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Fourth IEEE Workshop on Sensor Array and Multichannel Processing, 2006.最新文献

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Development of a Multi-Dimensional SVD based Technique for Multi-Receivers Ultrasound used in Bone Status Characterization 基于多维SVD的多受体超声骨状态表征技术的发展
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706217
M. Sasso, M. Talmant, G. Haiat, P. Laugier, S. Naili
The use of multi-dimensional wave extraction algorithm for a multi-receivers axial transmission ultrasound device used in bone evaluation is proposed. As far as we know, multi-dimensional signal processing techniques have never been implemented in this configuration. A SVD-based wavefront extraction is implemented for the characterization of an energetic low frequency contribution. Velocity accuracy is estimated on a synthetic dataset. Furthermore, the energetic low frequency removal is illustrated on in vivo signals. Results are promising as for the application of multi-dimensional techniques in medical ultrasound used in transmission
提出了一种用于骨评估的多接收机轴向传输超声装置的多维波提取算法。据我们所知,多维信号处理技术从未在这种配置中实现过。基于奇异值分解(svd)的波前提取实现了高能低频贡献的表征。在一个合成数据集上估计速度精度。此外,对体内信号进行了高能低频去除。结果表明,多维技术在医用超声传输中的应用前景广阔
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引用次数: 4
Advanced Optical Processor for Arbitrary Waveform Radar Imaging 用于任意波形雷达成像的先进光学处理器
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706160
K. Frampton, J. Lafuse, J. Aloi, M. Brown
Essex has developed a prototype hybrid optical/digital processor for range-Doppler image formation using wideband arbitrary waveforms. The processor is called the advanced optical processor (AOP) and is a hybrid acousto-optic/digital processor that generates high dynamic range, range-Doppler images from wideband radar returns in real time. The AOP was first tested at a U.S. Government facility in November 2005. The AOP is currently scheduled to be tested with a range radar in April 2006. The laboratory testing included three waveform types and verification of all the necessary trigger control signals. The range radar testing will include collection and processing of the same three waveform signals to demonstrate arbitrary waveform capability. The AOP supports high resolution processing necessary for target discrimination and kill assessment by enabling the use of true arbitrary wideband waveforms. The selected architecture combines the advantages of both optical signal processing for the front-end receiver and high-speed digital signal processing for the real-time processing. Its size is a 6U form-factor and fits within the 6U electronic chassis
埃塞克斯公司开发了一种原型混合光学/数字处理器,用于使用宽带任意波形的距离-多普勒图像形成。该处理器被称为先进光学处理器(AOP),是一种混合声光/数字处理器,可实时从宽带雷达回波中生成高动态范围、距离多普勒图像。AOP于2005年11月在一家美国政府机构进行了首次测试。AOP目前计划在2006年4月用测距雷达进行测试。实验室测试包括三种波形类型和所有必要的触发控制信号的验证。距离雷达测试将包括收集和处理相同的三种波形信号,以演示任意波形的能力。AOP通过允许使用真正的任意宽带波形来支持目标识别和杀伤评估所需的高分辨率处理。所选择的架构结合了前端接收机的光信号处理和实时处理的高速数字信号处理的优点。它的尺寸是6U的外形,适合6U的电子机箱
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引用次数: 1
Blind Separation of Convolutive Mixtures using Nonstationarity and Fractional Lower Order Statistics (FLOS): Application to Audio Signals 基于非平稳和分数阶统计量的卷积混合盲分离:在音频信号中的应用
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706101
Mohamed Sahmoudi, H. Boumaraf, M. Amin, D. Pham
In this paper, we introduce new time-varying fractional spectral matrices to exploit both the nonstationarity and heavy-tailed sources properties for blind separation of convolutive audio mixtures. We define these spectrum matrices, that are different for various delays, using fractional lower order statistics (FLOS) of data. Similar to the second order statistics (SOS) based approaches, we maximize the sources independence by jointly diagonalizing these fractional matrices spectrum of the reconstructed signals using a mutual information criterion. A set of experiments using audio signals and real impulse response of acoustic room are designed to verify the usefulness of the proposed method
