| 基于小波变换的主动水声信号检测 |
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| 引用本文： | 余秋星,符新伟,李志舜.基于小波变换的主动水声信号检测[J].声学技术,2003,22(2):102-104. |
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| 作者姓名： | 余秋星 符新伟 李志舜 |
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| 作者单位： | 西北工业大学航海工程学院,西安,710072 |
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| 摘 要： | 信号检测是水声信号处理领域的研究重点之一。文章通过对水下航行器自噪声特性的研究，发现其具有1／f衰减特性，同时利用小波变换对1/f信号有类似K—L展开的作用，提出了一种基于小波变换的信号检测方法，对1/f噪声背景下的主动水声信号进行了检测；文中详细推导了相应的检验统计量及其统计分布特性；同时，将该方法与匹配滤波器、能量检测器的检测性能进行了比较，仿真试验结果表明了本方法的有效性。
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| 关 键 词： | 小波变换 主动水声信号检测 检测性能 检验统计量 统计分布特性 水声信号处理 |
| 文章编号： | 1000-3630(2003)02-0102-03 |
| 收稿时间： | 2001/10/12 0:00:00 |
| 修稿时间： | 2001年10月12 |
Active acoustic signal detection based on wavelet transform |
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| YU Qiu-xing,FU Xin-wei and LI Zhi-shun.Active acoustic signal detection based on wavelet transform[J].Technical Acoustics,2003,22(2):102-104. |
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| Authors: | YU Qiu-xing FU Xin-wei and LI Zhi-shun |
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| Affiliation: | Northwestern Polytechnical University, Xi''an 710072, China;Northwestern Polytechnical University, Xi''an 710072, China;Northwestern Polytechnical University, Xi''an 710072, China |
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| Abstract: | Signal detection is an important subject in acoustic signal processing. This paper studies self-noise of underwater aircrafts. It has been found that the noise is inversely proportional to frequency. Taking into account that wavelet transform of such 1/f signal may be viewed as a Karhunen-Loeve expansion, a new method based on wavelet transform for detection of active acoustic signal buried in 1/f noise is proposed. The detection statistic based on the wavelet coefficients is given, and the performance of the detector is evaluated. Compared with the matched filter and energy detector, experimental results show that the proposed approach is effective. |
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| Keywords: | wavelet transform 1/f noise detection |
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