Research Article
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Year 2025, Volume: 13 Issue: 4, 382 - 387, 31.12.2025
https://doi.org/10.17694/bajece.1615108
https://izlik.org/JA45EU75TB

Abstract

References

  • [1] I. Kipnis, T. Collins, J. DeWitt, S. Dow, A. Frey, A. Grillo, R. Johnson, W. Kroeger, A. Leona, L. Luo, E. Mandelli, P.F. Manfredi, M. Melani, M. Momayezi, F. Morsani, M. Nyman, M. Pedrali-Noy, P. Poplevin, E. Spencer, V. Re, N. Roe, A time-over-threshold machine: the readout integrated circuit for the BABAR Silicon Vertex Tracker, IEEE Trans. Nucl. Sci. 44 (1997) 289–297. https://doi.org/10.1109/23.603658.
  • [2] F. Powolny, E. Auffray, H. Hillemanns, P. Jarron, P. Lecoq, T.C. Meyer, D. Moraes, A Novel Time-Based Readout Scheme for a Combined PET-CT Detector Using APDs, IEEE Trans. Nucl. Sci. 55 (2008) 2465–2474. https://doi.org/10.1109/TNS.2008.2004036.
  • [3] Z. Deng, A.K. Lan, X. Sun, C. Bircher, Y. Liu, Y. Shao, Development of an Eight-Channel Time-Based Readout ASIC for PET Applications, IEEE Trans. Nucl. Sci. 58 (2011) 3212–3218. https://doi.org/10.1109/TNS.2011.2165557.
  • [4] G. Mazza, D. Calvo, F. Cossio, P. De Remigis, F. Lenta, M. Mignone, R. Wheadon, J. Becker, K.T. Brinkmann, M. Caselle, A. Kopmann, O. Manzhura, M. Peter, V. Sidorenko, P. Stanek, T. Stockmanns, L. Tomasek, N. Troll, K.L. Unger, H.G. Zaunick, ToASt: A 64-channel ASIC for the readout of the Silicon Strip Detectors of the PANDA experiment, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 1071, (2025), 170069, https://doi.org/10.1016/j.nima.2024.170069.
  • [5] É. Gaudin, E. Gaudin, C. Thibaudeau, C. Thibaudeau, L. Arpin, L. Arpin, H. Bouziri, H. Bouziri, R. Fontaine, R. Fontaine, R. Lecomte, R. Lecomte, Dual-threshold Time-over-Threshold nonlinearity correction for PET detectors, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2020). https://doi.org/10.1016/j.nima.2020.164100.
  • [6] F. Zocca, F. Zocca, A. Pullia, A. Pullia, A. Pullia, D. Bazzacco, D. Bazzacco, G. Pascovici, G. Pascovici, G. Pascovici, A time-over-threshold technique for wide dynamic range gamma-ray spectroscopy with the AGATA detector, IEEE Trans. Nucl. Sci. (2009). https://doi.org/10.1109/tns.2009.2023905.
  • [7] C.-M. Chang, J.W. Cates, C.S. Levin, Time-over-threshold for pulse shape discrimination in a time-of-flight phoswich PET detector, Phys. Med. Biol. 62 (2017) 258–271. https://doi.org/10.1088/1361-6560/62/1/258.
  • [8] W. Shen, T. Harion, H. Chen, K. Briggl, V. Stankova, Y. Munwes, H.-C. Schultz-Coulon, A silicon photomultiplier readout ASIC for time-of-flight applications using a new time-of-recovery method, IEEE Trans. Nucl. Sci. 65 (2018) 1196–1202. https://doi.org/10.1109/TNS.2018.2821769
  • [9] A.L. Goertzen, D. Van Elburg, Performance characterization of MPPC modules for TOF-PET applications, IEEE Trans. Radiat. Plasma Med. Sci. 3 (2018) 475–482. https://doi.org/10.1109/TRPMS.2018.2885439
  • [10] M. Yoshino, K. Kamada, Y. Shoji, A. Yoshikawa, K. Shimazoe, A. Lipovec, H. Takahashi, K. Fujiwara, M. Takahashi, T. Momose, Development and performance evaluation of time-over-threshold based digital PET (TODPET2) scanner using SiPM/Ce: GAGG-arrays for non-invasive measurement of blood RI concentrations, J. Instrum. 12 (2017) C02028. https://doi.org/10.1088/1748-0221/12/02/C02028
