Optimizing Unlicensed Band Spectrum Sharing With Subspace-Based Pareto Tracing

no code implementations • 2 Feb 2021 • Zachary J. Grey, Susanna Mosleh, Jacob D. Rezac, Yao Ma, Jason B. Coder, Andrew M. 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 KPIs.

Dimensionality Reduction