对于物联网应用中的能源优化,LoRa电源模型
Juan Luis Soler-Fernández1, Omar Romera1, Angel Diéguez1
1Department of Electronics and Biomedical Engineering, Universitat de Barcelona, 08028 Barcelona, Spain.
Sensors (Basel, Switzerland)
|January 10, 2026
概括
我们开发了LoRa收发器的功率模型,以优化无电池物联网 (IoT) 节点的能源效率. 该模型准确地预测了功耗,有助于设计超低功耗遥感系统.
科学领域:
- 电子 电子 电子 电子 电子 电子 电子
- 计算机工程 计算机工程
- 无线通信无线通信
背景情况:
- 对物联网 (IoT) 节点来说,能源效率至关重要,特别是那些使用没有电池的能源采集的节点.
- 开发精确的功耗模型对于优化低功耗物联网设备的设计至关重要.
研究的目的:
- 为Semtech SX1276 LoRa收发器创建一个参数功率模型.
- 为了能够准确地预测超低功率遥感场景中的平均功耗.
主要方法:
- 在各种状态下对LoRa收发器的表征:启动,传输,接收和休眠.
- 开发一个基于国家的模型,根据传输功率,休眠策略,包装和数据速率预测电力消耗.
- 在Python模拟器中实现模型,以获得平均值,最佳情况和最差情况的功耗估计.
主要成果:
- 实验验证显示,立方体适合传输峰值,确定系数为0.99.
- 接收功耗被建模为一个常数.
- 该模型的预测在基于ASIC的传感器节点上得到了验证,达到测量值的10%内的准确性.
结论:
- 开发的功率模型有效地预测了物联网应用的LoRa收发器能耗.
- 该框架有助于理解能源效率与强度的权衡,支持用于超低功耗物联网节点的定制控制器设计.
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