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无线传感器网络的概率的QoS分析

Probabilistic QoS Analysis In Wireless Sensor Networks
作者:Wang, Y. 作者单位:Nebraska Univ.-Lincoln. Dept. of Computer Science and Engineering. 加工时间:2014-02-27 信息来源:科技报告(AD) 索取原文[206 页]
关键词:光机电;传感器;无线网络;QoS分析
摘 要:Emerging applications of wireless sensor networks (WSNs) require real-time quality of service (QoS) guarantees to be provided by the network. Traditional analysis work only focuses on the first-order statistics, such as the mean and the variance of the QoS performance. However, due to unique characteristics of WSNs, a cross-layer probabilistic analysis of QoS performance is essential. In this dissertation, a comprehensive cross-layer probabilistic analysis framework is developed to investigate the probabilistic evaluation and optimization of QoS performance provided by WSNs. In this framework, the distributions of QoS performance metrics are derived, which are natural tools to discover the probabilities to achieve given QoS requirements. Compared to first-order statistics, the distribution of these metrics reveals the relationship between the performance of QoS-based operations and the probability to achieve the performance.
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