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SKA1-LOW modelling and analysis

Lead Research Organisation: UNIVERSITY OF CAMBRIDGE
Department Name: Physics

Abstract

The work will be focused on performing numerical ElectroMagnetic simulations to support both the design, development and construction of SKA1-LOW as well as more directly the operations of the prototype arrays in Western Australia: AAVS3 and AA05.

The HARP/FAST EM simulation tool has been developed the University catolique de Louvain and the University of Cambridge over the past 13 years. The tool has been specifically developed to solve Maxwell's equations in very large arrays of disconnected antennas such as the SKA1-LOW stations. Without compromising accuracy, this tool can obtain a full-wave solution for an SKA1-LOW station for 1 frequency point in ~1 minute, which is about 10,000 times faster than commercial codes. Furthermore, recent development of the code ("FAST") allows us to simulate collections of stations, currently up to tens of stations and analyse mutual coupling effects across large portions of the SKA1-LOW array, which is not possible at all with commercial codes.

The work describe din this proposal is therefore centred around using this tool and providing the necessary simulations to support the development of the SKA. One of the main advantages of using this code will be the possibility of performing many simulations of proposed station layouts providing analysis at high resolution (~1MHz steps).

Publications

10 25 50

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Cavillot J (2024) Full-Wave Analysis of Thermal Noise in Antenna Arrays on Top of Layered Medium in IEEE Transactions on Antennas and Propagation

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Kirkham C (2026) Capturing system drift with time series calibration for Global 21-cm cosmology experiments in Monthly Notices of the Royal Astronomical Society

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O'Hara O (2024) Understanding spectral artefacts in SKA-Low 21-cm cosmology experiments: the impact of cable reflections in Monthly Notices of the Royal Astronomical Society

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O'Hara O (2025) Uncovering the effects of array mutual coupling in 21-cm experiments with the SKA-Low radio telescope in Monthly Notices of the Royal Astronomical Society

 
Description SKA SCIENCE DATA HANDLING & PROCESSING
Amount £4,530,000 (GBP)
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 01/2025 
End 11/2027
 
Description Square Kilometre Array Observatory (SKAO) 
Organisation SKA Square Kilometre Array
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution We lead packages of work for the SKA project in the SDP construction, UKSRC and LOW modelling and analysis
Collaborator Contribution SKAO manages the project construction
Impact Multiple papers, spin offs, press releases, etc
 
Title ycliu23/Cambridge-SKA-SDC3-Foregrounds: Cambridge SKA SDC3a pipeline 
Description Cambridge SKA SDC3 Foregrounds The data analysis pipeline, designed for the Square Kilometre Array Science Data Challenge 3a (SKA SDC3a), is intended to separate the 21-cm signal from astrophysical foregrounds. The foreground mitigation is based on a hybrid strategy based on both foreground removal with Gaussian Process Regression (GPR) models and foreground avoidance. Nested sampling is incorporated in the pipeline for Bayesian inference of the model parameters. A flowchart is provided in Cambridge-SKA-SDC3-Foregrounds/illustration to illustrate the SKA data processing, and scripts are given in Cambridge-SKA-SDC3-Foregrounds/pipeline for realization of the steps implemented in the workflow. 
Type Of Technology Software 
Year Produced 2023 
Open Source License? Yes  
Impact A full pipeline for the detection of the 21-cm line from Cosmic Hydrogen to be used with the SKA telescope 
URL https://zenodo.org/doi/10.5281/zenodo.10223261
 
Description EuCAP conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact A conference dedicated to discuss advances on antenna science
Year(s) Of Engagement Activity 2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024,2025
URL https://www.eucap2025.org