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Modelling and performance analysis of an adaptive state-transition approach for power saving in Bluetooth

机译:蓝牙中一种节能的自适应状态转换方法的建模和性能分析

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In this paper, an approach is developed to improve the power efficiency of Bluetooth. The better efficiency is achieved by reducing the unnecessary polling operations in the Basic Rate/Enhanced Data Rate (BR/EDR) controllers. An analysis of the current low power modes in the Bluetooth BR/EDR controller indicates that their activation requires a critical and challenging parameter negotiation phase. These parameters have a wide range of choices and as a result the associated low power modes are typically ignored by the Bluetooth application developers. The new approach is based upon multiple polling intervals. It is shown that three different polling intervals: small, medium and large are sufficient for a broad range of data traffic scenarios. As the kernel idea, each controller runs a common algorithm to choose among the three polling intervals and adaptively switches link state between the active data transfer state and idle. The state-transition rules are derived, and a system model is established based on the Hidden Markov Model (HMM), which is used to analyze and design the new Bluetooth link state-transition algorithm. The simulation and analysis demonstrates significant power saving and relatively low average end-to-end packet delay for this state-transition based approach, in comparison to the conventional polling system and the low power sniff mode. Moreover, the state-transition approach enables easier parameter setting that can be further optimized for a specific Bluetooth scenario.
机译:在本文中,开发了一种方法来提高蓝牙的电源效率。通过减少基本速率/增强数据速率(BR / EDR)控制器中不必要的轮询操作,可以实现更高的效率。对蓝牙BR / EDR控制器中当前低功耗模式的分析表明,它们的激活需要关键且具有挑战性的参数协商阶段。这些参数具有广泛的选择范围,因此,蓝牙应用程序开发人员通常会忽略相关的低功耗模式。新方法基于多个轮询间隔。结果表明,三种不同的轮询间隔:小,中和大足以满足各种数据流量情况。作为内核思想,每个控制器运行一个通用算法以在三个轮询间隔中进行选择,并在活动数据传输状态和空闲状态之间自适应地切换链接状态。推导了状态转换规则,并基于隐马尔可夫模型(HMM)建立了系统模型,用于分析和设计新的蓝牙链路状态转换算法。仿真和分析表明,与传统的轮询系统和低功耗嗅探模式相比,这种基于状态转换的方法可显着节省功耗,并且平均端到端分组延迟相对较低。此外,状态转换方法使参数设置更加容易,可以针对特定的蓝牙场景进一步优化参数设置。

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