基于人工智能技术的认知无线网络重构决策算法

摘要

认知无线网络引入重构技术以实现对复杂时变环境的动态适应,为在认知无线网络中实现重构,提出了重构架构模型,并在此模型基础上进行重构决策算法的研究,提出了基于人工智能技术的重构决策算法.该决策算法包括了推理过程和学习过程,使重构技术在认知无线网络感知能力、推理能力和学习能力的帮助下实现了对环境的适应并同时维护和提升了系统性能.%Cognitive wireless networks introduced the reconfiguration technologies to achieve the dynamically time-varying adaptation of the environment. A reconfiguration decision making model and reconfiguration decision algorithm based on the artificial intelligence technology were presented. The reconfiguration decision algorithm,which include the reasoning and learning process with the help of the cognitive capabilities of awareness,reasoning and learning,could achieve adaptation of the environment and also maintain and enhance the system performance.