认知无线电的制定与实施

T. Rondeau, B. Le, D. Maldonado, D. Scaperoth, C. Bostian
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引用次数: 54

摘要

本文通过定义“旋钮”和“米”的通用语言来探讨物理层和MAC层的认知,以讨论适应和学习。认知无线电融合了人工智能和软件定义无线电(SDR)。它需要一种简单的语言来在这两个级别之间进行通信。我们为此定义了一个方法。我们还以GNU无线电平台为例,讨论了一种执行智能无线电适应的遗传算法方法。我们提供了在物理层和MAC层工作的认知无线电的概念和实际实现细节。研究结果表明,遗传算法在认知无线电多目标优化环境下具有较好的适应性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cognitive Radio Formulation and Implementation
This paper approaches cognition on the physical and MAC layers by defining a common language of "knobs" and "meters" to discuss adaptation and learning. Cognitive radio merges artificial intelligence and software defined radios (SDR). It requires a simple language for communicating between these two levels. We define a method for doing this. We also discuss a genetic algorithm approach to perform intelligent radio adaptation, using the GNU radio platform as an example. We provide both conceptual and practical implementation details of a cognitive radio acting at the physical and MAC layers. Results presented show the promise for the genetic algorithm adaptation within the multi-objective optimization environment of the cognitive radio
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