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Power-efficient and interference-free link scheduling algorithms for connected wireless sensor networks

机译:连接无线传感器网络的功能高效和无干扰链路调度算法

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A fundamental aspect in performance engineering of wireless sensor networks (WSN) is optimizing the set of links that can be concurrently activated to meet a given signal-to-interference-plus-noise ratio (SINR) threshold. The solution of this combinatorial problem is a key element in wireless link scheduling. Another key architectural goal in WSN is connectivity. The connectivity of sensor nodes is critical for WSN, as connected graphs can be used for both data collection and data dissemination. In this paper, we investigate the joint scheduling and connectivity problem in WSN assuming the SINR model. We propose algorithms to build connected communication graphs with power-efficient links to be scheduled simultaneously in one time slot. The algorithms aiming at minimizing the number of time slots needed to successfully schedule all the given links such that the nodes can communicate without interference in the SINR model. While power-efficient and interference-free schedules reduce energy consumption, minimization of the schedule length (shortest link scheduling) has the effect of maximizing network throughput. We propose one greedy randomized constructive heuristic, two local search procedures, and three greedy randomized adaptive search procedures metaheuristics. We report computational experiments comparing the effectiveness of the proposed algorithms. Our simulation also shows the trade-off between power consumption and schedule length and the results indicate that not only the overall performance of our algorithms, but also show that the total power and schedule length value of its solutions are better than the existing work.
机译:无线传感器网络(WSN)性能工程中的一个基本方面是优化可以同时激活的链路集,以满足给定的信号到干扰 - 加噪声比(SINR)阈值。该组合问题的解决方案是无线链路调度中的关键元素。 WSN中的另一个主要架构目标是连接。传感器节点的连接对于WSN至关重要,因为连接的图形可用于数据收集和数据传播。在本文中,我们在假设SINR模型中调查WSN中的联合调度和连接问题。我们提出算法以在一个时隙中同时调度的具有功率有效链路的连接通信图。旨在最小化成功安排所有给定链路所需的时间槽数的算法,使得节点可以在不干扰SINR模型中进行通信。虽然功能高效和无干扰时间表降低能耗,但最小化调度长度(最短链路调度)​​具有最大化网络吞吐量的效果。我们提出一个贪婪的随机建设性启发式,两个本地搜索程序,以及三个贪婪的随机自适应搜索程序的陨灭性。我们报告计算实验比较了所提出的算法的有效性。我们的仿真还显示了功耗和调度长度之间的权衡,结果表明,不仅是我们算法的整体性能,而且表明其解决方案的总功率和时间表长度优于现有工作。

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