Waveform resampling with LMN method

Gerlach, L.; Gu, W.; Nayak, N.; Qian, X.; Viren, Brett

doi:10.1088/1748-0221/19/10/p10029

Title: Waveform resampling with LMN method

Journal Article · Tue Oct 29 00:00:00 UTC 2024 · Journal of Instrumentation

DOI: https://doi.org/10.1088/1748-0221/19/10/p10029 · OSTI ID:2477571

Gerlach, L. ^[1]; Gu, W. ^[2]; Nayak, N. ^[2]; Qian, X. ^[2]; Viren, Brett ^[2]

Brookhaven National Laboratory (BNL), Upton, NY (United States); Princeton University, NJ (United States)
Brookhaven National Laboratory (BNL), Upton, NY (United States)

In this article, resampling is a common technique applied in digital signal processing. Based on the Fast Fourier Transformation (FFT), we apply an optimization called here the LMN method to achieve fast and robust re-sampling. In addition to performance comparisons with some other popular methods, we illustrate the effectiveness of this LMN method in a particle physics experiment: re-sampling of waveforms from Liquid Argon Time Projection Chambers.

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Research Organization:: Brookhaven National Laboratory (BNL), Upton, NY (United States)

Sponsoring Organization:: USDOE Office of Science (SC), High Energy Physics (HEP)

Grant/Contract Number:: SC0012704

OSTI ID:: 2477571

Report Number(s):: BNL--226319-2024-JAAM

Journal Information:: Journal of Instrumentation, Journal Name: Journal of Instrumentation Journal Issue: 10 Vol. 19; ISSN 1748-0221

Publisher:: Institute of Physics (IOP)Copyright Statement

Country of Publication:: United States

Language:: English

References (25)