本文引入新的时变分数阶谱矩阵,利用其非平稳性和重尾源的特性对卷积混合音频进行盲分离。我们使用数据的分数阶低阶统计量(FLOS)来定义这些不同延迟的频谱矩阵。与基于二阶统计量(SOS)的方法类似,我们利用互信息准则联合对角化这些重构信号的分数矩阵谱,从而最大限度地提高了源独立性。设计了一组音频信号和声室真实脉冲响应实验,验证了所提方法的有效性
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引用次数: 14
A Novel Non-Linear Approximation to the Huygens-Fresnel Diffraction Patterns for Reconstructing Digital Holographic SAR Images 惠更斯-菲涅耳衍射图的非线性近似重建数字全息SAR图像
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706147
R. Alizadeh, H. Amindavar, N. Granpayeh
Based on the nonlinear approximation of Huygens-Fresnel diffraction patterns, the SAR images of a target can be made up from a knowledge of a hologram for all frequencies and all aspects angles to provide a complete description of the target. In this paper we reconstruct the image of hologram employing the multiresolution Fresnelet transform to approximate the Huygens-Fresnel diffraction patterns in an off-axis geometry from the simulated test pattern (3bar). Fresnel transform is a wavelet-like transform, very close to Gabor functions (M. Unser et al., 1992) and well localized with respect to the holographic process. This method allows us to generate and reconstruct hologram on a digital computer, and apply multiresolution wavelet base analysis and special filtering on it. Since images are nonstationary process, we use fractional Brownian motion (fBm) method to describe texture in SAR images. It is known as a suitable model to classify a vast number of natural phenomena and shapes, such as the range of rivers, terrain surfaces, mountains ripples of water, coastlines and etc. The novelty of this technique lies in the use of Fresnel transform in reconstruction of holographic SAR images and fBm model for classifying them
基于惠更斯-菲涅耳衍射图样的非线性近似,可以从全息图的所有频率和所有角度合成目标的SAR图像,以提供目标的完整描述。本文采用多分辨率Fresnelet变换来近似惠更斯-菲涅耳衍射图样的离轴几何形状,重建全息图图像。菲涅耳变换是一种类小波变换,非常接近Gabor函数(M. Unser et al., 1992),并且相对于全息过程具有很好的局部化。该方法可以在数字计算机上生成和重建全息图,并对其进行多分辨率小波基分析和特殊滤波。由于图像是非平稳过程,我们使用分数布朗运动(fBm)方法来描述SAR图像的纹理。它被认为是一种适合对大量自然现象和形状进行分类的模型,例如河流的范围、地形表面、山脉、水的波纹、海岸线等。该技术的新颖之处在于利用菲涅耳变换对全息SAR图像进行重建,并利用fBm模型对其进行分类
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引用次数: 0
The Array Geometry Design in Airborne Microwave 2-D Direction Finding 机载微波二维测向阵列几何设计
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706092
Cheol-Sun Park, W. Jang, Daeyoung Kim
The resolving ambiguity of phase interferometer is necessary when the baseline separation between elements exceeds half wavelength since the phase difference between elements can only be measured modulo 2pi. It is difficult to meet the condition the minimum distance between two antennas is less than half wavelength for avoiding ambiguity in wideband operation. In this paper, we propose a simple and efficient array design method which minimizes the probability of ambiguity. This method adapts NLA (nonuniform linear array) geometry. And there is no need to maintain the distance between antennas less than half wavelength. We also show some numerical examples and experimental results of the 2-D array prototype for airborne application
当元件之间的基线距离超过半波长时,相位干涉仪必须解决模糊问题,因为元件之间的相位差只能以模2pi测量。在宽带操作中,为了避免模糊,很难满足两天线之间的最小距离小于半波长的条件。在本文中,我们提出了一种简单有效的阵列设计方法,使歧义概率最小化。该方法适用于非均匀线阵几何。而且不需要保持天线之间的距离小于半个波长。文中还给出了一些用于机载的二维阵列样机的数值算例和实验结果
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引用次数: 2
Model for a Smart Network Monitoring a Wired Sensor Matrix 基于有线传感器矩阵的智能网络监控模型
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706173
