通过移动能源有限充电设备最大限度地提高无线可充电传感器网络的寿命
Guoqing Liu1, Yaqian Chen2, Wanguo Jiao2
1Nanjing Research Institute of Electronics Technology, Nanjing 210039, China.
Sensors (Basel, Switzerland)
|September 28, 2023
概括
本研究介绍了使用移动充电设备 (MCD) 的无线传感器网络的新充电策略. 优化的方法通过智能地管理必要传感器节点的能源来提高网络寿命和充电效率.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 网络工程 网络工程
背景情况:
- 无线传感器网络 (WSNs) 面临能源限制,影响其运行寿命.
- 现有的移动充电设备 (MCD) 策略往往忽略了诸如冗余节点等关键因素,限制了网络寿命.
- 提高WSN寿命和充电效率仍然是关键的研究挑战.
研究的目的:
- 为WSN使用单一,能源有限的MCD提出一个优化的充电策略.
- 通过优先考虑需要最多支持的基本传感器节点来提高网络寿命.
- 为了最大限度地利用MCD能源,实现持续的网络运行.
主要方法:
- 开发了一种算法来识别最少的传感器节点集,这些节点对于保持网络覆盖和连接而至关重要,并且需要最少的能源.
- 重构了网络寿命最大化问题,以专注于为这些必不可少的节点进行最佳的MCD能量分配.
- 基于MCD相对于基本节点能量需求的能量容量而设计的自适应充电算法,平衡中断时间和寿命最大化.
主要成果:
- 拟议的战略显著延长了WSNs的网络寿命.
- 与现有方法相比,模拟实验表明充电效率有所提高.
- 该算法有效地支持具有最高能源需求的传感器节点,确保网络稳定性.
结论:
- 新的充电策略有效地解决了WSN中的能源短缺问题.
- 对MCD的智能能源管理对于最大限度地提高WSN寿命和性能至关重要.
- 拟议的方法为延长无线传感器网络运行时间提供了一个实际的解决方案.
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