High-performance signal processing architectures for digital aperture array telescopes
<p>An instrument with the ability to image neutral atomic hydrogen (HI) to cosmic redshift will allow the fundamental properties of the Universe to be more precisely determined; in particular the distribution, composition, and evolutionary history of its matter and energy. The Square Kilometre...
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| Format: | Thesis |
| Language: | English |
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2011
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| _version_ | 1826273453487947776 |
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| author | Armstrong, R Richard Paul Armstrong |
| author2 | Jones, M |
| author_facet | Jones, M Armstrong, R Richard Paul Armstrong |
| author_sort | Armstrong, R |
| collection | OXFORD |
| description | <p>An instrument with the ability to image neutral atomic hydrogen (HI) to cosmic redshift will allow the fundamental properties of the Universe to be more precisely determined; in particular the distribution, composition, and evolutionary history of its matter and energy. The Square Kilometre Array (SKA) is a radio survey telescope conceived with this aim. It will have the observational potential for much further fundamental science, including strong field tests of gravity and general relativity, revealing the origin and history of cosmological re-ionisation and magnetism, direct measures of gravitational radiation, and surveys of the unmapped Universe. And it is the advance of instrumentation that will enable it.</p> <p>This thesis makes three central contributions to radio instrumentation. Digital aperture arrays are a collector technology proposed for the key low- and mid- frequency ranges targeted by the SKA that have the potential to provide both the collecting area and field of view required for deep, efficient all-sky surveys of HI. The 2-Polarisations, All Digital (2-PAD) aperture array is an instrumental pathfinder for the SKA, novel in being a densely-spaced, wide-band aperture array that performs discrete signal filtering entirely digitally. The digital design of the 2-PAD radio receiver and the deployment of the aperture array and signal processing system at Jodrell Bank Radio Observatory is detailed in this thesis.</p> <p>The problem of element anisotropy in small arrays, the atomic unit of the SKA station array, ultimately affects beam quality. Addressing this issue, a metaheuristic digital beam-shape optimisation technique is applied to a small beamformed array, and is shown to outperform traditional analytic solutions.</p> <p>Digital processing for aperture arrays is challenging. A qualitative framework shows that energy, computational and communication requirements demand optimised processing architectures. A quantitative model reveals the physical limitations on architecture choice. An energy-optimised architecture, the IBM BIT integer array processor, is investigated in detail; a cycle-accurate architectural simulator and programming language are developed and used to build signal processing algorithms on the array architecture.</p> |
| first_indexed | 2024-03-06T22:28:25Z |
| format | Thesis |
| id | oxford-uuid:57727746-9ec7-4b05-b76c-0dadf1dbe0ae |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-06T22:28:25Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | oxford-uuid:57727746-9ec7-4b05-b76c-0dadf1dbe0ae2022-03-26T16:56:49ZHigh-performance signal processing architectures for digital aperture array telescopesThesishttp://purl.org/coar/resource_type/c_db06uuid:57727746-9ec7-4b05-b76c-0dadf1dbe0aeAstrophysicsEnglish2011Armstrong, RRichard Paul ArmstrongJones, M<p>An instrument with the ability to image neutral atomic hydrogen (HI) to cosmic redshift will allow the fundamental properties of the Universe to be more precisely determined; in particular the distribution, composition, and evolutionary history of its matter and energy. The Square Kilometre Array (SKA) is a radio survey telescope conceived with this aim. It will have the observational potential for much further fundamental science, including strong field tests of gravity and general relativity, revealing the origin and history of cosmological re-ionisation and magnetism, direct measures of gravitational radiation, and surveys of the unmapped Universe. And it is the advance of instrumentation that will enable it.</p> <p>This thesis makes three central contributions to radio instrumentation. Digital aperture arrays are a collector technology proposed for the key low- and mid- frequency ranges targeted by the SKA that have the potential to provide both the collecting area and field of view required for deep, efficient all-sky surveys of HI. The 2-Polarisations, All Digital (2-PAD) aperture array is an instrumental pathfinder for the SKA, novel in being a densely-spaced, wide-band aperture array that performs discrete signal filtering entirely digitally. The digital design of the 2-PAD radio receiver and the deployment of the aperture array and signal processing system at Jodrell Bank Radio Observatory is detailed in this thesis.</p> <p>The problem of element anisotropy in small arrays, the atomic unit of the SKA station array, ultimately affects beam quality. Addressing this issue, a metaheuristic digital beam-shape optimisation technique is applied to a small beamformed array, and is shown to outperform traditional analytic solutions.</p> <p>Digital processing for aperture arrays is challenging. A qualitative framework shows that energy, computational and communication requirements demand optimised processing architectures. A quantitative model reveals the physical limitations on architecture choice. An energy-optimised architecture, the IBM BIT integer array processor, is investigated in detail; a cycle-accurate architectural simulator and programming language are developed and used to build signal processing algorithms on the array architecture.</p> |
| spellingShingle | Astrophysics Armstrong, R Richard Paul Armstrong High-performance signal processing architectures for digital aperture array telescopes |
| title | High-performance signal processing architectures for digital aperture array telescopes |
| title_full | High-performance signal processing architectures for digital aperture array telescopes |
| title_fullStr | High-performance signal processing architectures for digital aperture array telescopes |
| title_full_unstemmed | High-performance signal processing architectures for digital aperture array telescopes |
| title_short | High-performance signal processing architectures for digital aperture array telescopes |
| title_sort | high performance signal processing architectures for digital aperture array telescopes |
| topic | Astrophysics |
| work_keys_str_mv | AT armstrongr highperformancesignalprocessingarchitecturesfordigitalaperturearraytelescopes AT richardpaularmstrong highperformancesignalprocessingarchitecturesfordigitalaperturearraytelescopes |