Producing Megapixel Cosmic Microwave Background Maps from Differential Radiometer Data
Author(s) -
E. L. Wright,
G. Hinshaw,
C. L. Bennett
Publication year - 1996
Publication title -
the astrophysical journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.376
H-Index - 489
eISSN - 1538-4357
pISSN - 0004-637X
DOI - 10.1086/309927
Subject(s) - radiometer , cosmic microwave background , microwave radiometer , sky , pixel , anisotropy , remote sensing , planck , microwave , data set , computer science , differential (mechanical device) , physics , set (abstract data type) , astrophysics , optics , computer vision , artificial intelligence , geography , telecommunications , thermodynamics , programming language
A major goal of cosmology is to obtain sensitive, high resolution maps of theCosmic Microwave Background (CMB) anisotropy. Such maps, as would be producedby the recently proposed Microwave Anisotropy Probe (MAP), will contain awealth of primary information about conditions in the early universe. Tomitigate systematic effects when observing the microwave background, it isdesirable for the raw data to be collected in differential form: as a set oftemperature differences between points in the sky. However, the production oflarge (mega-pixel) maps from a set of temperature differences is a potentiallysevere computational challenge. We present a new technique for producing mapsfrom differential radiometer data that has a computational cost that grows inthe slowest possible way with increasing angular resolution and number of mappixels. The required central processor (CPU) time is proportional to the numberof differential data points and the required random access memory (RAM) isproportional to the number of map pixels. We test our technique, anddemonstrate its feasibility, by simulating one year of a space-borne anisotropymission.Comment: 8 pages Latex with 3 Postscript figures embedded using eps
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