共查询到19条相似文献,搜索用时 78 毫秒
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本文提出一种用于最大似然(ML)方向估计的神经网络模型。理论分析和模拟结果表明,这种网络一般可以在电路的时常数数量级内给出目标方向的ML估计值,而且网络结构和参数固定,阵列阵元输入直接作为网络的输入而无需任何运算。因此这种网络非常适用于实时处理。这为实时实现目标的精确定位提供了一条新途径。 相似文献
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正交频分复用(OFDM)联合比特交织编码调制(BICM),是一种能够有效地抗频率选择性衰落的技术.由于载波频偏的存在会引起载波间干扰,导致系统性能的严莺下降.针对BICM-OFDM系统提出了一种基于最大似然(ML)估计的迭代频偏估计算法.该算法充分利用了译码信息,分两步进行.首先,利用最大似然估计进行初始频偏估计,然后再利用BICM译码的硬判决反馈信息进行残留频偏估计.通过BICM迭代译码,更新译码反馈信息,提高频偏估计精度.在短波宽带信道下的仿真结果表明,在频偏为0~0.2的范围内,提出的算法经过3次迭代可有效地进行频偏估计.与传统最大似然估计算法相比,本文提出的算法提高了低信噪比下的频偏估计精度,并且提高了频偏估计范围. 相似文献
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线性调频信号参数快速估计 总被引:1,自引:0,他引:1
线性调频(LFM)信号参数检测是对SAR对抗的一个重要问题,本文在对用Radon-Wign er变换、快速解线调和最大似然(ML)估计和分析LFM信号的基础上,给出一种消除ML估计带来旁瓣的方法,进一步提出了一种局部快速搜索的最大似然估计法,并用于LFM信号的起始频率和调频斜率等参数的估计。最后给出了三种快速算法的计算机模拟结果。 相似文献
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General method for ultrashort light pulse chirp measurement 总被引:4,自引:0,他引:4
Conditions to retrieve pulse intensity and chirp from autocorrelation signals are mathematically discussed. The interferometric SHG autocorrelation signal and the interferogram of fundamental light are shown to be a sufficient data set for the pulseform retrieval. This measurement scheme is experimentally demonstrated on laser diode pulses. The method utilizes Fourier analysis of the signals and iterative calculations, and is especially suited to the measurement of pulses having weak peak intensity 相似文献
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提出了一种相干宽带线性调频(LFM)信号的波达方向(DOA)估计新方法。该方法利用LFM信号在分数阶Fourier域上的解线调特性,构造出新的解线调域阵列数据模型,然后结合传统的矩阵重构解相干以及MUSIC算法实现相干LFM信号的DOA估计。若同时存在多组相干LFM信号入射,则首先在不同的能量聚集域上将各信号组分离,然后逐一进行各组内相干信号的DOA估计。该方法充分地挖掘了观测信号所包含的时频信息,增加了可检测的DOA数目,提高了分辨性能和抗噪声性能。此外,该方法无冗余阵元与孔径损失,且适用于任意流型阵列。仿真结果显示,在DOA估计的均方根误差(RMSE)相同时,与传统方法相比,本方法可获得8dB左右的信噪比增益。 相似文献
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A high-resolution estimation of velocity and range profile (HREVRP) method is studied to yield both high-resolution radial velocity and range profile of slowly moving target for pulse linear frequency modulation (LFM) ultra-wideband (UWB) radar. Two-dimensional projection discrete Fourier transform (2-DPDFT) is utilized to estimate the velocity. The range profile is then obtained by compensating its motion and spread with this velocity estimate. In addition, a range of the velocities is derived based on velocity ambiguity and corresponding phase restriction. The proposed method does not require any initial velocity estimation and focusing matrices construction. Besides, it has superior performance of velocity estimation compared with conventional techniques, especially at low signal-to-noise ratio (SNR) levels. The simulations validate the effectiveness of the method. 相似文献
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FallahReyhani Maedeh Bakhshi Hamidreza Lohrasbipeyde Hannan 《Telecommunication Systems》2022,79(2):271-278
Telecommunication Systems - Direction of arrival estimation of LFM signal is an essential task in radar, sonar, acoustics and biomedical. In this paper, a short time Fourier transform multi-step... 相似文献
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Parameter estimation for random amplitude chirp signals 总被引:6,自引:0,他引:6
We consider the problem of estimating the parameters of a chirp signal observed in multiplicative noise, i.e., whose amplitude is randomly time-varying. Two methods for solving this problem are presented. First, an unstructured nonlinear least-squares approach (NLS) is proposed. It is shown that by minimizing the NLS criterion with respect to all samples of the time-varying amplitude, the problem reduces to a two-dimensional (2-D) maximization problem. A theoretical analysis of the NLS estimator is presented, and an expression for its asymptotic variance is derived. It is shown that the NLS estimator has a variance that is very close to the Cramer-Rao bound. The second approach combines the principles behind the high-order ambiguity function (HBF) and the NLS approach. It provides a computationally simpler but suboptimum estimator. A statistical analysis of the HAF-based estimator is also carried out, and closed-form expressions are derived for the asymptotic variance of the HAF estimators based on the data and on the squared data. Numerical examples attest to the validity of the theoretical analyzes and establish a comparison between the two proposed methods 相似文献
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为了研究待测超短脉冲存在剩余啁啾对2次谐波自相关法测量脉宽产生的影响,以2次谐波自相关法测量原理为出发点,采用2次耦合波方程数值模拟计算了中心波长800nm、脉宽100fs的超短激光脉冲存在不同啁啾量时,经过偏硼酸钡(β-BaB2O4,BBO)晶体Ⅰ类非共线相位匹配进行2次谐波自相关测量对测量结果的影响。分析发现,正啁啾使测量值比实际值偏大,负啁啾使测量值偏小;负啁啾比正啁啾对脉宽测量的影响更大,当脉冲的啁啾参量C=20时测量误差为23%,而C=-20时测量误差高达53%;且测量误差随啁啾量的增大而增大。模拟计算了非线性晶体厚度对脉宽测量的影响,结果表明,选取较薄的非线性晶体能够有效控制啁啾量引起的测量误差,使用非线性晶体的厚度L≤0.5Ld可将脉宽测量误差控制在理想的范围。 相似文献
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Xu L. Nakagawa N. Morita R. Shigekawa H. Yamashita M. 《Quantum Electronics, IEEE Journal of》2000,36(8):893-899
We describe a TF5 prism-pair-formed pulse shaper for programmable pulse chirp compensation. The advantages of this kind of pulse shaper are: (1) very broad bandwidth of transmission; (2) smaller losses; and (3) no requirement for a large-size spatial light modulator (SLM) if the input spectrum is very broad. In our experiment, an ultrabroad spectral (500-1000 nm) pulse is produced by launching 1-kHz, 30-fs, 400-μJ pulses at 780 nm into an argon filled glass capillary fiber at the gas pressure of 2.0 bar. The fiber has an inner diameter of 140 μm and a length of 60 cm. The chirped pulse is first precompressed by a pair of BK7 prisms with a separation length of 65 cm and then directed into the prism-pair-formed pulse-shaping apparatus with a 128-pixel SLM, which provides quadratic and cubic phase compensation. When the quadratic and cubic phases are -330 fs2 and +2000 fs3, respectively, at the wavelength of 760 nm, an ultrashort optical pulse of 6 fs (FWHM) is generated. This is, to the best of our knowledge, the shortest optical pulse ever compressed using the SLM pulse-shaping technique 相似文献