认知无线网络中基于效用优化的链路层抽象

Janne Riihijärvi, M. Wellens, P. Mähönen
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引用次数: 13

摘要

我们认为效用函数是在认知无线网络中制定优化问题的非常自然的工具。然而,它们的使用要求所使用的平台支持定义良好的api和抽象,以便检索计算应用程序实用程序所需的信息。我们提出了一个统一的链路层API的设计,它在链路层信息的上下文中精确地提供了这种功能。开发的API提供了强大的查询和通知机制,大大简化了认知网络中独立于技术的推理引擎的实现。API的原型实现表明,尽管提供了丰富的功能,但实现可以非常轻量级和快速,甚至可以在标准用户终端上以每帧为基础进行优化决策
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Link-Layer Abstractions for Utility-Based Optimization in Cognitive Wireless Networks
We argue that utility functions are very natural tools for formulating optimization problems in cognitive wireless networks. However, their use mandates that the platform used supports well-defined APIs and abstractions for retrieving information necessary to calculate the application utilities. We present the design of a unified link-layer API that offers precisely this functionality in the context of link-layer information. The API developed offers powerful query and notification mechanisms, which considerably simplify the implementation of technology-independent reasoning engines for cognitive networks. Prototype implementations of the API show that despite the rich functionality offered, the implementation can be made very lightweight and fast, enabling optimization decisions even on per-frame basis with standard user terminals
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