Task-driven Adaptive Sensing on Quadrupole Mass Filter Systems for Classification

TitleTask-driven Adaptive Sensing on Quadrupole Mass Filter Systems for Classification
Publication TypeConference Paper
Year of Publication2015
AuthorsEX Chen, W Lian, L Carin, and DJ Brady
Conference NameOptics Infobase Conference Papers
Date Published01/2015
Abstract

An information-theoretical adaptive sensing and classification framework is proposed for Quadrupole mass filter systems. Simulation results demonstrate significant reduction in number of measurement and improvement of classification accuracy using the adaptive approach compared with baselines.