Maximizing Network Lifetime of WirelessHART Networks under Graph Routing

Chengjie Wu, Dolvara Gunatilaka, Abusayeed Saifullah, M. Sha, P. Tiwari, Chenyang Lu, Yixin Chen
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引用次数: 40

Abstract

Industrial Wireless Sensor-Actuator Networks (WSANs) enable Internet of Things (IoT) to be incorporated in industrial plants. The dynamics of industrial environments and stringent reliability requirements necessitate high degrees of fault tolerance. WirelessHART is an important industrial standard for WSANs that have seen world-wide deployments. WirelessHART employs graph routing to enhance network reliability through multiple paths. Since many industrial devices operate on batteries in harsh environments where changing batteries is prohibitively labor-intensive, WirelessHART networks need to achieve a long network lifetime. To meet industrial demand for long-term reliable communication, this paper studies the problem of maximizing network lifetime for WirelessHART networks under graph routing. We first formulate the network lifetime maximization problem and prove it is NP-hard. Then, we propose an optimal algorithm based on integer programming, a linear programming relaxation algorithm and a greedy heuristic algorithm to prolong the network lifetime of WirelessHART networks. Experiments in a physical testbed and simulations show our algorithms can improve the network lifetime by up to 60% while preserving the reliability benefits of graph routing.
图路由下无线shart网络生存期最大化研究
工业无线传感器-执行器网络(wsan)使物联网(IoT)能够融入工业工厂。动态的工业环境和严格的可靠性要求需要高度的容错能力。WirelessHART是wsan的重要工业标准,已在全球范围内部署。WirelessHART采用图路由,通过多路径增强网络可靠性。由于许多工业设备在恶劣的环境中使用电池,在这种环境中更换电池是非常劳动密集型的,因此无线shart网络需要实现较长的网络寿命。为了满足工业对长期可靠通信的需求,本文研究了图路由下无线shart网络的网络生存期最大化问题。我们首先提出了网络生命周期最大化问题,并证明了它是np困难的。在此基础上,提出了一种基于整数规划的优化算法、一种线性规划松弛算法和一种贪婪启发式算法来延长无线shart网络的网络寿命。在物理测试平台上的实验和仿真表明,我们的算法可以在保留图路由的可靠性优势的同时,将网络寿命提高高达60%。
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