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Bathymetric Sidescan Sonar Bottom Estimation Accuracy: Tilt Angles and Waveforms

机译:测深Sidescan声纳底部估计精度:倾斜角度和波形

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This paper presents a detailed analysis of bottom estimation performance of bathymetric sidescan sonar. Both general and closed-form expressions for the cross correlations of the received backscatter across a receive array are determined for a square pulse, match-filtered square pulse, and a chirp Gaussian pulse. The closed-form expressions clearly show the contributions that the various error mechanisms make to the correlation. Through geometry, simulation, and the Cramer–Rao lower bound (CRLB), it is demonstrated that when the array is tilted, a double-angle region results, which requires two angles to be estimated rather than just one, if the location of the bottom is to be determined correctly. Estimating two angles requires an array with at least three elements as opposed to two elements typically employed in simple relative-phase bathymetric sidescan sonar. It is shown through simulation that multiple angle estimates made with a simple linear prediction algorithm attain estimates near the CRLB and that the CRLB can be used to establish confidence limits. The bottom estimation performance related to a match-filtered Gaussian pulse and Gaussian chirp pulse are compared with that obtained with a match-filtered square pulse. Little difference in performance is found except when the angle estimation accuracy is thermal noise limited and then the chirp pulse performs better because of the higher resultant ${snr}$. A simple approximation procedure for predicting estimation performance is developed along with conditions for its application. Examples of bottom estimation performance are given for different array sizes, tilt angles, frequencies, and water types.
机译:本文详细介绍了测深侧扫声纳的底部估计性能。针对方脉冲,匹配滤波后的方脉冲和线性调频高斯脉冲,确定了整个接收阵列中接收到的反向散射的互相关的一般形式和封闭形式。封闭形式的表达式清楚地表明了各种错误机制对相关性的贡献。通过几何学,模拟和Cramer-Rao下界(CRLB),证明了当阵列倾斜时,会产生一个双角度区域,如果需要调整角度,则需要估计两个角度而不是一个角度。底部应正确确定。与简单的相对相位测深侧扫声纳中通常使用的两个元素相反,估计两个角度需要一个至少包含三个元素的阵列。通过仿真显示,使用简单的线性预测算法进行的多个角度估计可以在CRLB附近获得估计,并且可以将CRLB用于建立置信极限。将与匹配滤波的高斯脉冲和高斯线性调频脉冲相关的最低估计性能与使用匹配滤波的方波脉冲获得的最低估计性能进行比较。除了当角度估计精度受热噪声限制并且由于较高的结果$ {snr} $而使线性调频脉冲性能更好时,发现几乎没有性能差异。开发了一种用于预测估计性能的简单近似程序以及其应用条件。对于不同的阵列大小,倾斜角度,频率和水类型,给出了底部估计性能的示例。

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