使用基于MMPP-2模型的高海拔平台在平流层进行粒子检测系统分析
Mario Eduardo Rivero-Ángeles1, Izlian Y Orea-Flores1, Mario Alberto Mendoza-Bárcenas2
1Centro de Investigación en Computación del Instituto Politécnico Nacional (CIC-IPN), Av. Juan de Dios Bátiz S/N, Nueva Industrial Vallejo, Mexico City 07700, Mexico.
Sensors (Basel, Switzerland)
|December 11, 2025
概括
本研究介绍了一种数学模型,用于估计高空平台 (HAP) 任务的能量消耗和传感器性能,以测量平流层粒子. 分析有助于评估任务可行性,并优化污染物检测系统.
科学领域:
- 大气科学 大气科学
- 航空航天工程是航空航天工程.
- 环境监测环境监测环境监测
背景情况:
- 高海拔平台 (HAP) 对于平流层污染物测量至关重要.
- 现有的HAP任务缺乏对传感器能量使用和实验效率的性能分析.
- 有限的能源资源和有效载荷重量的限制需要进行任务前的可行性评估.
研究的目的:
- 开发一个数学框架来分析HAP传感器系统的能耗.
- 估计基于HAP的实验可以检测到的粒子数量.
- 评估平流层污染物检测系统的整体性能和可行性.
主要方法:
- 基于潜在轨迹和粒子密度的能量消耗的数学分析.
- 开发一个传感器性能估计模型.
- 使用指数分布假设的马尔科夫调制波桑过程 (MMPP-2) 的应用.
主要成果:
- 提供了一种方法来确定HAP测量系统的能源消耗.
- 估计可检测粒子的数量,表明传感器系统的性能.
- 建立了未来扩展和分析的基础模型.
结论:
- 拟议的分析对于评估HAP污染物检测任务的可行性至关重要.
- 了解能源消耗和传感器效率对于任务的成功至关重要.
- MMPP-2模型为基于HAP的环境监测的未来研究提供了一个可扩展的方法.
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