High precision ultrasonic positioning using a robust optimization approach

M. O. Khyam, M. Alam, A. Lambert, C. Benson, M. Pickering
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引用次数: 5

Abstract

Typically, indoor positioning systems require higher precision than outdoor positioning systems. Outdoor positioning technologies such as GPS provide poor accuracy in indoor environments due to signal attenuation by the building fabric. In indoor environments, commercial motion-capture systems are proficient at measuring the 3D position of an object precisely. The main disadvantages of this method include its cost and complexity. In this paper, we present a precise 3D ultrasonic positioning system for medical applications, using a robust steepest descent optimization algorithm, to estimate the 3D position of an ultrasonic transmitter. Our experimental results show that the proposed system has the precision required for medical applications and has lower cost and complexity when compared with the alternative traditional optical systems.
采用鲁棒优化方法的高精度超声定位
通常,室内定位系统比室外定位系统要求更高的精度。GPS等室外定位技术在室内环境下,由于建筑物结构对信号的衰减,定位精度较差。在室内环境中,商业动作捕捉系统精通于精确测量物体的3D位置。这种方法的主要缺点包括成本和复杂性。在本文中,我们提出了一种用于医疗应用的精确三维超声定位系统,使用鲁棒最陡下降优化算法来估计超声波发射器的三维位置。实验结果表明,与传统光学系统相比,该系统具有较低的成本和较低的复杂性,具有医疗应用所需的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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