Application of Machine Learning Based Spectrum Allocation Algorithm in Wireless Communication Systems
This paper expounds the design of a machine learning based spectrum allocation algorithm due to the scarcity of spectrum resources and limitations of traditional methods,including data processing,feature selection and extraction,model training and optimization.The experimental results show that the spectrum allocation performance of this algorithm is superior to traditional methods.
machine learningspectrum allocationwireless communication systems
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