Some tracks are trails. Dab Upload

glossary
Jeff Moe 2022-09-04 18:23:21 -06:00
parent 345549ae99
commit f073313088
6 changed files with 48 additions and 27 deletions

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@ -683,4 +683,9 @@
% IOD % IOD
% COSPAR % COSPAR
% track = tracking mount % track = tracking mount
% track = satellite black line drawn on PNG... % trail = satellite black line drawn on PNG...
% RENAME
% sample rate
% frame size
% four frame

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@ -423,14 +423,12 @@ It requires, such as:
\end{mdframed} \end{mdframed}
\index{GNSS}\index{TLE}\index{orbit}\index{alignment}\index{track} \index{GNSS}\index{TLE}\index{orbit}\index{alignment}\index{track}
% Some skilled amateurs track by hand.
Most tracking equipment for \glspl{telescope}, Most tracking equipment for \glspl{telescope},
cameras, and \glspl{antenna} usually has just a few speeds, such as a \gls{slew} speed cameras, and \glspl{antenna} usually has just a few speeds, such as a \gls{slew} speed
and a sidereal star tracking speed. Sometimes there will be a few steps and a sidereal star tracking speed. Sometimes there will be a few steps
of these speeds (e.g. \gls{slew} speeds from 1-9), but not the finely tuned tracking of these speeds (e.g. \gls{slew} speeds from 1-9), but not the finely tuned tracking
speeds needed to track a satellite. Oftentimes the \gls{telescope} tracking maximum speeds needed to track a satellite. Oftentimes the \gls{telescope} tracking maximum
speed will be too slow for satellite tracks. speed will be too slow for satellite tracking.
\index{track}\index{telescope} \index{track}\index{telescope}
Variable speed tracking (XXX phrase?) is needed for tracking satellites if Variable speed tracking (XXX phrase?) is needed for tracking satellites if

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@ -219,7 +219,7 @@ for an example image that is bad due to slewing during acquisition.
\begin{sidewaysfigure}[p!] \begin{sidewaysfigure}[p!]
\includegraphics[keepaspectratio=true,height=1.00\textheight,width=1.00\textwidth,angle=0]{stvid/2022-09-04T04\:56\:37.072.fits.png} \includegraphics[keepaspectratio=true,height=1.00\textheight,width=1.00\textwidth,angle=0]{stvid/2022-09-04T04\:56\:37.072.fits.png}
\caption{\texttt{stvid} processed image, tracks due to slewing during acquire.} \caption{\texttt{stvid} processed image, trails due to slewing during acquire.}
\label{fig:stvid-process-bad-slew} \label{fig:stvid-process-bad-slew}
\index{stvid}\index{TLE} \index{stvid}\index{TLE}
\end{sidewaysfigure} \end{sidewaysfigure}

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@ -53,7 +53,7 @@ The chapters that follow are listed below.
\item [Solve] --- Pictures of stars reveal the time and location of \item [Solve] --- Pictures of stars reveal the time and location of
the photo. Plate solvers reviewed.\index{plate solver} the photo. Plate solvers reviewed.\index{plate solver}
\item [Detect] --- The plate solver says where the photo is, \item [Detect] --- The plate solver says where the photo is,
now detect if are there moving tracks that aren't \glspl{star trail} that could now detect if are there moving trails that aren't \glspl{star trail} that could
be \glspl{satellite}.\index{star trail} be \glspl{satellite}.\index{star trail}
\item [Identify] --- With time, location, \gls{satellite} detection, \glspl{TLE} \item [Identify] --- With time, location, \gls{satellite} detection, \glspl{TLE}
are overlaid and compared with detected \glspl{satellite}.\index{identify} are overlaid and compared with detected \glspl{satellite}.\index{identify}

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@ -207,7 +207,7 @@ inparallel
\label{sec:skymap} \label{sec:skymap}
\index{skymap}\index{orbit}\index{sattools} \index{skymap}\index{orbit}\index{sattools}
Use \gls{skymap} for viewing \gls{satellite} \glspl{orbit} tracks Use \gls{skymap} for viewing \gls{satellite} \glspl{orbit} trails
projected on a map of of the sky. Skymap is part of \gls{sattools}. projected on a map of of the sky. Skymap is part of \gls{sattools}.
