Changeset 276 in ETALON for reconstruction


Ignore:
Timestamp:
Sep 23, 2015, 3:58:07 PM (9 years ago)
Author:
delerue
Message:

Typos corrected in the paper

Location:
reconstruction/long_paper3
Files:
5 edited

Legend:

Unmodified
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  • reconstruction/long_paper3/phase_reconstruction_paper.aux

    r271 r276  
    1111\@writefile{toc}{\contentsline {section}{Reconstruction methods}{1}}
    1212\@writefile{toc}{\contentsline {section}{Description of the simulations}{1}}
     13\citation{E203prstab}
    1314\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Example of profiles giving very different $\chi ^2$ despite being relatively similar.   $\chi ^2_{\unhbox \voidb@x \hbox {sine noise}}=3.8219e-08, \chi ^2_{\unhbox \voidb@x \hbox {offset}}=7.2661e-08$; For profile with sine noise: FW0.1M=0.0241, FW0.2M=0.044 FWHM=0.0621 FW0.8M=0.1849 FW0.9M=0.3619. For offset profile all FWXM=0. \relax }}{2}}
    1415\providecommand*\caption@xref[2]{\@setref\relax\@undefined{#1}}
  • reconstruction/long_paper3/phase_reconstruction_paper.log

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    1419 Package epstopdf Info: Result file: <plots/23-eps-converted-to.pdf>
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  • reconstruction/long_paper3/phase_reconstruction_paper.tex

    r269 r276  
    5555%
    5656\begin{abstract}
    57 Measurements of coherent radiation at accelerators typically give the absolute value of the beam profile Fourier transform but not its phase. Phase reconstruction techniques such as Hilbert transform or Kramers Kronig reconstruction are used to recover such phase. We report a study of the performances of these methods and how to optimize the reconstructed profiles.
     57Measurements of coherent radiation at accelerators typically gives the absolute value of the beam profile Fourier transform but not its phase. Phase reconstruction techniques such as Hilbert transform or Kramers Kronig reconstruction are used to recover such phase. We report a study of the performances of these methods and how to optimize the reconstructed profiles.
    5858\end{abstract}
    5959
     
    6767\end{equation}
    6868
    69 where $I(\lambda)$ is the emitted intensity as a function of the wavelength.  $I_1(\lambda)$ is the intensity of the signal emitted by a single particle and $F(\lambda)$ is a form factor that encodes the longitudinal and transverse shape of the particle bunch. Recovering the longitudinal profile requires to invert this equation however this is not straightforward as the information about the phase of the form factor can not be measured and therefore is not available.
     69where $I(\lambda)$ is the emitted intensity as a function of the wavelength $\lambda$.  $I_1(\lambda)$ is the intensity of the signal emitted by a single particle and $F(\lambda)$ is a form factor that encodes the longitudinal and transverse shape of the particle bunch. Recovering the longitudinal profile requires to invert this equation however this is not straightforward as the information about the phase of the form factor can not be measured and therefore is not available.
    7070
    7171A phase reconstruction algorithm must therefore be used to recover this phase. Several methods exist (see for example~\cite{KK}).
     
    164164
    165165Different distributions have been used for the frequencies $\omega_i$: linear, logarithmic, triple-sine.
    166 In most sampling schemes 33 frequencies were used to make it comparable with Triple-sine. These sampling scheme are defined as follow:
     166In most sampling schemes we used 33 frequencies  to make it comparable with the Triple-sine distribution used in~\cite{E203prstab}. These sampling scheme are defined as follow:
    167167\begin{itemize}
    168168\item \textit{Triple-sine} This sampling matches that of the E-203 experiment at FACET~\cite{E203prstab}. Eleven detectors are located every $10^o$ around the interaction point and 3 different sets of wavelengths are used, giving the following distribution:
     
    170170\frac{c}{\omega_i}=l_n (1-cos(\Theta_i ))
    171171\end{equation}
    172 with $l_n =50, 250, 1500 \mu m$ and $\Theta$ varying between $40^o$ and $140^o$ by steps of $10^o$.
     172with $l_n =50, 250, 1500 \mu m$ and $\Theta_i$ varying between $40^o$ and $140^o$ by steps of $10^o$.
    173173%Uniform location of detectors in space corresponds to the inhomogeneous sampling frequency and vice versa. We cho
    174174%So next sampling is linear in frequecy.
     
    456456\end{equation}
    457457 where $O_i$ is the observed value,  $O_i'$ is the observed value with noise, $n_i$ is a random number between 0 and 1 (all numbers between 0 and 1 being equiprobable), and $N_{max}$ is the
    458 maximum noise for that simulation (depending on the case this can be 5\%, 10\%, 20\%, 30\%, 40\% or  50\%). This study was done using linear sampling with 33 samples  and 1000 simulated profiles for each noise value. The figure~\ref{noise} shows how the $\chi^2$ is modified when this noise component is added.
     458maximum noise for that simulation (depending on the case this can be 5\%, 10\%, 20\%, 30\%, 40\% or  50\%). This study was done using linear sampling with 33 samples  and 1000 simulated profiles for each noise value. Figure~\ref{noise} shows how the $\chi^2$ is modified when this noise component is added.
    459459 
    460460\begin{figure}[htbp]
     
    470470\section{Discussion}
    471471
    472 We performed extensive simulation to estimate the performance of two phase recovery methods in the case of multi-gaussian and lorenzian profiles. In both cases we found that when the sampling frequencies are chosen correctly  we obtained a good agreement between the original and reconstructed profiles (in most cases $\Delta_{FWXM} < 10\%$;  $\chi^2 ~ 10^{-6}$). This confirms that such methods are suitable to reconstruct the longitudinal profiles measured at particle accelerators using radiative methods.
    473 
    474 
    475 
    476 The other are grateful for the funding received from the French ANR (contract ANR-12-JS05-0003-01), the PICS (CNRS) "Development of the instrumentation for accelerator experiments, beam monitoring and other applications" and  Research Grant \#F58/380-2013 (project F58/04) from the State Fund for Fundamental Researches of Ukraine in the frame of the State key laboratory of high energy physics.
     472We performed extensive simulation to estimate the performance of two phase recovery methods in the case of multi-gaussian and lorenzian profiles. In both cases we found that when the sampling frequencies are chosen correctly  we obtained a good agreement between the original and reconstructed profiles (in most cases $\Delta_{FWXM} < 10\%$;  $\chi^2 \sim 10^{-6}$). This confirms that such methods are suitable to reconstruct the longitudinal profiles measured at particle accelerators using radiative methods.
     473
     474
     475
     476The authors are grateful for the funding received from the French ANR (contract ANR-12-JS05-0003-01), the PICS (CNRS) "Development of the instrumentation for accelerator experiments, beam monitoring and other applications" and  Research Grant \#F58/380-2013 (project F58/04) from the State Fund for Fundamental Researches of Ukraine in the frame of the State key laboratory of high energy physics.
    477477
    478478\clearpage
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