量子场论与不可分辨目标跟踪

M. Ulmke
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引用次数: 1

摘要

在许多粒子物理学中,Fock空间方法用于研究未知和可变粒子数的系统。它最初是为量子系统引入的,也可以应用于经典统计系统。在本文中,我们回顾了Fock空间方法的主要性质,包括第二量化公式,并证明了它与处理变数量不可区分目标的多目标跟踪方法的对应关系。对应关系包括多目标状态的表示、不可区分目标的对称概率密度、集合积分、线性算子的期望值和概率生成泛函。对比了许多粒子物理和多目标跟踪所面临的挑战,讨论了场论技术在多目标跟踪中的可能应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantum Field Theory and Tracking of Indistinguishable Targets
In many particle physics, the Fock space approach is used to study systems with unknown and variable particle numbers. Originally introduced for quantum systems, it can be applied to classical statistical systems, too. In this paper we review the main properties of the Fock space approach, including the second quantization formulation, and demonstrate the correspondence to approaches in multi-target tracking dealing with varying numbers of indistinguishable targets. The correspondence include the representation of the multi-object state, the symmetrized probability density for indistinguishable objects, set integrals, the expectation values of linear operators, and the probability generating functional. The challenges of many particle physics and multi-target tracking are contrasted and possible applications of field theoretic techniques to multi-target tracking are discussed.
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