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Machine Learning for detection of early onset of Alzheimers

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A benchmark for image-based food recognition

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CYD Campus Aircraft Localization Competition

Data clarification

Over 3 years ago

Yes, I am confused about the difference between sensors timestamps and timeAtServer timestapms for the same observaation. I read the documentation, and understand that β€œthe timestamps of some sensors are broken”.

At the same time, Overview page tell us, that in the first round β€œthe competitors do not have to put any effort into sensor time synchronization”. I assumed, it means that we do not have to put any effort into time synchronization.

But for example in data we have (round1_competition.csv, id=10):
TimeAtServer = 0.0119998455047607 (sec)
timeAtSensor = 1.000432156 (sec)
1.0004>0.012, TimeAtSensor > TimeAtServer.
The question is: Why?

Round 2 is coming!1

Over 3 years ago

@masorx, just one question

Best,
Anton

Data clarification

Over 3 years ago

@richardalligier, Thank you.

I understand, that timestamps in β€œmeasurements” are the time of arrival of the signal at the receivers (in nanoseconds).

According to the documentation, β€œtimeAtServer” - is the time when the information was received by OpenSky’s ingestion server.

In data, sensors timestamps increases from ~0.9 sec, to ~3600,9 sec; timeAtServer is a time in seconds from 0 to ~3600 sec. So, I assumed that both indicates the same one hour. Is it correct?

So, the question is: if both timestamps of the same aircraft indicates time in the same hour, and server received data from sensors, why timestamp of receiving information about the aircraft by the server is less then timestamp of signal arriving at sensors (it is indicates, that information about signal arrive to server earlier than signal arrived to sensors) ?

@masorx could you please comments

Thanks

Best,
Anton

Data clarification

Over 3 years ago

Hi! Could you please clarify?
Why timestamp at β€œtimeAtServer” is less then timestamp at sensors β€œmeasurements”?
I thought that signal from aircraft go to sensors (and here we have timestamp in β€œmeasurements”), then information about new entry go to server (and here we have timestamp in β€œtimeAtServer”).

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