L. Magagni, D. Gennaretti, M. Nicolini, M. Sergio, R. Guerrieri, R. Canegallo
Monitoring harsh environments such as underwater scenarios or aircraft external surfaces pertains to important applications like assisted navigation and tactical surveillance; nevertheless, it poses additional challenges compared with standard applications. At Transducers2005 we presented a wired addressing architecture of distributed sensors for monitoring real-time in-situ pressure variations in underwater environment that faces the above-mentioned issues. This architecture consists in a double array of identical and interconnected smart nodes monitoring a matrix of passive sensors. In this paper, we present an analysis of the delay model related to the presented architecture and a calculation of the overall frame-rate of the system as a function of the geometrical topology of the arrays. The topology of the network, i.e. the length of each bus and the number of nodes, can be chosen according to the application, and directly affects the global capacitive load on the serial lines. Each serial line can be schematized with a distributed RC model for the flat cable plus a lumped capacitance for each smart node. Then, a 3rd-order pi-segmented model of O'Brien-Savarino is calculated for a 16-block line with block length equal to 0.3 m. Thanks to that, the global time per iteration is calculated on each bus as well as the scanning time of the whole matrix and the frame rate for the system as a function of sensor distribution and of the aspect ratio of the matrix. This model can be employed to identify the optimal arrangement for the sensor matrix and smart node arrays
监视恶劣环境,如水下场景或飞机外部表面,涉及辅助导航和战术监视等重要应用;然而,与标准应用程序相比,它带来了额外的挑战。在2005年的换能器会议上,我们提出了一种分布式传感器的有线寻址架构,用于监测水下环境中面临上述问题的实时原位压力变化。该架构由一组相同且相互连接的智能节点组成的双阵列组成,这些节点监测被动传感器矩阵。在本文中,我们分析了与所提出的体系结构相关的延迟模型,并计算了系统的整体帧率作为阵列几何拓扑的函数。网络的拓扑结构,即每条总线的长度和节点的数量,可以根据应用来选择,它直接影响到串行线上的全局容性负载。每条串行线都可以用一个分布式的RC模型对扁平电缆和每个智能节点的集总电容进行原理图化。然后,以块长为0.3 m的16块线为例,计算了O'Brien-Savarino的三阶pi分段模型。因此,计算每个总线上每次迭代的全局时间,以及整个矩阵的扫描时间和系统的帧率作为传感器分布和矩阵长宽比的函数。该模型可用于识别传感器矩阵和智能节点阵列的最优排列
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引用次数: 0
Sanger's Like Systems for Generalized Principal and Minor Component Analysis 广义主次元分析的Sanger类系统
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706168
M. Hasan
In this paper generalizations of Sanger's learning rule for nondefinite matrices are explored. It is shown that the left and right principal components of any matrix can be computed so that these components upper triangulize the original matrix. We also modified the original Sanger's system to obtain new dynamical systems with a larger domain of attraction. Stability analysis for several Sanger's type systems for the standard and generalized principal, and minor component analyzers applied to nonsymmetric matrices is developed
本文探讨了非定矩阵的Sanger学习规则的推广。证明了可以计算任意矩阵的左右主成分,使这些成分上三角化原始矩阵。我们还对原有的Sanger系统进行了改进,得到了具有更大引力域的新的动力系统。给出了几种适用于非对称矩阵的Sanger型系统的标准、广义主分量和小分量分析的稳定性分析
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引用次数: 3
Parametric GLRT for Multichannel Adaptive Signal Detection 多通道自适应信号检测的参数化GLRT
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706163
K. J. Sohn, Hongbin Li, B. Himed
