Abstract:Using the random matrix approach, results for nearest-neighbor distributions obtained from experimental data on 12 πΆ + 12 πΆ collisions at 4.2 π΄ GeV/π and simulations produced with the aid of an ultra-relativistic quantum molecular dynamics model are studied. Comparison reveals that the observed changes in the nearest-neighbor distributions for different multiplicities can be associated with the onset of a region of central collisions.
“…Indeed, one can find a good agreement between the results obtained in this way and a standard analysis based on the method of effective mass spectra and two-pair correlation function often used in high energy physics [18]. The purpose of the present review is to discuss a novel criterion for the centrality of collision, using a rigorous mathematical framework of the RMT [18][19][20][21][22]. Section 2 briefly reviews how to detect the manifestation of correlations with the aid of nearest-neighbor spacing energy distribution (NND) from the data obtained in light nuclei collisions in Dubna Experiments.…”
Section: Introductionmentioning
confidence: 55%
“…Evidently, the absence of an unambiguous criterion for the centrality may significantly affect the interpretation of experimental results and, therefore, hide a true signal on the onset of a new phase of the hadronic matter. In a preliminary report [15] it is suggested that tools from Random Matrix Theory (RMT) [16][17][18][19][20][21][22] might be useful in illuminating the presence of correlations in the spectral (momentum) distribution of secondary particles produced in nucleusnucleus collisions at high energy [18][19][20][21][22]. It is noteworthy that during the last twenty years the RMT grew into the powerful new statistical theory of fluctuations in a variety of physical problems [19][20][21][22].…”
Section: Introductionmentioning
confidence: 99%
“…In various fields, the Dyson-Mehta statistical measures are most often used to quantify a system's correlations and to determine what information the fluctuations contain. These measures do not depend on the background of measurements and used in the context of RMT give universal forms depending only on the fundamental symmetries preserved [19][20][21][22]. Their only requirement is that local mean densities (or secular behaviors) be understood and their effects be removed.…”
Section: Introductionmentioning
confidence: 99%
“…Evidently, that the energy of secondary particles produced in nucleus-nucleus collisions at high energies is given by continuous distributions. Since in each event only a finite number of particles are emitted, the discreteness naturally comes in the analysis of data [19,22]. The average number of particles per unit of energy can change with increase (decrease) the absolute value of the energy and its direction in each event.…”
Section: Introductionmentioning
confidence: 99%
“…The astonishing thing is that the fluctuating properties quite different systems are determined only by over-all symmetries of system [17]. This fact provides the basis for application of the RMT tools for analysis of nucleus-nucleus collision data at high energies [15][16][17][18][19][20][21][22].…”
Using a statistical method which is based on random matrix theory, the results for the nearest-neighbor energy spacing distributions E(S) obtained from experimental as well as from computational data have been selected for review study. The obtained results confirm that the energy spacing correlation between secondary charged particles depends upon the charged particles multiplicity and central collisions are also associated with charged particles multiplicity.
“…Indeed, one can find a good agreement between the results obtained in this way and a standard analysis based on the method of effective mass spectra and two-pair correlation function often used in high energy physics [18]. The purpose of the present review is to discuss a novel criterion for the centrality of collision, using a rigorous mathematical framework of the RMT [18][19][20][21][22]. Section 2 briefly reviews how to detect the manifestation of correlations with the aid of nearest-neighbor spacing energy distribution (NND) from the data obtained in light nuclei collisions in Dubna Experiments.…”
Section: Introductionmentioning
confidence: 55%
“…Evidently, the absence of an unambiguous criterion for the centrality may significantly affect the interpretation of experimental results and, therefore, hide a true signal on the onset of a new phase of the hadronic matter. In a preliminary report [15] it is suggested that tools from Random Matrix Theory (RMT) [16][17][18][19][20][21][22] might be useful in illuminating the presence of correlations in the spectral (momentum) distribution of secondary particles produced in nucleusnucleus collisions at high energy [18][19][20][21][22]. It is noteworthy that during the last twenty years the RMT grew into the powerful new statistical theory of fluctuations in a variety of physical problems [19][20][21][22].…”
Section: Introductionmentioning
confidence: 99%
“…In various fields, the Dyson-Mehta statistical measures are most often used to quantify a system's correlations and to determine what information the fluctuations contain. These measures do not depend on the background of measurements and used in the context of RMT give universal forms depending only on the fundamental symmetries preserved [19][20][21][22]. Their only requirement is that local mean densities (or secular behaviors) be understood and their effects be removed.…”
Section: Introductionmentioning
confidence: 99%
“…Evidently, that the energy of secondary particles produced in nucleus-nucleus collisions at high energies is given by continuous distributions. Since in each event only a finite number of particles are emitted, the discreteness naturally comes in the analysis of data [19,22]. The average number of particles per unit of energy can change with increase (decrease) the absolute value of the energy and its direction in each event.…”
Section: Introductionmentioning
confidence: 99%
“…The astonishing thing is that the fluctuating properties quite different systems are determined only by over-all symmetries of system [17]. This fact provides the basis for application of the RMT tools for analysis of nucleus-nucleus collision data at high energies [15][16][17][18][19][20][21][22].…”
Using a statistical method which is based on random matrix theory, the results for the nearest-neighbor energy spacing distributions E(S) obtained from experimental as well as from computational data have been selected for review study. The obtained results confirm that the energy spacing correlation between secondary charged particles depends upon the charged particles multiplicity and central collisions are also associated with charged particles multiplicity.
Based on the asymptotic spectral distribution of Wigner matrices, a new normality test method is proposed via reforming the white noise sequence. In this work, the asymptotic cumulative distribution function (CDF) of eigenvalues of the Wigner matrix is deduced. A numerical Kullback-Leibler divergence of the empirical spectral CDF based on test samples from the deduced asymptotic CDF is established, which is treated as the test statistic. For validating the superiority of our proposed normality test, we apply the method to weak 8PSK signal detection in the single-input single-output (SISO) system and the single-input multiple-output (SIMO) system. By comparing with other common normality tests and the existing signal detection methods, simulation results show that the proposed method is superior and robust.
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