تقرير
A high-precision interpolation method for pulsed radio signals from cosmic-ray air showers
| العنوان: | A high-precision interpolation method for pulsed radio signals from cosmic-ray air showers |
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| المؤلفون: | Corstanje, A., Buitink, S., Desmet, M., Falcke, H., Hare, B. M., Hörandel, J. R., Huege, T., Jhansi, V. B., Karastathis, N., Krampah, G. K., Mitra, P., Mulrey, K., Nelles, A., Nivedita, K., Pandya, H., Scholten, O., Terveer, K., Thoudam, S., Trinh, G., ter Veen, S. |
| المصدر: | JINST 18 P09005, 2023 |
| سنة النشر: | 2023 |
| المجموعة: | Astrophysics |
| مصطلحات موضوعية: | Astrophysics - Instrumentation and Methods for Astrophysics |
| الوصف: | Analysis of radio signals from cosmic-ray induced air showers has been shown to be a reliable method to extract shower parameters such as primary energy and depth of shower maximum. The required detailed air shower simulations take 1 to 3 days of CPU time per shower for a few hundred antennas. With nearly $60,000$ antennas envisioned to be used for air shower studies at the Square Kilometre Array (SKA), simulating all of these would come at unreasonable costs. We present an interpolation algorithm to reconstruct the full pulse time series at any position in the radio footprint, from a set of antennas simulated on a polar grid. Relying on Fourier series representations and cubic splines, it significantly improves on existing linear methods. We show that simulating about 200 antennas is sufficient for high-precision analysis in the SKA era, including e.g. interferometry which relies on accurate pulse shapes and timings. We therefore propose the interpolation algorithm and its implementation as a useful extension of radio simulation codes, to limit computational effort while retaining accuracy. Comment: 21 pages, 14 figures. Accepted for publication in JINST (Journal of Instrumentation) |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.1088/1748-0221/18/09/P09005 |
| URL الوصول: | http://arxiv.org/abs/2306.13514 |
| رقم الأكسشن: | edsarx.2306.13514 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.1088/1748-0221/18/09/P09005 |
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