Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems

no code implementations • 12 Oct 2019 • Ahmed B. Zaky, Joshua Zhexue Huang, KaishunWu, Basem M. ElHalawany

In this work, we propose a resource allocation deep autoencoder network, as one of the promising generative models, for enabling spectrum sharing in underlay device-to-device (D2D) communication by solving linear sum assignment problems (LSAPs).

Combinatorial Optimization Management