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Estimation of blood velocity using the wideband maximum likelihood estimator (ultrasonic measurement)

机译:使用宽带最大似然估计器(超声波测量)估计血流速度

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The local accuracy of the wideband point MLE (maximum likelihood estimator) is evaluated through the use of the Cramer-Rao bound. This evaluation shows that this new estimation strategy results in a reduced bound on the estimator variance in comparison with traditional strategies. In order to study global accuracy the expected estimator output is evaluated and the width of the mainlobe and the height of subsidiary peaks are reduced through the use of this estimator. In an experimental study, the predictions are compared with actual values computed from ultrasonic data. Through this investigation, the assumptions of the model are verified and the predicted improvements in local and global accuracy are confirmed.
机译:通过使用Cramer-Rao边界评估宽带点MLE(最大似然估计器)的局部精度。该评估表明,与传统策略相比,这种新的估算策略可减少估算器方差的界限。为了研究全局精度,对预期的估计器输出进行了评估,并通过使用该估计器来减小主瓣的宽度和子峰值的高度。在一项实验研究中,将预测结果与根据超声数据计算出的实际值进行比较。通过这项调查,验证了模型的假设,并确认了局部和全局精度的预期改进。

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