Zeckendorf's theorem: Difference between revisions

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en>Gandalf61
rv - was correct before - here we are using the *hypothesis* that a Zeckendorf representation exists for all n <= k
en>Rhubbarb
m minor typographical fix: math/mathml emptyset was shown incorrectly with slashed zero glyph
 
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== Ring-imaging Cherenkov (RICH) detector ==
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=== Origins ===
 
The ring-imaging detection technique was first proposed by Jacques Séguinot and [[Tom Ypsilantis]], working at [[CERN]] in 1977.<ref>{{cite journal|last=J.Seguinot|first=T.Ypsilantis|title=Photoionization and Cherenkov Ring Imaging|journal=Nucl.Instrum.Meth 142, p 377|year=1977}}</ref>  Their research and development, of high precision single-photon detectors and related optics, lay the foundations for the design <ref>{{cite journal|last=S.H.Williams, D.W.G.S.Leith, M.Poppe, T.Ypsilantis|title=An Evaluation Of Detectors For A Cherenkov Ring Imaging Chamber|journal=IEEE Trans.Nucl.Sci. 27, p 91|year=1980}}</ref><ref>{{cite journal|last=T.Ekelof et al|title=The Cherenkov Ring Imaging Detector: Recent Progress And Future Development|journal=Phys.Scripta 23, p 718|year=1981}}</ref> and construction of the first large-scale [[Particle Physics]] RICH detectors, at CERN's OMEGA facility <ref>''The CERN OMEGA Spectrometer'' http://cds.cern.ch/search?recid=41545</ref><ref>{{cite journal|last=R.J.Apsimon et al|title=The Recent Operational Performance Of The Cern Omega Ring Imaging Cherenkov Detector. |journal=IEEE Trans.Nucl.Sci 33, p 122|year=1986}}</ref> and LEP ([[Large Electron–Positron Collider]]) DELPHI experiment.<ref>{{cite journal|last=R.Arnold et al|title=A Ring Imaging Cherenkov Detector: The Delphi Barrel Rich Prototype. Part A: Experimental Studies Of The Detection Efficiency And The Spatial Resolution. |journal=Nucl.Instrum.Meth A270, p 255|year=1988}}</ref>
 
=== Principles ===
A ring-imaging Cherenkov (RICH) detector is a device that allows the identification of electrically charged [[subatomic particle]] types through the detection of the [[Cherenkov radiation]]  emitted (as [[photons]]) by the particle in traversing a medium with [[refractive index]]  <math> n </math> > 1. The identification is achieved by measurement of the angle of emission, <math> \theta_c </math>, of the [[Cherenkov radiation]], which is related to the charged particle's velocity <math> v </math> by
:<math>\cos \theta_c = \frac{c}{nv}</math>
where <math>c</math> is the speed of light. 
 
Knowledge of the particle's [[momentum]] and direction (normally available from an associated momentum-spectrometer) allows a predicted <math> v </math> for each hypothesis of the particles type; using the known <math> n </math> of the RICH radiator gives a corresponding prediction of <math> \theta_c </math> that can be compared to the <math> \theta_c </math> of the detected Cherenkov photons, thus indicating the particle's identity (usually as a probability per particle type). A typical (simulated) distribution of <math> \theta_c </math> vs momentum of the source particle, for single Cherenkov photons, produced in a gaseous radiator (n~1.0005, angular resolution~0.6mrad) is shown in the following figure:
 
[[File:Cherenlov angle plot.jpg|thumb|none|Cherenkov angle vs Momentum]]
 
The different particle types follow distinct contours of constant mass, smeared by the effective angular resolution of the RICH detector; at higher momenta each particle emits a number of Cherenkov photons which, taken together, give a more precise measure of the average <math> \theta_c </math> than does a single photon, allowing effective particle separation to extend beyond 100 GeV in this example.
This particle identification is essential for the detailed understanding of the intrinsic physics of the structure and interactions of elementary particles.  The essence of the ring-imaging method is to devise an optical system with single-photon detectors, that can isolate the Cherenkov photons that each particle emits, to form a single "ring image" from which an accurate <math> \theta_c </math> can be determined.
 