  • [11] M. Ahnen, R. Becker, A. Buck, C. Casella, V. Commichau, D. Di Calafiori, G. Dissertori, A. Eleftheriou, J. Fischer, A.S. Howard, Performance measurements of the SAFIR prototype detector with the STiC ASIC readout, IEEE Trans. Radiat. Plasma Med. Sci. 2 (2018) 250–258. https://doi.org/10.1109/TRPMS.2018.2797484
  • [12] P. Manfredi, A. Leona, E. Mandelli, A. Perazzo, V. Re, Noise limits in a front-end system based on time-over-threshold signal processing, Nucl. Instrum. Methods Phys. Res. Sect. Accel. Spectrometers Detect. Assoc. Equip. 439 (2000) 361–367. https://doi.org/10.1016/S0168-9002(99)00852-9
  • [13] T. Orita, T. Orita, H. Takahashi, H. Takahashi, K. Shimazoe, K. Shimazoe, T. Fujiwara, T. Fujiwara, B. Shi, S. Boxuan, A new pulse width signal processing with delay-line and non-linear circuit (for ToT), Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2011). https://doi.org/10.1016/j.nima.2011.01.023.
  • [14] R. Ota, R. Ota, R. Ota, K. Nakajima, K. Nakajima, I. Ogawa, I. Ogawa, Y. Tamagawa, Y. Tamagawa, Y. Tamagawa, Dual time-over-threshold: estimation of decay time and pulse height for scintillation detectors, J. Instrum. (2019). https://doi.org/10.1088/1748-0221/14/11/p11012.
  • [15] J. Jung, J. Jung, Y.S. Choi, Y. Choi, K. bom Kim, K.B. Kim, S. Lee, S. Lee, H. Choe, H. Choe, An improved time over threshold method using bipolar signals., Phys. Med. Biol. (2018). https://doi.org/10.1088/1361-6560/aacab4.
  • [16] A.M. Grant, A.M. Grant, C.S. Levin, C.S. Levin, A new dual threshold time-over-threshold circuit for fast timing in PET, Phys. Med. Biol. (2014). https://doi.org/10.1088/0031-9155/59/13/3421.
  • [17] J. Jakůbek, J. Jakubek, Precise energy calibration of pixel detector working in time-over-threshold mode, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2011). https://doi.org/10.1016/j.nima.2010.06.183.
  • [18] K. Shimazoe, K. Shimazoe, T. Orita, T. Orita, Y. Nakamura, Y. Nakamura, H. Takahashi, H. Takahashi, Time over threshold based multi-channel LuAG-APD PET detector, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2013). https://doi.org/10.1016/j.nima.2013.05.141.
  • [19] T. Orita, T. Orita, K. Shimazoe, K. Shimazoe, H. Takahashi, H. Takahashi, The dynamic time-over-threshold method for multi-channel APD based gamma-ray detectors, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2015). https://doi.org/10.1016/j.nima.2014.12.014.
  • [20] K. Shimazoe, K. Shimazoe, K. Shimazoe, H. Takahashi, H. Takahashi, B. Shi, B. Shi, T. Orita, T. Orita, T. Furumiya, T. Furumiya, J. Ooi, J. Ooi, Y. Kumazawa, Y. Kumazawa, Dynamic time over threshold method, IEEE Trans. Nucl. Sci. (2012). https://doi.org/10.1109/tns.2012.2215338.
  • [21] P. Siegel, Cal Poly Pomona Physics Department Gamma Detector Data Files, Cal Poly Pomona Phys. Dep. Gamma Detect. Data Files (2018). https://www.cpp.edu/~pbsiegel/nuclear.html, Accessed 5 August 2018.
  • [22] S. Sharma, J. Chhokar, C. Curceanu, E. Czerwiński, M. Dadgar, K. Dulski, J. Gajewski, A. Gajos, M. Gorgol, N. Gupta-Sharma, Estimating relationship between the time over threshold and energy loss by photons in plastic scintillators used in the J-PET scanner, EJNMMI Phys. 7 (2020) 1–15. https://doi.org/10.1186/s40658-020-00306-x

