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A new approach to dynamically trade off performance and energy consumption in wireless communication systems

机译:动态权衡无线通信系统中性能和能耗的新方法

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The current demand in increasing data rate and quality of service in wireless communication has to cope with an energy budget severely constrained by autonomy and ubiquity requirements. Trading off performance and energy consumption deserves the highest attention to enable the "anything, anywhere, anytime" paradigm. However, wireless systems are traditionally dimensioned according to worst-case context scenarios, where the high dynamism of the propagation environment and the user requirements are not exploited. To exploit this dynamism, potentially enabling disruptive energy reduction, we propose a novel approach that trades off performance and energy by regularly reconfiguring the system in order to match the user requirements in given propagation conditions with the minimal total energy consumption. Simulations for a representative scenario show that the total energy consumption can be reduced by a factor 5 to 20 while considering system-level parameters only. Moreover, comparing the system dynamism with typical environment- and user-related time constants shows that implementing the configuration optimization at run-time with the proposed approach can be done with very limited overhead.
机译:当前对提高无线通信中的数据速率和服务质量的需求必须解决受自主性和普遍性要求严重限制的能源预算。权衡性能和能耗应引起最高重视,以实现“随时随地,随时随地”的范例。然而,无线系统传统上是根据最坏情况的情境来确定尺寸的,在情境中,没有充分利用传播环境的高动态性和用户需求。为了利用这种动力,潜在地减少破坏性能源,我们提出了一种新颖的方法,该方法通过定期重新配置系统来权衡性能和能量,以便在给定的传播条件下以最小的总能耗来满足用户需求。针对典型场景的仿真显示,仅考虑系统级参数,总能耗就可以降低5到20倍。此外,将系统动态性与典型的与环境和用户相关的时间常数进行比较表明,使用所提出的方法在运行时实施配置优化可以在非常有限的开销下完成。

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