A polar plot of the Cherenkov angles of photons associated with a 22 GeV/c particle in a radiator with <math>n</math>=1.0005 is shown below; both [[pion]] and [[kaon]] are illustrated; protons are below Cherenkov threshold,
<math> c/nv > 1 </math>,
producing no radiation in this case (which would also be a very clear signal of particle type = proton, since fluctuations in the number of photons follow [[Poisson statistics]] about the expected mean, so that the probability of e.g. a 22 GeV/c kaon producing zero photons when ~12 were expected is very small; ''e<sup>−12</sup>'' or 1 in 162755) The number of detected photons shown for each particle type is, for illustration purposes, the average for that type in a RICH having <math>N_c</math> ~ 25 (see below). The distribution in azimuth is random between 0 and 360 degrees; the distribution in <math> \theta_c </math> is spread with RMS angular resolution  ~ 0.6 milli-radians.
 
[[File:Polar plot of Chrenkov photons emission angles.jpg|thumb|none|Cherenkov photons emitted by a 22 GeV/c pion or kaon]]
 
Note that, because the points of emission of the photons can be at any place on the (normally straight line) trajectory of the particle through the radiator, the emerging photons fill a light-cone in space.
 
In a RICH detector this light-cone is passed through an optical system and detected on a position sensitive photon detector. With a suitably focusing optical system this allows reconstruction of a ring, similar to that above, the radius of which gives a measure of the Cherenkov emission angle <math> \theta_c </math>. The resolving power of this method is illustrated by comparing the Cherenkov angle ''per photon'', see the first plot above, with the mean Cherenkov angle ''per  particle'' (averaged over all photons emitted by that particle) obtained by ring-imaging, shown below; the greatly enhanced separation between particle types is very clear:
 
[[File:Mean Cherenkov angle vs momentum2.jpg|thumb|none|Mean Cherenkov angle per particle vs momentum]]
 
This ability of a RICH system to successfully resolve different hypotheses for the particle type depends on two principal factors, which in turn depend upon the listed sub-factors;
 
* The effective angular resolution per photon, <math> \sigma </math>
** ''Chromatic dispersion in the radiator'' (<math> n </math> varies with photon frequency)
** ''Aberrations in the optical system''
** ''Position resolution of the photon detector''
* The maximum number of detected photons in the ring-image, <math>N_c</math>
** ''The length of radiator through which the particle travels''
** ''Photon transmission through the radiator material''
** ''Photon transmission through the optical system''
** ''Quantum efficiency of the photon detectors''
<math> \sigma </math> is a measure of the intrinsic optical precision of the RICH detector. <math>N_c</math> is a measure of the optical response of the RICH; it can be thought of as the limiting case of the number of actually detected photons produced by a particle who's velocity approaches that of light, averaged over all relevant particle trajectories in the RICH detector.  The average number of Cherenkov photons detected, for a slower particle, of charge <math>q</math> (normally ±1), emitting photons at angle <math> \theta_c </math> is then
:<math> N = \dfrac{N_c q^2 \sin^2(\theta_c)}{1 - \dfrac{1}{n^2}} </math>
and the precision with which the mean Cherenkov angle can be determined with these photons is approximately
:<math>\sigma_m = \frac{\sigma}{\sqrt{N}}</math>
to which the angular precision of the emitting particle's measured direction must be added in quadrature, if it is not negligible compared to <math>\sigma_m</math>.
 
Given the known momentum of the emitting particle and the refractive index of the radiator, the expected Cherenkov angle for each particle type can be predicted, and its difference from the observed mean Cherenkov angle calculated.  Dividing this difference by  <math> \sigma_m </math> then gives a measure of the 'number of sigma' deviation of the hypothesis from the observation, which can be used in computing a probability or likelihood for each possible hypothesis.  The following figure shows the 'number of sigma' deviation of the kaon hypothesis from a true pion ring image (''π not k'') and of the pion hypothesis from a true kaon ring image (''k not π''), as a function of momentum, for a RICH with <math>n</math> = 1.0005, <math>N_c</math> = 25, <math> \sigma </math> = 0.64 milliradians;
 
[[File:Pion-kaon separation Nsigma.jpg|thumb|none|Pion-kaon separation Nsigma]]
 
