Week 3 [23.11-29.11.2020] Pilot’s
time of reaction
I would
like to present the scientific article about prediction of pilot’s time of reaction
based on EEG signals. Here is the link to the article: https://www.frontiersin.org/articles/10.3389/fninf.2020.00006/full
I am a fan
of flying so the topic seems to be very interesting. The authors write that the
time of delay in reaction to an unexpected event can be predicted from brain
activity before the event using EEG equipment. Authors conducted the experiment
by means of simulation of aircraft flight and 19 participants took part in such
experiment. They applied regression model to predict the reaction time. The
obtained results are promising and the authors want to conduct the next
experiment using more detailed equipment and higher number of participants and to
take into consideration the artifacts related to eye-movement, or heart rate.
They think about applying the Artificial Subspace Reconstruction algorithm (ASR)
which allows to correct artifacts online. The constant monitoring of predicted
reaction time might enable to monitor how pilot's capabilities change over the
course of a flight. This solution might be applied as a trigger to alarm when
the decrease in predicted reaction speed is expected and might enable to overview
the level of fatigue. In the presented work authors created regression model
for each participant separately, I hope that it might be possible to create
subject – independent model in the future. The job of pilot is one of the most
dangerous jobs and not everybody could be a pilot.
I often fly by plane and fortunately
I did not observe the pilot lost the consciousness or pilot had a heart attack when
I was a passenger in the plane. In my opinion the topic touched in the
scientific paper is very important and I hope it could be possible to create
such system not only for the pilots but also for ordinary people, so it could
be predicted if something wrong can be appear …
Questions
1. Find and
write a short description about real situation where pilot caused the crash of
the airplane for example pilot had a heart attack, lose consciousness or was
drunk etc.
2. In which
jobs could such system, predicting what appears within several second/minutes,
be applied?
3. Have you
ever heard about situation where thanks to a pilot an airplane took off despite
of a technical problem of the airplane? Please write what happened
4. How do you
think, is it possible in the future that everybody will have own system which will
predict and will warn if you want to do bad thing?