An Embedded FPGA Design for Double-Time-Over-Threshold (DToT) Measurement

Year 2025, Volume: 13 Issue: 4, 382 - 387, 31.12.2025
https://doi.org/10.17694/bajece.1615108
https://izlik.org/JA45EU75TB

Abstract

This study presents a novel embedded FPGA design utilizing Time-over-Threshold (ToT) and Double-Time-over-Threshold (DToT) methods, addressing the limitations of traditional analog-to-digital converters (ADCs). The ToT method has gained popularity due to its advantages in power consumption, cost, and integration, yet it faces challenges such as energy vs. time resolution trade-offs and signal nonlinearity. The proposed DToT method aims to mitigate these issues by employing two thresholds, offering improved energy resolution and reduced nonlinearity compared to single-threshold ToT methods. The system is implemented on a Zynq System-on-Chip (SoC) that integrates an FPGA with an ARM CPU, enabling dynamically adjustable thresholds, high-precision timing measurements, and flexible data processing capabilities. The evaluation was conducted using a CAEN DT4800 Digital Detector Emulator, which generated signals from a 3-inch NaI detector exposed to a 22Na radioactive source. The results demonstrate the superior precision of the DToT method, particularly at lower energies, with σ/μ ratios of 1.82% and 3.82% for the 511 keV and 1275 keV peaks, respectively. This FPGA-based approach provides a versatile and high-precision solution for instrumentation applications, offering significant advantages over traditional ADCs and single-threshold ToT methods. The integration of an ARM CPU with FPGA logic allows for flexible and tunable signal processing, making it suitable for a wide range of applications, including particle physics experiments, medical imaging systems, and industrial sensors. The study underscores the potential of DToT for high-resolution spectroscopy and suggests areas for future research, such as optimizing the system for specific experimental setups in scintillation gamma cameras or positron emission tomography (PET).