Also shown are the average number of detected photons from pions(''Ngπ'') or from kaons(''Ngk''). One can see that the RICH's ability to separate the two particle types exceeds 4-sigma everywhere between threshold and 80 GeV/c, finally dropping below 3-sigma at about 100 GeV.  It is important to note that this result is for an 'ideal' detector, with homogeneous acceptance and efficiency, normal error distributions and zero background.  No such detector exists, of course, and in a real experiment much more sophisticated procedures are actually used to account for those effects; position dependent acceptance and efficiency; non-Gaussian error distributions; non negligible and variable event-dependent backgrounds.<ref>{{cite journal|last=G.Wilkinson|title=In search of the rings: Approaches to Cherenkov ring finding and reconstruction in high energy physics. |journal=Nucl.Inst.Meth A595, p 228|year=2008}}</ref><ref name="Adinolfi">{{Cite journal | doi = 10.1140/epjc/s10052-013-2431-9 | issn = 1434-6044 | volume = 73 | issue = 5 | pages = 1-17 | last = Adinolfi | first = M. | coauthors = G. Aglieri Rinella, E. Albrecht, T. Bellunato, S. Benson, T. Blake, C. Blanks, S. Brisbane, N. H. Brook, M. Calvi, B. Cameron, R. Cardinale, L. Carson, A. Contu, M. Coombes, C. D’Ambrosio, S. Easo, U. Egede, S. Eisenhardt, E. Fanchini, C. Fitzpatrick, F. Fontanelli, R. Forty, C. Frei, P. Gandini, R. Gao, J. Garra Tico, A. Giachero, V. Gibson, C. Gotti, S. Gregson, T. Gys, S. C. Haines, T. Hampson, N. Harnew, D. Hill, P. Hunt, M. John, C. R. Jones, D. Johnson, N. Kanaya, S. Katvars, U. Kerzel, Y. M. Kim, S. Koblitz, M. Kucharczyk, D. Lambert, A. Main, M. Maino, S. Malde, N. Mangiafave, C. Matteuzzi, G. Mini’, A. Mollen, J. Morant, R. Mountain, J. V. Morris, F. Muheim, R. Muresan, J. Nardulli, P. Owen, A. Papanestis, M. Patel, G. N. Patrick, D. L. Perego, G. Pessina, A. Petrolini, D. Piedigrossi, R. Plackett, S. Playfer, A. Powell, J. H. Rademacker, S. Ricciardi, G. J. Rogers, P. Sail, M. Sannino, T. Savidge, I. Sepp, S. Sigurdsson, F. J. P. Soler, A. Solomin, F. Soomro, A. Sparkes, P. Spradlin, B. Storaci, C. Thomas, S. Topp-Joergensen, N. Torr, O. Ullaland, K. Vervink, D. Voong, D. Websdale, G. Wilkinson, S. A. Wotton, K. Wyllie, F. Xing, R. Young | title = Performance of the LHCb RICH detector at the LHC | journal = European Physical Journal C | year = 2013 | url = http://link.springer.com/article/10.1140/epjc/s10052-013-2431-9 }}</ref>
 
In practice, for the multi-particle final states produced in a typical [[collider]] experiment, separation of kaons from other final state [[hadrons]], mainly pions, is the most important purpose of the RICH.  In that context the two most vital RICH functions, which maximise signal and minimise combinatorial backgrounds, are its ability to ''correctly identify a kaon as a kaon'' and its ability ''not to misidentify a pion as a kaon''. The related probabilities, which are the usual measures of signal detection and background rejection in real data,  are plotted below to show their variation with momentum (simulation with 10% random background);
 
[[File:Kaon identification plot.jpg|thumb|none|Kaon identification plot]]
 
Note that the ~30% ''π → k'' misidentification rate at 100 GeV is, for the most part, due to the presence of 10% background hits (faking photons) in the simulated detector; the 3-sigma separation in the mean Cherenkov angle (shown in the 4th plot above) would, by itself, only account for about 6% misidentification. More detailed analyses of the above type, for operational RICH detectors, can be found in the published literature. 
 
