Network Coding for Efficient Error Recovery in Wireless Sensor Networks for Medical Applications

S. Marinkovic, E. Popovici
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引用次数: 35

Abstract

Modern medical wireless systems present a challenge where communication reliability is crucial, but the resources are limited, since medical devices carried on a patient need to be small. We propose, simulate and analyze one relay network, and show that network coding along with redundancy can be used as a very efficient error recovery mechanism that greatly improves network reliability at very low computational and hardware cost. Thus, network coding can be an interesting method for reliability improvement in medical systems such as Wireless Body Area Networks (WBAN). A network coding scheme is proposed and simulated, and the optimal method according to that scheme is analyzed. Practical and fast decoding algorithm is presented. We then simulate the proposed network and the optimal method and compare it with the regular redundant network. Simulations show great improvement compared to regular redundant transfer, for very small computational cost. Finally, we simulate and show that the proposed network is still functional and operational even in case where one relay point is off.
医疗用无线传感器网络中有效错误恢复的网络编码
现代医疗无线系统提出了一个挑战,其中通信可靠性至关重要,但资源有限,因为患者携带的医疗设备需要很小。我们提出、模拟和分析了一个中继网络,并表明网络编码和冗余可以作为一种非常有效的错误恢复机制,以非常低的计算和硬件成本大大提高了网络的可靠性。因此,网络编码可以成为提高医疗系统(如无线体域网络(WBAN))可靠性的一种有趣的方法。提出了一种网络编码方案并进行了仿真,分析了基于该方案的优化方法。提出了实用、快速的译码算法。然后对所提出的网络和优化方法进行了仿真,并与常规冗余网络进行了比较。仿真结果表明,与常规冗余传输相比,在很小的计算成本下,该方法有了很大的改进。最后,我们模拟并证明,即使在一个中继点关闭的情况下,所提出的网络仍然可以正常运行。
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