|Title||Task-driven Adaptive Sensing on Quadrupole Mass Filter Systems for Classification|
|Publication Type||Conference Paper|
|Year of Publication||2015|
|Authors||EX Chen, W Lian, L Carin, and DJ Brady|
|Conference Name||Optics Infobase Conference Papers|
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.