对于更高的数据速率的LoRa资源分配算法
Hossein Keshmiri1, Gazi M E Rahman1, Khan A Wahid1
1Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, SK S7N 5A2, Canada.
Sensors (Basel, Switzerland)
|January 25, 2025
概括
本研究介绍了LoRa资源分配 (LRA) 算法,以提高远程LoRa传输的数据速率. LRA算法显著减少了传输时间,并提高了像图像传输这样的应用程序的比特率.
科学领域:
- 无线通信无线通信
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
背景情况:
- 洛拉调制提供长距离,低数据速率传输,非常适合物联网传感器.
- 低数据速率限制了LoRa在像视频监控这样的高通量应用中的使用.
- 在基础设施有限的地区,长距离传输大型文件是一项挑战.
研究的目的:
- 为了引入LoRa资源分配 (LRA) 算法.
- 为了解决LoRa技术中低数据速率的局限性.
- 为了实现并行传输,减少时间和增加比特率.
主要方法:
- 利用LoRa的扩散因子 (SF) 的准直角性.
- 使用带有双个LoRa收发器的终端设备,每个在一个不同的SF上.
- 实验分析的重点是图像传输和参数优化.
主要成果:
- 对于特定的SF组合,总传输时间 (T) 减少了42.36%和19.98%.
- 对于相同的SF组合,比特率 (BR) 增加了73.5%和24.97%.
- 在LoS场景中,在SNR水平高于-5dB时实现高质量的图像传输.
结论:
- 该LRA算法有效地提高了LoRa在高带宽应用程序的吞吐量.
- 使用双 SF 的并行传输显著提高了效率.
- 该LRA算法适用于远程,高通量通信,可靠的图像质量.
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