Concurrent architectures for two-dimensional recursive digital filtering

Keshab K Parhi, David G. Messerschmitt

Research output: Contribution to journalArticle

2 Scopus citations

Abstract

Efficient architectures are presented for high-speed implementation of two-dimensional recursive digital filters of direct form and local state-space form. Unlike one-dimensional recursive systems, two-dimensional recursive digital filter algorithms have a large amount of inherent concurrency. The authors exploit this concurrency to derive fine-grain pipelined and one-dimensional block architectures for implementation of two-dimensional recursive digital filters by appropriate interleaving (or indexing) of the input samples, without requiring any algorithm transformation and without any hardware overhead. They then extend the look-ahead computation and incremental computation techniques to two dimensions and use them to derive two-dimensional incremental block filter architectures. The multiplication complexity of the two-dimensional incremental block filter is determined.

Original languageEnglish (US)
Pages (from-to)813-829
Number of pages17
JournalIEEE transactions on circuits and systems
Volumev
Issue numbern
StatePublished - Jan 1 1992

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