\Gls{skymap} isn't a required part of the \gls{toolchain}, but it is useful \Gls{skymap} isn't a required part of the \gls{toolchain}, but it is useful
to see what \glspl{satellite} are visible at a particular time and to see what \glspl{satellite} are visible at a particular time and

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@ -19,6 +19,7 @@ development.
\section{File Extensions} \section{File Extensions}
\label{sec:upload-extensions} \label{sec:upload-extensions}
\index{formats} \index{formats}
\index{.cal}\index{.cat}\index{.csv}\index{.dat}\index{.fits}\index{.png}
The following file extensions are in use: The following file extensions are in use:
\begin{mdframed}[backgroundcolor=blue!10,linecolor=blue!30] \begin{mdframed}[backgroundcolor=blue!10,linecolor=blue!30]
@ -55,6 +56,7 @@ run, files such as below will be generated:
2022-08-23T04:16:26.633_predict.csv 2022-08-23T04:16:26.633_predict.csv
2022-08-23T04:16:26.633_threshold.csv 2022-08-23T04:16:26.633_threshold.csv
\end{minted} \end{minted}
\index{.cal}\index{.cat}\index{.csv}\index{.dat}\index{.fits}\index{.png}
\subsection{\texttt{.fits} FITS Files} \subsection{\texttt{.fits} FITS Files}
@ -64,6 +66,7 @@ the actual image taken with the camera. \gls{FITS} files will be significantly
larger than the other files, at around 8 to 35 megabytes each, depending larger than the other files, at around 8 to 35 megabytes each, depending
on sample rate, frame size, and \gls{binning}. on sample rate, frame size, and \gls{binning}.
\index{FITS}\index{acquire}\index{process} \index{FITS}\index{acquire}\index{process}
\index{frame size}\index{sample rate}
The \texttt{stvid} program creates it's customized \gls{FITS} format The \texttt{stvid} program creates it's customized \gls{FITS} format
file, which is a stack up of multiple images. file, which is a stack up of multiple images.
@ -73,14 +76,16 @@ to the program's author, Cees Bassa:
\begin{quote} \begin{quote}
With stvid, I typically store 10 seconds worth of video frames, 100 frames at 10 \gls{Hz} frame rate or 250 frames at 25 \gls{Hz} frame rate into a so-called ``four frame''. Here, for each pixel of the initial 100 or 250 frames, the mean, standard deviation, maximum and argmax are stored, each as its own frame. Objects that move will stand out because they will have a high (max - mean) / standard deviation, which allows me to detect trails. Once a trail is detected, the argmax frame tells me the frame number and hence the motion of the trail, and using the timestamps of the individual 100 or 250 frames, I can reconstruct the pixel position as a function of time during the 10 second exposure, using only 4 frames instead of the 100 or 250 individual video frames. With stvid, I typically store 10 seconds worth of video frames, 100 frames at 10 \gls{Hz} frame rate or 250 frames at 25 \gls{Hz} frame rate into a so-called ``four frame''. Here, for each pixel of the initial 100 or 250 frames, the mean, standard deviation, maximum and argmax are stored, each as its own frame. Objects that move will stand out because they will have a high (max - mean) / standard deviation, which allows me to detect trails. Once a trail is detected, the argmax frame tells me the frame number and hence the motion of the trail, and using the timestamps of the individual 100 or 250 frames, I can reconstruct the pixel position as a function of time during the 10 second exposure, using only 4 frames instead of the 100 or 250 individual video frames.
