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Energy-Delay Tradeoff and Dynamic Sleep Switching for Bluetooth-Like Body-Area Sensor Networks

机译:蓝牙类体感传感器网络的能量延迟权衡和动态睡眠切换

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Wireless technology enables novel approaches to healthcare, in particular the remote monitoring of vital signs and other parameters indicative of people's health. This paper considers a system scenario relevant to such applications, where a smart-phone acts as a data-collecting hub, gathering data from a number of wireless-capable body sensors, and relaying them to a healthcare provider host through standard existing cellular networks. Delay of critical data and sensors' energy efficiency are both relevant and conflicting issues. Therefore, it is important to operate the wireless body-area sensor network at some desired point close to the optimal energy-delay tradeoff curve. This tradeoff curve is a function of the employed physical-layer protocol: in particular, it depends on the multiple-access scheme and on the coding and modulation schemes available. In this work, we consider a protocol closely inspired by the widely-used Bluetooth standard. First, we consider the calculation of the minimum energy function, i.e., the minimum sum energy per symbol that guarantees the stability of all transmission queues in the network. Then, we apply the general theory developed by Neely to develop a dynamic scheduling policy that approaches the optimal energy-delay tradeoff for the network at hand. Finally, we examine the queue dynamics and propose a novel policy that adaptively switches between connected and disconnected (sleeping) modes. We demonstrate that the proposed policy can achieve significant gains in the realistic case where the control "NULL" packets necessary to maintain the connection alive, have a non-zero energy cost, and the data arrival statistics corresponding to the sensed physical process are bursty.
机译:无线技术实现了新颖的医疗保健方法,尤其是对生命体征和其他指示人们健康的参数进行远程监控。本文考虑了与此类应用相关的系统场景,其中,智能手机充当数据收集中心,从许多具有无线功能的人体传感器中收集数据,并将它们通过标准的现有蜂窝网络中继到医疗服务提供者主机。关键数据的延迟和传感器的能源效率都是相关且相互矛盾的问题。因此,重要的是在接近最佳能量延迟权衡曲线的某个所需点上操作无线人体区域传感器网络。该折衷曲线是所采用的物理层协议的函数:特别地,它取决于多址方案以及可用的编码和调制方案。在这项工作中,我们考虑一个受广泛使用的蓝牙标准启发的协议。首先,我们考虑最小能量函数的计算,即,每个符号的最小总能量,其保证了网络中所有传输队列的稳定性。然后,我们应用Neely开发的一般理论来开发一种动态调度策略,该策略可以为手头网络实现最佳的能量延迟权衡。最后,我们研究了队列动态,并提出了一种新颖的策略,可以在连接和断开(睡眠)模式之间进行自适应切换。我们证明,在实际情况下,所提出的策略可以实现显着的收益,在这种情况下,维持连接有效的必要控制“ NULL”数据包具有非零能耗,并且与感测到的物理过程相对应的数据到达统计信息是突发性的。

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