We consider herein the problem of detecting a multichannel signal in the presence of spatially and temporally colored disturbance. A parametric generalized likelihood ratio test (GLRT) is developed by modeling the disturbance as a multichannel autoregressive (AR) process. The parametric GLRT differs from Kelly's widely known GLRT which does not utilize any parametric model for the disturbance signal. Maximum likelihood (ML) parameter estimation underlying the parametric GLRT is examined. It is shown that the ML estimator for the alternative hypothesis is non-linear and there exists no closed-form expression. An alternative asymptotic ML (AML) estimator is presented, which yields asymptotically optimum parameter estimates at a reduced complexity. The performance of the parametric GLRT is studied by considering challenging cases with limited or no training signals for parameter estimation. Such cases (especially when training is unavailable) are of great interest in detecting signals in heterogeneous, fast changing, or dense-target environments. Compared with the recently introduced parametric adaptive matched filter (PAMF) and parametric Rao detectors, the parametric GLRT achieves higher data efficiency, offering improved detection performance in general
在此,我们考虑在存在空间和时间彩色干扰的情况下检测多通道信号的问题。将扰动建模为多通道自回归过程,建立了参数广义似然比检验(GLRT)。参数GLRT与Kelly的GLRT不同,Kelly的GLRT不使用任何参数模型来处理干扰信号。检验了基于参数GLRT的最大似然(ML)参数估计。证明了备择假设的ML估计量是非线性的,不存在封闭形式的表达式。提出了一种备选渐近ML (AML)估计器,该估计器在降低复杂度的情况下产生渐近最优参数估计。通过考虑参数估计训练信号有限或无训练信号的挑战性情况,研究了参数GLRT的性能。在这种情况下(特别是在没有训练的情况下),检测异质、快速变化或密集目标环境中的信号非常有趣。与最近引入的参数自适应匹配滤波器(PAMF)和参数Rao检测器相比,参数GLRT具有更高的数据效率,总体上提高了检测性能
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引用次数: 22
Adaptive Matched Direction Detector 自适应匹配方向检测器
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706108
O. Besson, L. Scharf, S. Kraut
We consider the problem of detecting a partially unknown signal, in the presence of unknown noise, using multiple snapshots in the primary data. To account for uncertainties about signal's signature, we assume that the steering vector lies on an unknown line in a known linear subspace. Additionally, we consider a partially homogeneous environment, for which the covariance matrix of the primary and the secondary data have the same structure, but possibly different levels. We study the invariances of the detection problem and derive the maximal invariant. A two-step generalized likelihood ratio test (GLRT) is formulated and compared with a 2-step GLRT which assumes that the steering vector is known
我们考虑在存在未知噪声的情况下,使用原始数据中的多个快照来检测部分未知信号的问题。为了考虑信号特征的不确定性,我们假设转向矢量位于已知线性子空间中的未知直线上。此外,我们考虑一个部分齐次的环境,其中主要数据和次要数据的协方差矩阵具有相同的结构,但可能不同的水平。我们研究了检测问题的不变量,并导出了最大不变量。建立了两步广义似然比检验(GLRT),并与假设转向向量已知的两步广义似然比检验(GLRT)进行了比较
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引用次数: 0
Wide-band transducers and higher-order spectral characterization of low-level ultrasounds in wood 木材中低水平超声波的宽带换能器和高阶光谱表征
Pub Date : 2006-07-12 DOI: 10.1109/SAM.2006.1706218
J. De la Rosa, I. Lloret, Puntonet, J. Górriz
Two high-sensitivity ultrasonic transducers have been used to perform the higher-order characterization of vibratory events, in order to get the tracks of low-level transients produced when wood fibres are broken. Although the power spectral density is a valid tool for a prior characterization, third and fourth-order spectra slices exhibit more distinctive shapes, because they content a few number of frequency components, which have been enhanced over the thermal noise, which comes from the sensor and the equipment, and the external sources of interference. The wide-band transducer exhibits better performance due to the expanded spectral pattern it outlines. Fourth-order slices can be used as a complement to third-order ones, when the resolution in the bi-spectrum is not as much satisfactory.
两个高灵敏度超声换能器被用于执行振动事件的高阶表征,以获得木材纤维断裂时产生的低阶瞬态轨迹。虽然功率谱密度是先验表征的有效工具,但三阶和四阶光谱切片呈现出更独特的形状,因为它们包含少量频率分量,这些频率分量在来自传感器和设备的热噪声以及外部干扰源的影响下得到了增强。宽频带换能器表现出更好的性能,由于扩大的光谱模式,它概述。当双光谱的分辨率不太令人满意时,四阶切片可以作为三阶切片的补充。
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引用次数: 0
期刊
Fourth IEEE Workshop on Sensor Array and Multichannel Processing, 2006.
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