matlab匹配滤波代码-finalyearproject:最后一年的项目

上传者: 38693753 | 上传时间: 2025-12-03 10:13:43 | 文件大小: 25.8MB | 文件类型: ZIP
matlab匹配滤波代码期末项目 年度项目-电子与通信工程(2013-2017) 该存储库包含用于频谱传感及其模拟的不同技术的matlab代码 提出了一种基于人工智能的决策技术,以集中频谱感知技术(在软结合技术中)在融合中心做出决策。在我们的工作中,我们分析了三种人工智能技术,例如ANN(人工神经网络),Fuzzy -逻辑,模糊神经网络(FNN)来决定通道的占用情况(通道状态)。 在这些FNN中,给出了有关频谱空缺的有效决策。 这些神经网络是根据诸如能量检测,匹配滤波器,PU与SU之间的距离,SNR,频谱效率等参数进行训练的。 在本文中,我们用GLRT组合代替了一种有效的频谱感知方案,即空间虚警,将其与GLRT相结合,以提高鲁棒性,恢复力并缩短感知间隔。 协作频谱感知技术用于减少噪声不确定性和隐藏节点问题,并在二级用户(SU)的虚警概率(PFA)和检测概率(PD)方面实现高性能。 模拟和结果 我们提出的方法的架构 所用技术的流程图 仿真结果 最终结果

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