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Cross layer awareness optimization between physical layer and MAC layer of wireless infrastructure based network using bio inspired algorithm

机译:基于生物启发算法的无线基础设施网络的物理层和MAC层之间的跨层感知优化

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Cross Layer Awareness Optimization removes such boundaries allowing flow of information or communication between layers by allowing access among the layer for information exchange. The strict boundaries create dependency problem for the concerned layer as well as other layers. The prime question arises whether this attitude can be applied to wireless infrastructure based network to map different layer (PHY and MAC layer) of protocol stack in cross layer framework. Now the optimization algorithm becomes the prime feature for optimizing among the Physical (PHY) and MAC layer. In this work, cross layer awareness is optimized at physical (PHY) layer for wireless infrastructure based network of smart antennas or adaptive antennas consisting of uniform linear array (ULA) using Genetic Algorithm for optimizing or minimizing the cost function.
机译:跨层意识优化通过允许层之间的访问以进行信息交换,从而消除了允许信息流或层间通信的边界。严格的边界为相关层以及其他层造成了依赖性问题。提出的主要问题是,这种态度是否可以应用于基于无线基础架构的网络,以在跨层框架中映射协议栈的不同层(PHY和MAC层)。现在,优化算法已成为在物理(PHY)和MAC层之间进行优化的主要功能。在这项工作中,跨层感知在物理(PHY)层进行了优化,以使用遗传算法优化或最小化成本函数的基于无线基础设施的智能天线或由均匀线性阵列(ULA)组成的自适应天线网络。

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