基于同态滤波的窄带信号高分辨率时延估计方法研究
he research of narrowband signal high resolution time-delay estimation method based on homomorphic filter
时延估计技术是信号处理领域十分活跃的研究方向。相关法是一种常用时延估计器,但它对窄带信号的时延分辨能力受限。针对这一问题,本文将同态滤波技术引入到时延估计中,探讨了两种适用于窄带信号的高分辨时延差估计技术--倒谱相关法和广义倒谱相关法,给出了其工作原理和实现流程,并与相关法的性能进行了综合对比。研究结果表明,倒谱相关法和广义倒谱相关法相对相关法具有更高的时延分辨能力,且广义倒谱相关法的时延分辨性能和抗噪声性能较倒谱相关法好。
he time-delay estimation is an animate research branch in the signal processing field. Correlation alogrithom is one of the most common methods, but its resolution is limited by the signal bandwith. To solve this problem, homomorphic filtering is introduced into time-delay estimation. Two kinds of high resolution time-delay estimation algrithom fitting for narrowband signal are discussed, which are generalized cepstrum correlation and cepstrum correlation.The basic theory and realization approach are represented, and the capbilities are compared with that of the correlation alogrithom. The research result shows that the time-delay resolution of generalized cepstrum correlation and cepstrum correlation are higher than correlation alogrithom, and generalized cepstrum correlation pefomances better than cepstrum correlation in time-delay resolution and anti-noise capability.
邹男、蔡金龙、张光普、付进
通信
同态滤波窄带信号高分辨率时延估计倒谱
homomorphic filternarrowband signalhigh resolutiontime-delay estimationcepstrum
邹男,蔡金龙,张光普,付进.基于同态滤波的窄带信号高分辨率时延估计方法研究[EB/OL].(2013-12-13)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201312-342.点此复制
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