Half-band filter

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A half-band filter is a finite impulse response (FIR) low-pass filter that reduces the maximum bandwidth of sampled data by a factor of 2 (one octave). When multiple octaves of reduction are needed, a cascade of half-band filters is common. And when the goal is downsampling, each half-band filter needs to compute only half as many output samples as input samples. In digital signal processing, half-band filters are widely used for their efficiency in multi-rate applications.

It follows from the filter's definition that its transition region, or skirt, can be centered at frequency    where    is the input sample-rate. That makes it possible to design a FIR filter whose every other coefficient is zero, and whose non-zero coefficients are symmetrical about the center of the impulse response. (See Finite impulse response § Window design method)  Both of those properties can be used to improve efficiency of the implementation. [1] [2]

References

  1. Venosa, Elettra; harris, fredric j.; Palmieri, Francesco A. N. (2011-10-17). Software Radio: Sampling Rate Selection, Design and Synchronization . New York: Springer. pp.  91-93. ISBN   9781461401124.
  2. Meyer-Baese, Uwe (2007-11-14). "5.4.1". Digital Signal Processing with Field Programmable Gate Arrays (3 ed.). New York: Springer. p.  274. ISBN   978-3540726128.

Further reading