\end{quote} \end{quote}
\index{Bassa, Cees} \index{Bassa, Cees}\index{stvid}\index{four frame}\index{trail}
\index{.fits}
\subsection{\texttt{.cal} CAL Files} \subsection{\texttt{.cal} CAL Files}
\index{.cal}\index{stvid}
Example \texttt{.cal} filename:\\ Example \texttt{.cal} filename:\\
\texttt{2022-08-23T04:16:26.633.fits.cal}\\ \texttt{2022-08-23T04:16:26.633.fits.cal}\\
Sample data from \texttt{.cat} file, just the top select lines of a 577 line file: Sample data from \texttt{.cal} file, just the top select lines of a 577 line file:
\begin{minted}{sh} \begin{minted}{sh}
1172.876 11.776 7.1775 221.117561 45.185979 6.761 1172.876 11.776 7.1775 221.117561 45.185979 6.761
@ -98,6 +103,7 @@ Sample data from \texttt{.cat} file, just the top select lines of a 577 line fil
\subsection{\texttt{.cat} CAT Files} \subsection{\texttt{.cat} CAT Files}
\index{.cat}\index{stvid}\index{FITS}
\texttt{stvid} generates \texttt{.cat} files, generated from \gls{FITS} files, such as:\\ \texttt{stvid} generates \texttt{.cat} files, generated from \gls{FITS} files, such as:\\
\texttt{2022-08-23T04:16:26.633.fits.cat} \\ \texttt{2022-08-23T04:16:26.633.fits.cat} \\
@ -127,6 +133,7 @@ Sample data from \texttt{.cat} file, just the top select lines of a 1,033 line f
\subsection{\texttt{.fits.png} FITS PNG Files} \subsection{\texttt{.fits.png} FITS PNG Files}
\index{FITS}\index{PNG}\index{stvid} \index{FITS}\index{PNG}\index{stvid}
\index{.fits.png}
The \texttt{stvid} application can generate multiple \gls{PNG} files, The \texttt{stvid} application can generate multiple \gls{PNG} files,
depending how many satellites it finds. In every case it creates at depending how many satellites it finds. In every case it creates at
least one \gls{PNG} file, with a name like: least one \gls{PNG} file, with a name like:
@ -140,13 +147,15 @@ The blue lines are drawn whether no, a few, or many satellites are detected.
They are generated by taking data from the \gls{plate-solver} about where the picture They are generated by taking data from the \gls{plate-solver} about where the picture
\gls{FOV} is, and overlaying satellite \glspl{orbit} that are calculated from \gls{FOV} is, and overlaying satellite \glspl{orbit} that are calculated from
\glspl{TLE}. \glspl{TLE}.
\index{detect}\index{plate solver}\index{orbit}\index{TLE}
The main blue line is slightly offset from where the satellite is calculated to The main blue line is slightly offset from where the satellite is calculated to
appear. appear.
The blue line forms a small \texttt{L} shape. The blue line forms a small \texttt{L} shape.
The smaller segment indicates the area where the satellite may pass. The smaller segment indicates the area where the satellite may pass.
Next to the small segment line is the \gls{NORAD ID} for the satellite. Next to the small segment line is the \gls{NORAD ID} for the satellite.
If it is unknown, it will be given the number 90000 or larger. If it is unknown, it will be given the number \texttt{90000} or larger.
\index{NORAD ID}
\begin{figure}[h!] \begin{figure}[h!]
\begin{center} \begin{center}
@ -156,13 +165,15 @@ If it is unknown, it will be given the number 90000 or larger.
\index{stvid}\index{PNG}\index{FITS} \index{stvid}\index{PNG}\index{FITS}
\end{center} \end{center}
\end{figure} \end{figure}
\index{.fits.png}
\subsection{\texttt{catalog.png} catalog PNG Files} \subsection{\texttt{catalog.png} catalog PNG Files}
\index{FITS}\index{PNG}\index{stvid}\index{NORAD ID} \index{FITS}\index{PNG}\index{stvid}\index{NORAD ID}
\index{detect}\index{identify}
When \texttt{stvid} identifies a satellite, it creates a new \gls{PNG} file for each When \texttt{stvid} identifies a satellite, it creates a new \gls{PNG} file for each
satellite detected in the image. A file name example follows, with satellite satellite detected in the image. A file name example follows, with satellite
NORAID ID 48473 detected, also shown in figure \gls{NORAD ID} 48473 identified, also shown in figure
\ref{fig:stvid-png-48473-catalog}, page \pageref{fig:stvid-png-48473-catalog}. \ref{fig:stvid-png-48473-catalog}, page \pageref{fig:stvid-png-48473-catalog}.
