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Radio Access Techniques for Energy Effcient and Energy Harvesting based Wireless Sensor Networks

机译:基于能量效率和能量收集的无线传感器网络无线接入技术

摘要

Traditional Wireless Sensor Networks (WSN) rely on batteries with finite stored energy. In the future with billions of such devices, it will be difficult to replace and dispose their batteries, which can cause a huge environmental threat. Hence, research is being done to eliminate batteries from sensor devices and replace them with harvesters. These harvesters can power the sensor network nodes by extracting energy from ambient sources. Harvesters are already being implemented in many real-life applications like structural health monitoring, environment monitoring and body area networks. A sensor network of multiple energy harvesting enabled devices is known as Energy Harvesting based Wireless Sensor Network (EH-WSN). For uninterrupted operation of EH-WSN, radio protocols must consider the energy harvesting constraints; (i) energy harvesting process unpredictability and; (ii) energy harvesting rate variations in time and space. EH-WSN comes with unique traits which discourage the use of existing WSNs radio protocols, as most of existing protocols are focussed on decreasing the energy consumption and increasing the network lifetime. This thesis work focusses on modifying an existing energyefficient Multipath Rings (MPR) routing protocol for low-power and low-bandwidth EH-WSN and evaluating its performance through simulations. Firstly, the topology setup phase is revised by implementing a new ring formation scheme for better data reliability. Secondly, controlled flooding of data packets is used by enabling selective forwarding, which leads to decrease in network traffic and overall energy consumption. Lastly, every node is equipped with a neighbors’ table on-board which helps in making energy-related routing decisions in multi-hop networks. A periodic energy update packet transmission helps in keeping latest neighbor information. This modified version of MPR routing protocol is called Energy Harvesting based Multipath Rings (EH-MPR) routing. This work also provides a comprehensive survey on existing MAC and Routing protocols for energy efficient and energy harvesting based WSNs.Through this work, the main constraints on using existing energy-efficient protocols for EH-WSN are discussed and depicted with the help of network simulations. The effects of using fixed duty cycle for energy harvesting enabled sensor nodes are outlined by simulating T-MAC (adaptive duty cycle) against S-MAC (fixed duty cycle). For all evaluation metrics, T-MAC outperformed S-MAC. Using Castalia’s realistic wireless channel and radio model, EH-MPR is simulated for low-power, low-data rate and low bandwidth (1 MHz) networks where satisfactory results are obtained for sub-GHz frequencies (433 MHz and 868 MHz). Next, the modified EH-MPR protocol is compared with original MPR routing under practical deployment scenarios. The metrics in consideration are successful packet transmissions, energy consumption, energy harvested-to-consumed ratio and failed packets. After thorough simulations, it was concluded that although the packet success rate is approximately equal for both protocols, EH-MPR has advantages over original MPR routing protocol in terms of energy cost and uninterrupted operations.
机译:传统的无线传感器网络(WSN)依赖于具有有限存储能量的电池。将来,随着数十亿个此类设备的出现,将难以更换和处置其电池,这可能会造成巨大的环境威胁。因此,正在进行研究以消除传感器设备中的电池,并用收割机代替它们。这些收割机可以通过从周围环境中提取能量为传感器网络节点供电。收割机已经在许多实际应用中实现,例如结构健康监测,环境监测和人体局域网。支持多个能量收集的设备的传感器网络称为基于能量收集的无线传感器网络(EH-WSN)。对于EH-WSN的不间断运行,无线电协议必须考虑能量收集约束。 (i)能量收集过程不可预测;以及(ii)能量收集率随时间和空间的变化。 EH-WSN具有独特的特性,这些特性会阻止使用现有的WSN无线协议,因为大多数现有协议都集中在降低能耗和延长网络寿命上。本文的工作重点是针对低功耗和低带宽EH-WSN修改现有的节能多径环(MPR)路由协议,并通过仿真评估其性能。首先,通过实施新的环形成方案以改善数据可靠性来修改拓扑设置阶段。其次,通过启用选择性转发来使用数据包的受控泛洪,这导致网络流量和总体能耗的减少。最后,每个节点都在板上配备了邻居表,这有助于在多跳网络中制定与能源相关的路由决策。周期性的能量更新分组传输有助于保持最新的邻居信息。 MPR路由协议的此修改版本称为基于能量收集的多路径环(EH-MPR)路由。这项工作还对基于MAC的现有MAC和路由协议进行了全面调查,以实现基于能源效率和能量收集的WSN。通过这项工作,在网络仿真的帮助下,讨论并描绘了将现有节能协议用于EH-WSN的主要限制条件。通过针对S-MAC(固定占空比)模拟T-MAC(自适应占空比),概述了使用固定占空比进行能量收集启用的传感器节点的效果。对于所有评估指标,T-MAC均优于S-MAC。 EH-MPR使用Castalia的实际无线信道和无线电模型,针对低功率,低数据速率和低带宽(1 MHz)网络进行了仿真,在亚GHz频率(433 MHz和868 MHz)上可获得令人满意的结果。接下来,将修改后的EH-MPR协议与实际部署方案下的原始MPR路由进行比较。考虑的度量标准是成功的数据包传输,能量消耗,能量收集与消耗的比率以及失败的数据包。经过全面的模拟,得出的结论是,尽管两种协议的数据包成功率都大致相等,但是EH-MPR在能源成本和不中断操作方面比原始MPR路由协议具有优势。

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    Sharma Kartik;

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