Multi-Criteria Radio Spectrum Sharing With Subspace-Based Pareto Tracing

no code implementations • 23 Aug 2021 • Zachary Grey, Susanna Mosleh, Jacob Rezac, Yao Ma, Jason Coder, Andrew Dienstfrey

We perform an exploratory analysis of coexistence behavior by approximating active subspaces to identify low-dimensional structure in the optimization criteria, i. e., few linear combinations of parameters for simultaneously maximizing LAA and Wi-Fi throughputs.

Dimensionality Reduction