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Topology design and cross-layer optimization for wireless body sensor networks

机译:无线人体传感器网络的拓扑设计和跨层优化

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摘要

Wireless Body Sensor Networks play a crucial role in digital health care nowadays. Due to the size limitation on the sensor nodes and the life critical characteristics of the signals, there are stringent requirements on network’s reliability and energy efficiency. In this article, we propose a mathematical optimization problem that jointly considers network topology design and cross-layer optimization in WBSNs. We introduce multilevel primal and dual decomposition methods and manage to solve the proposed non-convex mixed-integer optimization problem. A solution with fast convergence rate based on binary search is provided. Simulation results have been supplemented to show that our proposed method yields much better performance than existing solutions.
机译:如今,无线人体传感器网络在数字医疗保健中起着至关重要的作用。由于传感器节点的大小限制和信号的生命关键特性,对网络的可靠性和能效有严格的要求。在本文中,我们提出了一个数学优化问题,该问题综合考虑了WBSN中的网络拓扑设计和跨层优化。我们引入了多级本原和对偶分解方法,并设法解决了提出的非凸混合整数优化问题。提供了一种基于二进制搜索的快速收敛速率的解决方案。仿真结果已得到补充,表明我们提出的方法比现有解决方案具有更好的性能。

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