共查询到20条相似文献,搜索用时 187 毫秒
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该文提出一种基于宽带均匀同心球阵列(UCSA)的2维波达方向(2D-DOA)低复杂度估计算法。该方法将宽带UCSA输出信号转换为相位模式,并对其进行频率补偿,实现近似频率不变(FI)特性,从而降低宽带信号处理的计算复杂度。为了进一步降低2D-DOA估计的计算复杂度,该文提出基于FI-UCSA的降维多重信号分类(MUSIC)算法。该方法将相位模式导向向量分解为方位角和仰角相关的两个矩阵,从而把2维搜索问题简化为1维(1D)搜索,实现降维优化并降低计算复杂度。仿真结果表明,该算法计算复杂度相较于2维MUSIC算法得到了极大的降低,并且在估计精度和分辨率上均稍有改善。 相似文献
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采用后向传播(BP)神经网络对空间目标进行识别时,高维的输入特征导致网络结构复杂,识别性能降低。针对上述难点,该文提出一种基于谱回归(SR)特征降维与BP神经网络的识别方法。该方法首先对空间目标进行HOG特征提取,然后将提取的高维HOG特征进行SR降维,最后把降维后的数据通过BP分类器进行训练识别。实验结果表明:该方法的降维和识别特性优于传统降维方法PCA, KPAC, LPP, KLPP等,能够兼顾实时性和准确性,提高了识别性能。 相似文献
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为了避免图像数据向量化后的维数灾难问题,以及增强对野值(outliers)及噪声的鲁棒性,该文提出一种基于L1-范数的2维线性判别分析(L1-norm-based Two-Dimensional Linear Discriminant Analysis, 2DLDA-L1)降维方法。它充分利用L1-范数对野值及噪声的强鲁棒性,并且直接在图像矩阵上进行投影降维。该文还提出一种快速迭代优化算法,并给出了其单调收敛到局部最优的证明。在多个图像数据库上的实验验证了该方法的鲁棒性与高效性。 相似文献
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信号DOA和极化信息联合估计的降维四元数MUSIC方法 总被引:1,自引:0,他引:1
基于简化电磁矢量传感器阵列,该文提出了一种新的降维四元数MUSIC估计方法。文中引用了四元数的概念,利用四元数的正交特性能够很好地描述矢量传感器阵元的正交结构这一优点,建立了电磁矢量传感器阵列的四元数模型,利用降维Q-MUSIC (Quaternion-MUSIC)方法先对极化信号DOA进行估计,通过已经估计出来的DOA信息,再借助传统的V-MUSIC (long-MUSIC)方法估计极化信息。从而依次获得极化信号的4个参数。仿真实验验证了算法的可行性。 相似文献
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在宽带多输入多输出(MIMO)雷达3维成像中,MIMO雷达收发阵元数量和空间分布的限制会导致图像的2维横向分辨率难以满足实际需求。该文利用压缩感知(CS)理论来实现图像在2维横向上的超分辨。考虑到对信号的每一维分别进行超分辨会损失各维间的耦合信息,提出一种基于Kronecker CS(KCS)的2维联合超分辨方法;为解决KCS在多维高分辨应用中存储量大、计算效率低的问题,进一步提出了一种基于低分辨3维图像先验信息的降维KCS方法。仿真和实测数据实验验证了方法的有效性。 相似文献
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An adaptive smoothing technique for speckle suppression in medical B-scan ultrasonic imaging is presented. The technique is based on filtering with appropriately shaped and sized local kernels. For each image pixel, a filtering kernel, which fits to the local homogeneous region containing the processed pixel, is obtained through a local statistics based region growing technique. The performance of the proposed filter has been tested on the phantom and tissue images. The results show that the filter effectively reduces the speckle while preserving the resolvable details. The simulation results are presented in a comparative way with two existing speckle suppression methods. 相似文献
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Sood Arun K. Friedlander Carl B. Fahs Ali Amin 《Industrial Electronics, IEEE Transactions on》1985,(4):294-300
Several studies have been performed to detect faults in engines. Fourier series and autocorrelation-based methods have been shown to be useful for this purpose. However, these and other methods discussed in the literature cannot locate the fault. In this paper, the focus is on techniques that will enable the location of the fault. In general, our approach involves the analysis of the instantaneous angular velocity of the flywheel. Three methods of analysis are presented. The first method depends on the computation of a set of statistical correlations. The second method is based on evaluation of similarity measures. These methods are able to locate faults in several tests that have been performed. The third approach uses pattern recognition methods and involves three stages?data extraction, functional approximation to determine a feature vector, and classification based on a Bayesian approach. This method is computationally more complex than the other approaches. However, on the basis of the experimental results it appears that the third method leads to a lower error rate. Cases involving faults in one and two cylinders are presented. 相似文献
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基于传声器阵列的产品噪声源定位技术有两个主要方法:STSF和Beamforming,但两者的实现方法各不相同。通过对STSF和Beamforming声源定位技术的推导,给出了两种测量技术适用的频率范围和空间范围,从理论上对其应用范围的差异进行了说明,并提出了在实际测量中如何选择合适的声源定位方法。结合两种测量技术的特点,还提出了声源定位技术下一阶段的研究课题。 相似文献
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Elfadel I.M. Hao-MIng Huang Ruehli A.E. Dounavis A. Nakhla M.S. 《Advanced Packaging, IEEE Transactions on》2002,25(2):143-153
Two general algorithms for the modeling or lossy transmission lines with frequency-dependent parameters are contrasted and compared. The first is based on the generalized method of characteristics while the second is based on a more recent Pade macromodeling approach. The different approximations made in these two algorithms are contrasted and computational evidence is presented to show that these two methods complement each other in their properties. 相似文献
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Clarke RA Scifo P Rizzo G Dell'Acqua F Scotti G Fazio F 《IEEE transactions on medical imaging》2008,27(9):1242-1251
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高温箱内空气循环对自冷设备高低温环境试验影响与对策 总被引:1,自引:0,他引:1
文章通过热测试和热仿真试验验证高温箱内空气循环对自冷设备高低温环境试验的影响,针对此问题查阅相关国内外标准并结合笔者多年热测试经验。提出一套标准试验和简易测试方法,对自冷设备热测试或高低温环境试验有很强的指导作用和应用价值。 相似文献
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High frequency techniques for antenna analysis 总被引:2,自引:0,他引:2
Pathak P. 《Proceedings of the IEEE. Institute of Electrical and Electronics Engineers》1992,80(1):44-65
A summary of various high-frequency techniques is presented for analyzing the electromagnetic radiation from antennas in the presence of their host environment. These techniques provide physical insight into antenna radiation mechanisms and are found to be highly efficient and accurate for treating a variety of practical antenna configurations. Examples to which these techniques have been applied include open-ended waveguide antennas, horn and reflector antennas, and antennas on aircraft and spacecraft. The accuracy of these techniques is established via numerical results which are compared with those based on other independent methods or with measurements. These high frequency methods can be combined with other techniques, through a hybrid scheme, to solve an even greater class of problems than those which can be solved in an efficient and tractable manner by any one technique alone 相似文献
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通过对点目标图像预处理方法的研究,采用基于形态学滤波与维纳差分滤波背景抑制算法,在matlab中利用这2种算法进行红外点目标图像的处理仿真。仿真结果表明形态学滤波有更好的滤波效果,实时性好,易于硬件实现,更适合作为红外图像弱小目标检测的预处理手段。 相似文献