Automatic derivation and implementation of signal processing algorithms

  • Authors:
  • Affiliations:
  • Venue:
  • ACM SIGSAM Bulletin
  • Year:
  • 2001

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Abstract

We present a computer algebra framework to automatically derive and implement algorithms for digital signal processing. The two main parts of the framework are AREP, a library for symbolic manipulation of group representations and structured matrices, and SPL, a compiler turning matrix expressions into efficient imperative-style numerical programs.