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首页> 外文期刊>ICES Journal of Marine Science >A post-processing technique to estimate the signal-to-noise ratio and remove echosounder background noise
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A post-processing technique to estimate the signal-to-noise ratio and remove echosounder background noise

机译:一种估计信噪比并消除背景噪声下回声的后处理技术

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摘要

A simple and effective post-processing technique to estimate echosounder background-noise levels and signal-to-noise ratios (SNRs) during active pinging is developed. Similar to other methods of noise estimation during active pinging, this method assumes that some portion of the sampled acoustic signal is dominated by background noise, with a negligible contribution from the backscattered transmit signal. If this assumption is met, the method will provide robust and accurate estimates of background noise equivalent to that measured by the receiver if the transmitter were disabled. It provides repeated noise estimates over short intervals of time without user intervention, which is beneficial in cases where background noise changes over time. In situations where background noise is dominant in a portion of the recorded signal, it is straightforward to make first-order corrections for the effects of noise and to estimate the SNR to evaluate the effects of background noise on acoustic measurements. Noise correction and signal-to-noise-based thresholds have the potential to improve inferences from acoustic measurements in lower signal-to-noise situations, such as when surveying from noisy vessels, using multifrequency techniques, surveying at longer ranges, and when working with weak acoustic targets such as invertebrates and fish lacking swimbladders.
机译:开发了一种简单有效的后处理技术,用于在主动ping过程中估计背景噪声水平和信噪比(SNR)下的回声。与主动ping过程中的其他噪声估计方法类似,此方法假定采样声信号的某些部分由背景噪声控制,而反向散射发射信号的贡献可忽略不计。如果满足该假设,则该方法将提供与接收机禁用的情况下等效的,由接收机测量的背景噪声的鲁棒且准确的估计。它可以在较短的时间间隔内提供重复的噪声估计,而无需用户干预,这在背景噪声随时间变化的情况下很有用。在部分记录的信号中背景噪声占主导的情况下,可以直接对噪声影响进行一阶校正,并估算SNR来评估背景噪声对声学测量的影响。噪声校正和基于信噪比的阈值有可能改善在信噪比较低的情况下从声学测量得出的推论,例如从嘈杂的船只进行测量,使用多频技术,在更长的范围内进行测量以及与声音较弱的目标,例如无脊椎动物和缺乏游泳用具的鱼。

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