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基于空间谱和支持向量回归机的间谐波分析 被引量:22
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作者 高培生 谷湘文 吴为麟 《电力系统自动化》 EI CSCD 北大核心 2007年第24期67-70,共4页
针对电力系统中存在的间谐波问题,提出一种结合参数法和非参数法特点的间谐波频谱分析算法。首先,为了应用空间谱分析需要将电网信号变换为空域信号;然后应用盖氏圆盘估计协助求根多重信号分析算法准确估计信号源数及其频率;最后由稳健... 针对电力系统中存在的间谐波问题,提出一种结合参数法和非参数法特点的间谐波频谱分析算法。首先,为了应用空间谱分析需要将电网信号变换为空域信号;然后应用盖氏圆盘估计协助求根多重信号分析算法准确估计信号源数及其频率;最后由稳健支持向量回归机计算幅值和相角。获得准确频率信息后,支持向量回归机计算的频率范围变成已知的有限频率点,计算量降到最低,并且此算法无需同步采样和过长的采样数据。通过仿真和实例检测,验证了该方法的有效性。 展开更多
关键词 间谐波 空间谱 盖氏圆盘估计 求根多重信号分类 支持向量回归机
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NOVEL SPECTRUM SENSING METHOD BASED ON THE SPATIAL SPECTRUM FOR COGNITIVE RADIO SYSTEMS 被引量:2
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作者 Lu Guangyue Wang Yingxi +1 位作者 Xie Kai Yang Xiaoni 《Journal of Electronics(China)》 2010年第5期625-629,共5页
Spectrum sensing is the key problem for Cognitive Radio(CR) systems.A method based on the Peak-to-Average Amplitude-Ratio(PAAR) of the Spatial Spectrum(SS) of the received signals is proposed to sense the available sp... Spectrum sensing is the key problem for Cognitive Radio(CR) systems.A method based on the Peak-to-Average Amplitude-Ratio(PAAR) of the Spatial Spectrum(SS) of the received signals is proposed to sense the available spectrum for the cognitive users with the help of the multiple antennas at the receiver of the cognitive users.The greatest advantage of the new method is that it requires no information of the noise power and is free of the noise power uncertainty.Both the simulation and the analytical results show that the proposed method is robust to noise uncertainty,and greatly outperform the classical Energy Detector(ED) method. 展开更多
关键词 spectrum sensing spatial spectrum (ss) Cognitive Radio (CR) Peak-to-Average Amplitude-Ratio (PAAR)
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