For example, the [[LHCb]] experiment at the CERN LHC studies, amongst other ''[[B-meson]]'' decays, the particular process ''B<sup>0</sup> → π<sup>+</sup>π<sup>-</sup>''. The following figure shows, on the left, the ''π<sup>+</sup>π<sup>-</sup>'' mass distribution without RICH identification, where all particles are assumed to be ''π'' ; the ''B<sup>0</sup> → π<sup>+</sup>π<sup>-</sup>'' signal of interest is the turquoise-dotted line and is completely swamped by background due to ''B'' and  ''Λ'' decays involving kaons and protons, and combinatorial background from particles not associated with the ''B<sup>0</sup>'' decay.<ref name="Adinolfi"/>
 
[[File:LHCb RICH Btoππ.jpg|thumb|none|LHCb RICH Btoππ]] 
 
On the right are the same data with RICH identification used to select only pions and reject kaons and protons; the ''B<sup>0</sup> → π<sup>+</sup>π<sup>-</sup>'' signal is preserved but all kaon- and proton-related backgrounds are greatly reduced, so that the overall ''B<sup>0</sup>'' signal/background has improved by a factor ~ 6, allowing much more precise measurement of the decay process.
 
=== RICH Types ===
 
[[File:RICH two types02 2013-03-15.svg|thumb|right|upright|focusing and proximity-imaging RICH designs]]
Both focusing and proximity-focusing detectors are in use. In a focusing RICH detector, the photons are collected by a spherical mirror with focal length <math>f</math> and focused onto the photon detector placed at the focal plane. The result is a circle with a radius <math>r = f\theta_c</math>, independent of the emission point along the particle's track (<math>\theta_c \ll 1</math>). This scheme is suitable for low refractive index radiators (i.e., gases) with their larger radiator length needed to create enough photons.
 
In the more compact proximity-focusing design a thin radiator volume emits a cone of Cherenkov light which traverses a small distance, the proximity gap, and is detected on the photon detector plane. The image is a ring of light the radius of which is defined by the Cherenkov emission angle and the proximity gap. The ring thickness is mainly determined by the thickness of the radiator. An example of a proximity gap RICH detector is the High Momentum Particle Identification ([http://alice-hmpid.web.cern.ch HMPID]), a detector currently under construction for ALICE ([[A Large Ion Collider Experiment]]), one of the five experiments at the LHC ([[Large Hadron Collider]]) at [[CERN]].
 
[[File:DIRC Schema01 2013-03-15.svg|thumb|right|DIRC detector]]
In a [[DIRC (detector)|DIRC]] (Detection of Internally Reflected Cherenkov light), another design of a RICH detector, light that is captured by total internal reflection inside the solid radiator reaches the light sensors at the detector perimeter, the precise rectangular cross section of the radiator preserving the angular information of the Cherenkov light cone. One example is the DIRC of the [[BaBar]] experiment at [[SLAC]].
 
[[File:Lhcbview.jpg|thumb|left|LHCb detector]]
The [[LHCb]] experiment on the Large Hadron Collider uses two RICH detectors for differentiating between [[pion]]s and [[kaon]]s.<ref>{{cite journal|last=A.Augusto Alves Jr. et al|title=The LHCb Detector at the LHC|journal=JINST 3 S08005|year=2008}}</ref> The first (RICH-1) is located immediately after the Vertex Locator (VELO) around the interaction point and is optimised for low-momentum particles and the second (RICH-2) is located after the [[magnet]] and particle-tracker layers and optimised for higher-momentum particles.<ref name="Adinolfi"/>
 
[[File:Alpha Magnetic Spectrometer - 02.jpg|thumb|right|AMS-02]]
The [[Alpha Magnetic Spectrometer]] device AMS-02, recently mounted on the [[International Space Station]] uses a RICH detector in combination with other devices to analyze [[cosmic rays]].
 
== References ==
{{Reflist}}
 
[[Category:Particle detectors]]

Latest revision as of 14:50, 15 December 2014

Hi there. Allow me start by introducing the author, her title is Sophia. Distributing production is where her primary income arrives from. I've always loved residing in Alaska. My spouse doesn't like it the way I do but what I truly like performing is caving but I don't have the time recently.

Stop by my web blog: clairvoyants