiplier efficient IFIR designs.< > |
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ISSN: | 1057-7130 1558-125X |
DOI: | 10.1109/82.318938 |