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一种基于小波变换的自适应滤波新方案 总被引:1,自引:0,他引:1
本文基于L^2(R)函数的尺度函数表示法提出一种适用于声回波对消应用的自适应系统辨识的新方案。该方案可以利用小波变换的抽取特性,降低自适应迭代的次数且保持小波准正交变换的优点。计算机模拟证实了上述论断的正确性。 相似文献
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以数字电视地面广播国家标准DVB-T为基础,提出了一种基于FPGA和DSP实现回波对消的方案.其原理是:首先该系统不发送数字电视信号,通过发射CAZAC序列进行信道初估计.由于信道在实际中会发生一定的变化,所以还需要用自适应算法进行信道特性的跟踪,其中DSP运用自适应算法保证对消信号接近回波信号.其次FPGA系统获得了回波信道的参数并生成逼近回波信号的对消信号.最后,将接收信号与对消信号相减完成对消.提出了对回波信道的初估计并利用变换域LMS算法进行信道跟踪的一种方案.最后仿真结果表明,该方法具有良好的回波对消性能. 相似文献
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针对线性调频中断连续波(LFMICW)信号的隐身问题,根据LFMICW回波信号中目标信息处理方法,提出利用信号和匹配滤波器的群延迟特性设计LFMICW对消信号.定义了对消误差因子,并分析了信噪比为6dB且该因子不同取值时单目标的对消结果,利用模糊函数分析对消后的目标合成回波和未对消的干扰目标回波信号的模糊特性,并给出了... 相似文献
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针对外辐射源雷达的直达波对消技术,传统的变步长对消算法依据参考信号或对消后瞬时误差进行步长调整,对于剩余的目标回波等信号也产生了抑制效果,同时影响了直达波信号的对消效果,为此,提出了一种基于对消信号与直达波的相关性的Sigmoid函数变步长最小均方(Variable Step Size LMS based on Sigmoid function,SVSLMS)算法,根据对消后的信号与直达波的相关性进行步长调整。理论分析与仿真结果表明,改进的SVSLMS算法对直达波对消有更快的收敛速度,同时对目标回波信号的影响更小。 相似文献
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《IEEE transactions on circuits and systems. I, Regular papers》2008,55(9):2639-2649
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Loudspeaker nonlinearity at high volumes limits the achievable echo cancellation performance in linear acoustic echo cancellers. A new nonlinear adaptive filter for improving the echo cancellation performance at high volumes for hands free telephones is proposed. Experimental measurements show that an echo cancellation improvement of >8 dB can be obtained at high volumes as compared to a linear adaptive filter 相似文献
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Hands-free terminals for speech communication employ adaptive filters to reduce echoes resulting from the acoustic coupling between loudspeaker and microphone. When using a personal computer with commercial audio hardware for teleconferencing, a sampling frequency offset between the loudspeaker output D/A converter and the microphone input A/D converter often occurs. In this case, state-of-the-art echo cancellation algorithms fail to track the correct room impulse response. In this paper, we present a novel least mean square (LMS-type) adaptive algorithm to estimate the frequency offset and resynchronize the signals using arbitrary sampling rate conversion. In conjunction with a normalized LMS-type adaptive filter for room impulse response tracking, the proposed system widely removes the deteriorating effects of a frequency offset up to several Hz and restores the functionality of echo cancellation. 相似文献
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A novel method of performing acoustic echo cancelling using microphone arrays is presented. The method employs a digital self-calibrating microphone system. The calibration process is a simple indirect on-site calibration that adapts to the particulars of the acoustic environment and the electronic equipment in use. Primarily intended for handsfree telephones in automobiles, the method simultaneously suppresses the handsfree loudspeaker and car noise. The system also continuously takes into account disturbances such as fan noise. Examples from an extensive evaluation in a car are also included. Typical performance results demonstrate 20-dB echo cancellation and 10-dB noise reduction simultaneously 相似文献
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《Circuits and Systems II: Express Briefs, IEEE Transactions on》2008,55(10):1056-1060
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Reed M.J. Hawksford M.O. Hughes P. 《Vision, Image and Signal Processing, IEE Proceedings -》2005,152(1):122-128
An algorithm is introduced that performs stereophonic acoustic echo cancellation (SAEC) for systems using pairwise panning of a single monophonic source to provide the effect of spatialisation. The technique exploits the inherent high correlation between the loudspeaker signals, unlike other general SAEC techniques, which try to utilise any small uncorrelated features in the signals. The algorithm maintains a single aggregate echo path estimate that is updated using normalised least mean square (NLMS) and the knowledge of any change in the spatialisation. Consequently, it achieves a computational complexity that is of the same order as a single channel NLMS algorithm. 相似文献
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