\texttt{2022-08-23T04:16:26.633\_48473\_catalog.png} \texttt{2022-08-23T04:16:26.633\_48473\_catalog.png}
@ -170,11 +181,12 @@ NORAID ID 48473 detected, also shown in figure
\begin{figure}[h!] \begin{figure}[h!]
\begin{center} \begin{center}
\includegraphics[keepaspectratio=true,height=0.85\textheight,width=0.85\textwidth,angle=0]{stvid/data/2022-08-23T04:16:26.633_48473_catalog.png} \includegraphics[keepaspectratio=true,height=0.85\textheight,width=0.85\textwidth,angle=0]{stvid/data/2022-08-23T04:16:26.633_48473_catalog.png}
\caption{\texttt{stvid} PNG of the satellite track of NORAD ID 48473 identified in red.} \caption{\texttt{stvid} PNG of the satellite trail of NORAD ID 48473 identified in red.}
\label{fig:stvid-png-48473-catalog} \label{fig:stvid-png-48473-catalog}
\index{stvid}\index{PNG}\index{FITS}\index{NORAD ID} \index{stvid}\index{PNG}\index{FITS}\index{NORAD ID}
\end{center} \end{center}
\end{figure} \end{figure}
\index{stvid}\index{identify}\index{PNG}
If multiple satellites are detected in the image, they will each get a \gls{PNG} file. If multiple satellites are detected in the image, they will each get a \gls{PNG} file.
For the example image, a satellite with \gls{NORAD ID} 52718 was also identified. For the example image, a satellite with \gls{NORAD ID} 52718 was also identified.
@ -185,30 +197,31 @@ The file name is:
\begin{figure}[h!] \begin{figure}[h!]
\begin{center} \begin{center}
\includegraphics[keepaspectratio=true,height=0.85\textheight,width=0.85\textwidth,angle=0]{stvid/data/2022-08-23T04:16:26.633_52718_catalog.png} \includegraphics[keepaspectratio=true,height=0.85\textheight,width=0.85\textwidth,angle=0]{stvid/data/2022-08-23T04:16:26.633_52718_catalog.png}
\caption{\texttt{stvid} PNG of the satellite track of NORAD ID 52718 identified in red.} \caption{\texttt{stvid} PNG of the satellite trail of NORAD ID 52718 identified in red.}
\label{fig:stvid-png-52718-catalog} \label{fig:stvid-png-52718-catalog}
\index{stvid}\index{PNG}\index{FITS}\index{NORAD ID} \index{stvid}\index{PNG}\index{FITS}\index{NORAD ID}\index{identify}
\end{center} \end{center}
\end{figure} \end{figure}
\subsection{\texttt{unid.png} Unidentified PNG Files} \subsection{\texttt{unid.png} Unidentified PNG Files}
\index{FITS}\index{PNG}\index{stvid}\index{NORAD ID} \index{FITS}\index{PNG}\index{stvid}\index{NORAD ID}
\index{unidentified}
As shown previously, \texttt{stvid} will create a new \gls{PNG} with a As shown previously, \texttt{stvid} will create a new \gls{PNG} with a
red line when it identifies a satellite. red line when it identifies a satellite.
When \texttt{stvid} finds a track it can't identify in the When \texttt{stvid} finds a trail it can't identify in the
\gls{TLE} catalogs, it gives it a \gls{NORAD ID} starting with 90000, \gls{TLE} catalogs, it gives it a \gls{NORAD ID} starting with \texttt{90000},
incrementing by one. incrementing by one.
