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基于射线追踪器的频谱环境地图数据集在3D动态构建场景下的3D动态构建场景
Xuan Wang1, Xiaomin Chen1, Yiran Chen1
1College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
Data in brief
|June 16, 2025
概括
本研究介绍了3D动态建成区域的模拟频谱强度数据集. 该数据集有助于理解收到信号强度 (RSS) 分布和辐射源对频谱环境图 (SEM) 的影响.
科学领域:
- 无线通信是一种无线通信.
- 电磁学 电磁学 电磁学 电磁学
- 数据科学是数据科学.
背景情况:
- 频谱环境图 (SEMs) 对于在动态3D环境中描述时空信号强度至关重要.
- 现有的SEM数据集支持诸如频谱映射和资源管理等应用程序.
- 在城市环境中了解接收信号强度 (RSS) 对网络性能至关重要.
研究的目的:
- 为3D动态构建场景提供一种新的模拟频谱强度数据集.
- 促进对RSS分布和移动辐射源对SEM的影响的研究.
- 为高级应用程序提供基础,例如SEM完成和网络优化.
主要方法:
- 使用射线追踪模拟来生成数据集.
- 模拟模拟了一个具有多个辐射源的3D动态建筑环境.
- 在600秒的时间内,在不同高度 (2米,25米,50米,80米) 收集数据.
主要成果:
- 创建了一个全面的600秒动态SEM数据集.
- 数据集以250x250x600张量形式存储在一个.mat文件中.
- 模拟捕获了频谱强度的时空变化.
结论:
- 模拟数据集对于探索建筑区的RSS分布至关重要.
- 它澄清了辐射源运动对SEM的影响.
- 该数据集支持SEM完成,源本地化,通道建模和网络优化方面的进展.
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