Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint

作者: Ying-Jui Chen , Soontorn Oraintara , Trac. D. Tran , Kevin Amaratunga , Truong Q. Nguyen

DOI: 10.1109/ICASSP.2002.5745314

关键词: Approximations of πMathematicsDiscrete mathematicsDiscrete cosine transformConstraint (information theory)Lifting schemeBinary numberAdderAlgorithmCoordinate descent

摘要: This paper describes an algorithm for systematically finding a multiplierless approximation of transforms where VLSI-friendly binary coefficients the form k/2n are employed in approximation. Assuming cost shifters is negligible hardware, total number adders required to approximate transform used as complexity constraint. The proposed systematic and fast. It eliminates need trial-and-error approximations coefficients. Specifically, two types discrete cosine (DCT) presented illustrate algorithm.

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