TY  - JOUR
PY  - 2016//
TI  - Classification of pilot-induced oscillations during in-flight piloting exercises using dry EEG sensor recordings
JO  - Conference proceedings - IEEE engineering in medicine and biology society
A1  - Scholl, Clara A.
A1  - Chi, Yu Mike
A1  - Elconin, Michael
A1  - Gray, William R.
A1  - Chevillet, Mark A.
A1  - Pohlmeyer, Eric A.
SP  - 4467
EP  - 4470
VL  - 2016
IS  - 
N2  - Pilot-Induced Oscillations (PIOs) are potentially hazardous piloting phenomena in which a pilot's control-inputs and the aircraft control-responses have (for any of a number of possible reasons) become out of phase. During PIOs, aggressive over-controlling on the part of the pilot in order to overcome a perceived lack of control can lead to complete loss of aircraft control. This study shows data recorded from a Cognionics dry electrode system during actual flight exercises can be used on a second-to-second basis to classify whether a pilot was undergoing a PIO event or if a PIO was imminent. If such PIO predictions could be made with adequate accuracy and robustness in real-time, they could form the basis of systems aimed at detecting and/or mitigating PIOs.<p />  <p>Language: en</p>
LA  - en
SN  - 1557-170X
UR  - http://dx.doi.org/10.1109/EMBC.2016.7591719
ID  - ref1
ER  -