See figure \ref{fig:stvid-png-90000-unid}, page \pageref{fig:stvid-png-90000-unid}, See figure \ref{fig:stvid-png-90000-unid}, page \pageref{fig:stvid-png-90000-unid},
for an example of \texttt{stvid} marking an unidentified track red. for an example of \texttt{stvid} marking an unidentified trail red.
In this case, the track was created by an airplane, but \texttt{stvid} would In this case, the trail was created by an airplane, but \texttt{stvid} would
do the same with an unknown satellite track. do the same with an unidentified satellite trail.
\index{airplane} \index{airplane}
\begin{figure}[h!] \begin{figure}[h!]
\begin{center} \begin{center}
\includegraphics[keepaspectratio=true,height=0.85\textheight,width=0.85\textwidth,angle=0]{stvid/data/2022-08-23T04:16:26.633_90000_unid.png} \includegraphics[keepaspectratio=true,height=0.85\textheight,width=0.85\textwidth,angle=0]{stvid/data/2022-08-23T04:16:26.633_90000_unid.png}
\caption{\texttt{stvid} PNG of an unidentified track in red.} \caption{\texttt{stvid} PNG of an unidentified trail in red.}
\label{fig:stvid-png-90000-unid} \label{fig:stvid-png-90000-unid}
\index{stvid}\index{PNG}\index{FITS}\index{NORAD ID} \index{stvid}\index{PNG}\index{FITS}\index{NORAD ID}
\end{center} \end{center}
@ -216,15 +229,13 @@ do the same with an unknown satellite track.
\subsection{\texttt{.dat} Data Files} \subsection{\texttt{.dat} Data Files}
For each track detected as shown in previous sections, such as for which \index{.dat}\index{PNG}
For each trail detected as shown in previous sections, such as for which
a \gls{PNG} file was created, a \gls{PNG} file was created,
\texttt{stvid} will output a \texttt{.dat} file. The \texttt{.dat} filenames \texttt{stvid} will output a \texttt{.dat} file. The \texttt{.dat} filenames
corresponding to the figures at \ref{fig:stvid-png-48473-catalog}, \ref{fig:stvid-png-52718-catalog}, corresponding to the figures at \ref{fig:stvid-png-48473-catalog}, \ref{fig:stvid-png-52718-catalog},
and \ref{fig:stvid-png-90000-unid} are: and \ref{fig:stvid-png-90000-unid} are:
%\texttt{2022-08-23T04:16:26.633\_48473\_catalog.dat}
%\texttt{2022-08-23T04:16:26.633\_52718\_catalog.dat}
%\texttt{2022-08-23T04:16:26.633\_90000\_unid.dat}
\begin{minted}{sh} \begin{minted}{sh}
2022-08-23T04:16:26.633_48473_catalog.dat 2022-08-23T04:16:26.633_48473_catalog.dat
2022-08-23T04:16:26.633_52718_catalog.dat 2022-08-23T04:16:26.633_52718_catalog.dat
@ -233,9 +244,10 @@ and \ref{fig:stvid-png-90000-unid} are:
Note, there is no \texttt{.dat} file created corresponding to the Note, there is no \texttt{.dat} file created corresponding to the
\texttt{2022-08-23T04:16:26.633.fits.png} file, since it doesn't show \texttt{2022-08-23T04:16:26.633.fits.png} file, since it doesn't show
detected tracks. detected trails.
The \texttt{.dat} file contents look like this, for \gls{NORAD ID} 48473: The \texttt{.dat} file contents look like this, for \gls{NORAD ID} 48473:
\index{NORAD ID}
\begin{minted}{sh} \begin{minted}{sh}
48473 21 040AX 9999 G 20220823041631625 17 25 1533406+483563 37 S 48473 21 040AX 9999 G 20220823041631625 17 25 1533406+483563 37 S
@ -246,14 +258,15 @@ The first field is the \gls{NORAD ID}. The fourth field looks like COSPAR. XXX
Large number starting with 2022 is date and time stamp. Large number starting with 2022 is date and time stamp.
