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首页> 外文期刊>Sensors >Fast Decision Algorithms in Low-Power Embedded Processors for Quality-of-Service Based Connectivity of Mobile Sensors in Heterogeneous Wireless Sensor Networks
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Fast Decision Algorithms in Low-Power Embedded Processors for Quality-of-Service Based Connectivity of Mobile Sensors in Heterogeneous Wireless Sensor Networks

机译:低功耗嵌入式处理器中的快速决策算法,用于异构无线传感器网络中基于服务质量的移动传感器连接

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When a mobile wireless sensor is moving along heterogeneous wireless sensor networks, it can be under the coverage of more than one network many times. In these situations, the Vertical Handoff process can happen, where the mobile sensor decides to change its connection from a network to the best network among the available ones according to their quality of service characteristics. A fitness function is used for the handoff decision, being desirable to minimize it. This is an optimization problem which consists of the adjustment of a set of weights for the quality of service. Solving this problem efficiently is relevant to heterogeneous wireless sensor networks in many advanced applications. Numerous works can be found in the literature dealing with the vertical handoff decision, although they all suffer from the same shortfall: a non-comparable efficiency. Therefore, the aim of this work is twofold: first, to develop a fast decision algorithm that explores the entire space of possible combinations of weights, searching that one that minimizes the fitness function; and second, to design and implement a system on chip architecture based on reconfigurable hardware and embedded processors to achieve several goals necessary for competitive mobile terminals: good performance, low power consumption, low economic cost, and small area integration.
机译:当移动无线传感器沿异构无线传感器网络移动时,它可能多次处于一个以上网络的覆盖范围内。在这些情况下,可能会发生垂直切换过程,在该过程中,移动传感器决定根据其服务质量特征,将其连接从网络更改为可用网络中的最佳网络。适应度函数用于越区切换决策,希望将其最小化。这是一个优化问题,包括为服务质量调整一组权重。有效解决此问题与许多高级应用程序中的异构无线传感器网络有关。尽管涉及垂直切换决策的文献很多,但都存在相同的不足:效率无与伦比。因此,这项工作的目的是双重的:首先,开发一种快速决策算法,探索权重可能组合的整个空间,寻找最小化适应度函数的权重。其次,设计和实现基于可重构硬件和嵌入式处理器的片上系统架构,以实现竞争性移动终端必需的几个目标:良好的性能,低功耗,低经济成本和小面积集成。

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