Gauss and the history of the fast Fourier transform Heideman, Michael T.; Johnson, Don H.; Burrus, C. Sidney Archive for History of Exact Sciences, Vol. 34, Issue 3 https://doi.org/10.1007/bf00348431	journal	January 1985
Liquid-argon ionization chambers as total-absorption detectors Willis, W. J.; Radeka, V. Nuclear Instruments and Methods, Vol. 120, Issue 2 https://doi.org/10.1016/0029-554X(74)90039-1	journal	September 1974
ROOT — An object oriented data analysis framework Brun, Rene; Rademakers, Fons Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 389, Issue 1-2 https://doi.org/10.1016/S0168-9002(97)00048-X	journal	April 1997
Measurement of longitudinal electron diffusion in liquid argon Li, Yichen; Tsang, Thomas; Thorn, Craig Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 816 https://doi.org/10.1016/j.nima.2016.01.094	journal	April 2016
XVIII.—On the Functions which are represented by the Expansions of the Interpolation-Theory Whittaker, E. T. Proceedings of the Royal Society of Edinburgh, Vol. 35 https://doi.org/10.1017/s0370164600017806	journal	January 1915
SciPy 1.0: fundamental algorithms for scientific computing in Python Virtanen, Pauli; Gommers, Ralf; Oliphant, Travis E. Nature Methods https://doi.org/10.1038/s41592-019-0686-2	journal	February 2020
Cold electronics for "Giant" Liquid Argon Time Projection Chambers Radeka, Veljko; Chen, Hucheng; Deptuch, Grzegorz Journal of Physics: Conference Series, Vol. 308 https://doi.org/10.1088/1742-6596/308/1/012021	journal	July 2011
Design and construction of the MicroBooNE detector Acciarri, R.; Adams, C.; An, R. Journal of Instrumentation, Vol. 12, Issue 02 https://doi.org/10.1088/1748-0221/12/02/P02017	journal	February 2017
Liquid argon TPC signal formation, signal processing and reconstruction techniques Baller, B. Journal of Instrumentation, Vol. 12, Issue 07 https://doi.org/10.1088/1748-0221/12/07/P07010	journal	July 2017
Ionization electron signal processing in single phase LArTPCs. Part I. Algorithm Description and quantitative evaluation with MicroBooNE simulation Adams, C.; An, R.; Anthony, J. Journal of Instrumentation, Vol. 13, Issue 07 https://doi.org/10.1088/1748-0221/13/07/P07006	journal	July 2018
Ionization electron signal processing in single phase LArTPCs. Part II. Data/simulation comparison and performance in MicroBooNE Adams, C.; An, R.; Anthony, J. Journal of Instrumentation, Vol. 13, Issue 07 https://doi.org/10.1088/1748-0221/13/07/P07007	journal	July 2018
Volume I. Introduction to DUNE Abi, B.; Acciarri, R.; Acero, M. A. Journal of Instrumentation, Vol. 15, Issue 08 https://doi.org/10.1088/1748-0221/15/08/T08008	journal	August 2020
Volume IV. The DUNE far detector single-phase technology Abi, B.; Acciarri, R.; Acero, M. A. Journal of Instrumentation, Vol. 15, Issue 08 https://doi.org/10.1088/1748-0221/15/08/T08010	journal	August 2020
First results on ProtoDUNE-SP liquid argon time projection chamber performance from a beam test at the CERN Neutrino Platform Abi, B.; Abud, A. Abed; Acciarri, R. Journal of Instrumentation, Vol. 15, Issue 12 https://doi.org/10.1088/1748-0221/15/12/P12004	journal	December 2020
Augmented signal processing in Liquid Argon Time Projection Chambers with a deep neural network Yu, H. W.; Bishai, M.; Gu, W. Q. Journal of Instrumentation, Vol. 16, Issue 01 https://doi.org/10.1088/1748-0221/16/01/P01036	journal	January 2021
Design, construction and operation of the ProtoDUNE-SP Liquid Argon TPC Abed Abud, A.; Abi, B.; Acciarri, R. Journal of Instrumentation, Vol. 17, Issue 01 https://doi.org/10.1088/1748-0221/17/01/P01005	journal	January 2022
Parameterization of electron attachment rate constants for impurities in LArTPC detectors Li, Y.; Bromberg, C.; Diwan, M. Journal of Instrumentation, Vol. 17, Issue 11 https://doi.org/10.1088/1748-0221/17/11/T11007	journal	November 2022
A hybrid 3D/2D field response calculation for liquid argon detectors with PCB based anode plane Martynenko, S.; Pietropaolo, F.; Viren, B. Journal of Instrumentation, Vol. 18, Issue 04 https://doi.org/10.1088/1748-0221/18/04/P04033	journal	April 2023
The DUNE Far Detector Vertical Drift Technology. Technical Design Report Abed Abud, A.; Abi, B.; Acciarri, R. Journal of Instrumentation, Vol. 19, Issue 08 https://doi.org/10.1088/1748-0221/19/08/T08004	journal	August 2024
An algorithm for the machine calculation of complex Fourier series Cooley, James W.; Tukey, John W. Mathematics of Computation, Vol. 19, Issue 90 https://doi.org/10.1090/S0025-5718-1965-0178586-1	journal	May 1965
Interpolation by the FFT revisited-an experimental investigation Fraser, D. IEEE Transactions on Acoustics, Speech, and Signal Processing, Vol. 37, Issue 5 https://doi.org/10.1109/29.17559	journal	May 1989
Currents Induced by Electron Motion Ramo, S. Proceedings of the IRE, Vol. 27, Issue 9 https://doi.org/10.1109/JRPROC.1939.228757	journal	September 1939
Communication in the Presence of Noise Shannon, C. E. Proceedings of the IRE, Vol. 37, Issue 1 https://doi.org/10.1109/JRPROC.1949.232969	journal	January 1949
A digital signal processing approach to interpolation Schafer, R. W.; Rabiner, L. R. Proceedings of the IEEE, Vol. 61, Issue 6 https://doi.org/10.1109/proc.1973.9150	journal	January 1973
The Interaction Algorithm and Practical Fourier Analysis Good, I. J. Journal of the Royal Statistical Society Series B: Statistical Methodology, Vol. 20, Issue 2 https://doi.org/10.1111/j.2517-6161.1958.tb00300.x	journal	July 1958

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72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS
data processing methods
digital signal processing
neutrino detectors
time projection chambers

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