The \texttt{.dat} file contents look like this, for \gls{NORAD ID} 52718: The \texttt{.dat} file contents look like this, for \gls{NORAD ID} 52718:
\index{.dat}
\begin{minted}{sh} \begin{minted}{sh}
52718 22 056C 9999 G 20220823041631625 17 25 1527277+381243 37 S 52718 22 056C 9999 G 20220823041631625 17 25 1527277+381243 37 S
\end{minted} \end{minted}
The \texttt{.dat} file contents look like this, for the unidentified track The \texttt{.dat} file contents look like this, for the unidentified trail
(the airplane): (the airplane):
\index{airplane} \index{airplane}\index{unidentified}
\begin{minted}{sh} \begin{minted}{sh}
90000 22 500A 9999 G 20220823041631625 17 25 1457613+535844 37 S 90000 22 500A 9999 G 20220823041631625 17 25 1457613+535844 37 S
@ -261,6 +274,7 @@ The \texttt{.dat} file contents look like this, for the unidentified track
\subsection{\texttt{stvid} \texttt{.csv} Files} \subsection{\texttt{stvid} \texttt{.csv} Files}
\index{.csv}\index{stvid}\index{hough}\index{predict}\index{threshold}
During processing, \texttt{stvid} generates (at least!) three \gls{CSV} files. During processing, \texttt{stvid} generates (at least!) three \gls{CSV} files.
For the observation discussed above, staring with figure \ref{fig:stvid-png}, For the observation discussed above, staring with figure \ref{fig:stvid-png},
the following \gls{CSV} files are generated: the following \gls{CSV} files are generated:
@ -273,6 +287,7 @@ the following \gls{CSV} files are generated:
\subsubsection{\texttt{stvid} \texttt{hough.csv} Files} \subsubsection{\texttt{stvid} \texttt{hough.csv} Files}
\index{.csv}\index{stvid}\index{hough}
Full contents of the \texttt{2022-08-23T04:16:26.633\_hough.csv} file: Full contents of the \texttt{2022-08-23T04:16:26.633\_hough.csv} file:
\begin{minted}{sh} \begin{minted}{sh}
@ -283,6 +298,7 @@ ax,ay,az,bx,by,bz,n
\end{minted} \end{minted}
\subsubsection{\texttt{stvid} \texttt{predict.csv} Files} \subsubsection{\texttt{stvid} \texttt{predict.csv} Files}
\index{.csv}\index{stvid}\index{predict}
The \texttt{2022-08-23T04:16:26.633\_predict.csv} is 3,764 lines long. The \texttt{2022-08-23T04:16:26.633\_predict.csv} is 3,764 lines long.
Below is an extract of the lines. I shortened the path, which Below is an extract of the lines. I shortened the path, which
included the full path to my home directory, for clarity: included the full path to my home directory, for clarity:
@ -307,9 +323,11 @@ satno,cospar,mjd,ra,dec,state,tlefile,age
32706,08010A ,59814.17811171,169.564400,+50.077336,sunlit,/data/tle/inttles.tle,0.624 32706,08010A ,59814.17811171,169.564400,+50.077336,sunlit,/data/tle/inttles.tle,0.624
... ...
\end{minted} \end{minted}
\index{.csv}\index{NORAD ID}\index{COSPAR}\index{TLE}
\subsubsection{\texttt{stvid} \texttt{threshold.csv} Files} \subsubsection{\texttt{stvid} \texttt{threshold.csv} Files}
\index{.csv}\index{stvid}\index{threshold}
\texttt{stvid} creates a \texttt{threshold.csv} file with a filename like: \texttt{stvid} creates a \texttt{threshold.csv} file with a filename like:
\texttt{2022-08-23T04:16:26.633\_threshold.csv} \texttt{2022-08-23T04:16:26.633\_threshold.csv}