Project 8 中 CRES 信号的维特比译码
仪器与探测器
2022-06-01 v2 高能物理 - 实验
摘要
回旋辐射发射光谱（CRES）是一种通过高精度频率测量所发射的回旋辐射来确定带电粒子能量的现代方法。对于在 fiducial 体域内含气体的 CRES 实验，信号与噪声动态可用隐马尔可夫模型建模。我们引入维特比算法的新应用，以推导此类充气 CRES 实验中回旋辐射信号最优探测的信息极限，从而提供具体极限，未来的重建算法及探测器设计可受限于此。所得决策规则的有效性使用蒙特卡洛与 Project 8 数据均得到确认。
引用
@article{arxiv.2112.05265,
title = {Viterbi Decoding of CRES Signals in Project 8},
author = {A. Ashtari Esfahani and Z. Bogorad and S. Böser and N. Buzinsky and C. Claessens and L. de Viveiros and M. Fertl and J. A. Formaggio and L. Gladstone and M. Grando and M. Guigue and J. Hartse and K. M. Heeger and X. Huyan and J. Johnston and A. M. Jones and K. Kazkaz and B. H. LaRoque and M. Li and A. Lindman and C. Matthé and R. Mohiuddin and B. Monreal and J. A. Nikkel and E. Novitski and N. S. Oblath and J. I. Peña and W. Pettus and R. Reimann and R. G. H. Robertson and G. Rybka and L. Saldaña and M. Schram and P. L. Slocum and J. Stachurska and Y. -H. Sun and P. T. Surukuchi and A. B. Telles and F. Thomas and M. Thomas and T. Thümmler and L. Tvrznikova and W. Van De Pontseele and B. A. VanDevender and T. E. Weiss and T. Wendler and E. Zayas and A. Ziegler},
journal= {arXiv preprint arXiv:2112.05265},
year = {2022}
}
备注
13 pages, 5 figures