References

  • [1] I. Kipnis, T. Collins, J. DeWitt, S. Dow, A. Frey, A. Grillo, R. Johnson, W. Kroeger, A. Leona, L. Luo, E. Mandelli, P.F. Manfredi, M. Melani, M. Momayezi, F. Morsani, M. Nyman, M. Pedrali-Noy, P. Poplevin, E. Spencer, V. Re, N. Roe, A time-over-threshold machine: the readout integrated circuit for the BABAR Silicon Vertex Tracker, IEEE Trans. Nucl. Sci. 44 (1997) 289–297. https://doi.org/10.1109/23.603658.
  • [2] F. Powolny, E. Auffray, H. Hillemanns, P. Jarron, P. Lecoq, T.C. Meyer, D. Moraes, A Novel Time-Based Readout Scheme for a Combined PET-CT Detector Using APDs, IEEE Trans. Nucl. Sci. 55 (2008) 2465–2474. https://doi.org/10.1109/TNS.2008.2004036.
  • [3] Z. Deng, A.K. Lan, X. Sun, C. Bircher, Y. Liu, Y. Shao, Development of an Eight-Channel Time-Based Readout ASIC for PET Applications, IEEE Trans. Nucl. Sci. 58 (2011) 3212–3218. https://doi.org/10.1109/TNS.2011.2165557.
  • [4] G. Mazza, D. Calvo, F. Cossio, P. De Remigis, F. Lenta, M. Mignone, R. Wheadon, J. Becker, K.T. Brinkmann, M. Caselle, A. Kopmann, O. Manzhura, M. Peter, V. Sidorenko, P. Stanek, T. Stockmanns, L. Tomasek, N. Troll, K.L. Unger, H.G. Zaunick, ToASt: A 64-channel ASIC for the readout of the Silicon Strip Detectors of the PANDA experiment, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 1071, (2025), 170069, https://doi.org/10.1016/j.nima.2024.170069.
  • [5] É. Gaudin, E. Gaudin, C. Thibaudeau, C. Thibaudeau, L. Arpin, L. Arpin, H. Bouziri, H. Bouziri, R. Fontaine, R. Fontaine, R. Lecomte, R. Lecomte, Dual-threshold Time-over-Threshold nonlinearity correction for PET detectors, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2020). https://doi.org/10.1016/j.nima.2020.164100.
  • [6] F. Zocca, F. Zocca, A. Pullia, A. Pullia, A. Pullia, D. Bazzacco, D. Bazzacco, G. Pascovici, G. Pascovici, G. Pascovici, A time-over-threshold technique for wide dynamic range gamma-ray spectroscopy with the AGATA detector, IEEE Trans. Nucl. Sci. (2009). https://doi.org/10.1109/tns.2009.2023905.
  • [7] C.-M. Chang, J.W. Cates, C.S. Levin, Time-over-threshold for pulse shape discrimination in a time-of-flight phoswich PET detector, Phys. Med. Biol. 62 (2017) 258–271. https://doi.org/10.1088/1361-6560/62/1/258.
  • [8] W. Shen, T. Harion, H. Chen, K. Briggl, V. Stankova, Y. Munwes, H.-C. Schultz-Coulon, A silicon photomultiplier readout ASIC for time-of-flight applications using a new time-of-recovery method, IEEE Trans. Nucl. Sci. 65 (2018) 1196–1202. https://doi.org/10.1109/TNS.2018.2821769
  • [9] A.L. Goertzen, D. Van Elburg, Performance characterization of MPPC modules for TOF-PET applications, IEEE Trans. Radiat. Plasma Med. Sci. 3 (2018) 475–482. https://doi.org/10.1109/TRPMS.2018.2885439
  • [10] M. Yoshino, K. Kamada, Y. Shoji, A. Yoshikawa, K. Shimazoe, A. Lipovec, H. Takahashi, K. Fujiwara, M. Takahashi, T. Momose, Development and performance evaluation of time-over-threshold based digital PET (TODPET2) scanner using SiPM/Ce: GAGG-arrays for non-invasive measurement of blood RI concentrations, J. Instrum. 12 (2017) C02028. https://doi.org/10.1088/1748-0221/12/02/C02028
  • [11] M. Ahnen, R. Becker, A. Buck, C. Casella, V. Commichau, D. Di Calafiori, G. Dissertori, A. Eleftheriou, J. Fischer, A.S. Howard, Performance measurements of the SAFIR prototype detector with the STiC ASIC readout, IEEE Trans. Radiat. Plasma Med. Sci. 2 (2018) 250–258. https://doi.org/10.1109/TRPMS.2018.2797484
