The impact of non-Gaussianity on the error covariance for observations of the Epoch of Reionization 21-cm power spectrum

被引:27
|
作者
Shaw, Abinash Kumar [1 ,2 ]
Bharadwaj, Somnath [1 ,2 ]
Mondal, Rajesh [3 ]
机构
[1] Indian Inst Technol Kharagpur, Dept Phys, Kharagpur 721302, W Bengal, India
[2] Indian Inst Technol Kharagpur, Ctr Theoret Studies, Kharagpur 721302, W Bengal, India
[3] Univ Sussex, Dept Phys & Astron, Astron Ctr, Brighton BN1 9QH, E Sussex, England
基金
英国科学技术设施理事会;
关键词
large-scale structure of universe; first stars; cosmology: reionization; diffuse radiation; methods: statistical; technique: interferometric; 21 CM RADIATION; REDSHIFTED; 21-CM; NEUTRAL HYDROGEN; FOREGROUND SUBTRACTION; HI FLUCTUATIONS; NEXT-GENERATION; 150; MHZ; EVOLUTION; SIGNAL; Z-SIMILAR-TO-6;
D O I
10.1093/mnras/stz1561
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Recent simulations show the Epoch of Reionization (EoR) 21-cm signalto be inherently non-Gaussian whereby the error covariance matrix of the 21-cm power spectrum (PS) contains a trispectrum contribution that would be absent if the signal were Gaussian. Using the binned power spectrum and trispectrum from simulations, here we present a methodology for incorporating these with the baseline distribution and system noise to make error predictions for observations with any radio-interferometric array. Here we consider the upcoming SKA-Low. Non-Gaussianity enhances the errors introducing a positive deviation Delta relative to the Gaussian predictions. Delta increases with observation time t(obs) and saturates as the errors approach the cosmic variance. Considering t(obs)= 1024 hours where a 5 sigma detection is possible at all redshifts 7 <= z <= 13, in the absence of foregrounds we find that the deviations are important at small k where we have at for some of the redshifts and also at intermediate where we have at z= 7. Non-Gaussianity also introduces correlations between the errors in different k bins, and we find both correlations and anticorrelations with the correlation coefficient value spanning -0.4 <= r(ij)<= 0.8. Incorporating the foreground wedge, Delta continues to be important () at z= 7. We conclude that non-Gaussianity makes a significant contribution to the errors and this is important in the context of the future instruments that aim to achieve high-sensitivity measurements of the EoR 21-cm PS.
引用
收藏
页码:4951 / 4964
页数:14
相关论文
共 50 条
  • [1] The effect of non-Gaussianity on error predictions for the Epoch of Reionization (EoR) 21-cm power spectrum
    Mondal, Rajesh
    Bharadwaj, Somnath
    Majumdar, Suman
    Bera, Apurba
    Acharyya, Ayan
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2015, 449 (01) : L41 - L45
  • [2] The impact of non-Gaussianity on the Epoch of Reionization parameter forecast using 21-cm power-spectrum measurements
    Shaw, Abinash Kumar
    Bharadwaj, Somnath
    Mondal, Rajesh
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2020, 498 (01) : 1480 - 1495
  • [3] Biased reionization and non-Gaussianity in redshifted 21-cm intensity maps of the reionization epoch
    Wyithe, J. Stuart B.
    Morales, Miguel F.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2007, 379 (04) : 1647 - 1657
  • [4] Primordial Non-Gaussianity from the 21 cm Power Spectrum during the Epoch of Reionization
    Joudaki, Shahab
    Dore, Olivier
    Ferramacho, Luis
    Kaplinghat, Manoj
    Santos, Mario G.
    PHYSICAL REVIEW LETTERS, 2011, 107 (13)
  • [5] Statistics of the epoch of reionization 21-cm signal - I. Power spectrum error-covariance
    Mondal, Rajesh
    Bharadwaj, Somnath
    Majumdar, Suman
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2016, 456 (02) : 1936 - 1947
  • [6] The impact of interference excision on 21-cm epoch of reionization power spectrum analyses
    Offringa, A. R.
    Mertens, F.
    Koopmans, L. V. E.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2019, 484 (02) : 2866 - 2875
  • [7] The multifrequency angular power spectrum of the epoch of reionization 21-cm signal
    Datta, Kanan K.
    Choudhury, T. Roy
    Bharadwaj, Somnath
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2007, 378 (01) : 119 - 128
  • [8] Modification of the 21-cm power spectrum by quasars during the epoch of reionization
    Geil, Paul M.
    Wyithe, J. Stuart B.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2009, 399 (04) : 1877 - 1887
  • [9] Primordial non-Gaussianity estimation using 21 cm tomography from the epoch of reionization
    Mao, Yi
    D'Aloisio, Anson
    Zhang, Jun
    Shapiro, Paul R.
    PHYSICAL REVIEW D, 2013, 88 (08)
  • [10] Statistics of the epoch of reionization (EoR) 21-cm signal - II. The evolution of the power-spectrum error-covariance
    Mondal, Rajesh
    Bharadwaj, Somnath
    Majumdar, Suman
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2017, 464 (03) : 2992 - 3004