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A Novel Scheme for Real-Time Max/Min-Set-Selection Sorters on FPGA

Di Yan, Weixing Wang, Lei Zuo, Xiaowei Zhang

2021IEEE Transactions on Circuits & Systems II Express Briefs13 citationsDOI

Abstract

Partial sorting, selecting M largest/smallest numbers from N inputs, is of interest in many applications. Thus, this brief presents a novel scheme for real-time max/min-set-selection sorters on field-programmable gate arrays (FPGAs). Our scheme has good expansibility but no close relation with the vector length, whose basic idea is reducing the programming complexity through the essence of sorting networks for Bitonic sequences. In addition, two modified forms of our scheme are proposed to solve the high data rate sequence and a multiple of 2 max/min-set-selection problem respectively. Finally, the effectiveness of our scheme is demonstrated on one Xilinx XC7VX690T FPGA by performing comparisons with state-of-the-arts.

Topics & Concepts

Field-programmable gate arraySortingComputer scienceScheme (mathematics)Selection (genetic algorithm)Set (abstract data type)AlgorithmParallel computingMathematicsComputer hardwareArtificial intelligenceMathematical analysisProgramming languageAlgorithms and Data CompressionError Correcting Code TechniquesCellular Automata and Applications
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