Articles with "spectrum hole" as a keyword



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A Reliable Time-Domain Spectrum Hole Prediction for Cognitive Radio Networks Using Regularized Multi-Layer Perceptron

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Published in 2017 at "Wireless Personal Communications"

DOI: 10.1007/s11277-017-4193-4

Abstract: A novel spectrum prediction technique based on multi-layer perceptron is proposed to effectively identify spectrum holes in time domain for cognitive radio networks (CRNs). This scheme adopts a more comprehensive input space (e.g. traffic parameters… read more here.

Keywords: spectrum hole; multi layer; layer perceptron; time domain ... See more keywords