  • [12] P. Manfredi, A. Leona, E. Mandelli, A. Perazzo, V. Re, Noise limits in a front-end system based on time-over-threshold signal processing, Nucl. Instrum. Methods Phys. Res. Sect. Accel. Spectrometers Detect. Assoc. Equip. 439 (2000) 361–367. https://doi.org/10.1016/S0168-9002(99)00852-9
  • [13] T. Orita, T. Orita, H. Takahashi, H. Takahashi, K. Shimazoe, K. Shimazoe, T. Fujiwara, T. Fujiwara, B. Shi, S. Boxuan, A new pulse width signal processing with delay-line and non-linear circuit (for ToT), Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2011). https://doi.org/10.1016/j.nima.2011.01.023.
  • [14] R. Ota, R. Ota, R. Ota, K. Nakajima, K. Nakajima, I. Ogawa, I. Ogawa, Y. Tamagawa, Y. Tamagawa, Y. Tamagawa, Dual time-over-threshold: estimation of decay time and pulse height for scintillation detectors, J. Instrum. (2019). https://doi.org/10.1088/1748-0221/14/11/p11012.
  • [15] J. Jung, J. Jung, Y.S. Choi, Y. Choi, K. bom Kim, K.B. Kim, S. Lee, S. Lee, H. Choe, H. Choe, An improved time over threshold method using bipolar signals., Phys. Med. Biol. (2018). https://doi.org/10.1088/1361-6560/aacab4.
  • [16] A.M. Grant, A.M. Grant, C.S. Levin, C.S. Levin, A new dual threshold time-over-threshold circuit for fast timing in PET, Phys. Med. Biol. (2014). https://doi.org/10.1088/0031-9155/59/13/3421.
  • [17] J. Jakůbek, J. Jakubek, Precise energy calibration of pixel detector working in time-over-threshold mode, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2011). https://doi.org/10.1016/j.nima.2010.06.183.
  • [18] K. Shimazoe, K. Shimazoe, T. Orita, T. Orita, Y. Nakamura, Y. Nakamura, H. Takahashi, H. Takahashi, Time over threshold based multi-channel LuAG-APD PET detector, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2013). https://doi.org/10.1016/j.nima.2013.05.141.
  • [19] T. Orita, T. Orita, K. Shimazoe, K. Shimazoe, H. Takahashi, H. Takahashi, The dynamic time-over-threshold method for multi-channel APD based gamma-ray detectors, Nucl. Instrum. Methods Phys. Res. Sect. -Accel. Spectrometers Detect. Assoc. Equip. (2015). https://doi.org/10.1016/j.nima.2014.12.014.
  • [20] K. Shimazoe, K. Shimazoe, K. Shimazoe, H. Takahashi, H. Takahashi, B. Shi, B. Shi, T. Orita, T. Orita, T. Furumiya, T. Furumiya, J. Ooi, J. Ooi, Y. Kumazawa, Y. Kumazawa, Dynamic time over threshold method, IEEE Trans. Nucl. Sci. (2012). https://doi.org/10.1109/tns.2012.2215338.
  • [21] P. Siegel, Cal Poly Pomona Physics Department Gamma Detector Data Files, Cal Poly Pomona Phys. Dep. Gamma Detect. Data Files (2018). https://www.cpp.edu/~pbsiegel/nuclear.html, Accessed 5 August 2018.
  • [22] S. Sharma, J. Chhokar, C. Curceanu, E. Czerwiński, M. Dadgar, K. Dulski, J. Gajewski, A. Gajos, M. Gorgol, N. Gupta-Sharma, Estimating relationship between the time over threshold and energy loss by photons in plastic scintillators used in the J-PET scanner, EJNMMI Phys. 7 (2020) 1–15. https://doi.org/10.1186/s40658-020-00306-x
There are 22 citations in total.

Details

Primary Language English
Subjects Electrical Engineering (Other)
Journal Section Research Article
Authors

Aydın Tarık Zengin 0000-0002-0860-4509

Submission Date January 7, 2025
Acceptance Date February 12, 2025
Publication Date December 31, 2025
DOI https://doi.org/10.17694/bajece.1615108
IZ https://izlik.org/JA45EU75TB
Published in Issue Year 2025 Volume: 13 Issue: 4

Cite

APA Zengin, A. T. (2025). An Embedded FPGA Design for Double-Time-Over-Threshold (DToT) Measurement. Balkan Journal of Electrical and Computer Engineering, 13(4), 382-387. https://doi.org/10.17694/bajece.1615108

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