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Energy-delay aware Restricted Access Window with novel retransmission for IEEE 802.11ah networks

机译:能量延迟感知限制访问窗口,具有IEEE 802.11ah网络的新颖重传

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摘要

Restricted Access Window (RAW) has been introduced to IEEE 802.11ah MAC layer to decrease collision probability. However, the inappropriate application of RAW duration for diverse groups of devices would increase uplink energy consumption, delay and lower down the data rate. In this paper, we study a RAW optimization problem with a novel retransmission scheme that utilizes the next empty slot for retransmission in the uplink. The problem is formulated based on overall energy efficiency and delay of each RAW by applying probability theory and Markov Chain. To jointly optimize energy efficiency and delay, an energy-delay aware window control algorithm is proposed to adapt RAW size by estimating the number of time slots and internal slot duration in one RAW for different groups. The optimal solution is derived by applying Gradient Descent approach. Simulation results show that our proposed algorithm improves up to 113.3% energy efficiency and reduces 53.4% delay compared to the existing RAW.
机译:限制访问窗口(RAW)已被引入IEEE 802.11ah MAC层以降低冲突概率。但是,将RAW持续时间不适用于各种设备组会增加上行链路能耗,延迟并降低数据速率。在本文中,我们使用一种新颖的重传方案研究RAW优化问题,该方案利用上行链路中的下一个空时隙进行重传。通过应用概率论和马尔可夫链,根据总能效和每个RAW的延迟来提出问题。为了共同优化能量效率和延迟,提出了一种能量延迟感知窗口控制算法,通过估计一个RAW中不同组的时隙数和内部时隙持续时间来适应RAW大小。最佳解决方案是通过应用梯度下降方法得出的。仿真结果表明,与现有的RAW相比,我们提出的算法可提高113.3%的能源效率,并减少53.4%的延迟。

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