LPC-EKF与LPC-UKF在UUV方位跟踪系统中的比较

J. Xu, Shenzhen Ren, X. Feng, C. Lin
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引用次数: 0

摘要

无人潜航器在民用、军事和学术领域有着各种各样的任务。它们有能力探索载人资产无法到达的区域,并执行对人类有风险的任务。特别是,uuv能够在靠近海岸线的浅水区域进行方位跟踪。本文比较了对数极坐标EKF (LPC-EKF)和对数极坐标UKF (LPC-UKF)的估计问题。它的目的是跟踪运动目标的运动学(位置,速度和航向)使用噪声损坏的轴承测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparing of LPC-EKF, LPC-UKF in UUV bearings-only tracking systems
Unmanned underwater vehicles have various missions within civilian, military and academic sectors. They have the ability to explore areas unavailable to manned assets and to perform duties that are risky to humans. In particular,UUVs have the ability to perform bearings-only tracking in shallow areas near shorelines. This article compares a Logarithmic Polar Coordinates EKF (LPC-EKF) and Logarithmic Polar UKF (LPC-UKF) for the estimation problem. Its objective is to track the kinematics (position, velocity and course) of a moving target using noise-corrupted bearing measurements.
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