Trajectory Optimization for Target Localization and Sensor Bias Calibration with Bearing-Only Information
作者机构:School of Aerospace Engineering Beijing Institute of TechnologyBeijing 100081P.R.China Yangtze River Delta Graduate School of Beijing Institute of TechnologyJiaxing 314019P.R.China School of AerospaceTransport and ManufacturingCranfield UniversityCranfield MK430ALUK
出 版 物:《Guidance, Navigation and Control》 (制导、导航与控制(英文))
年 卷 期:2022年第2卷第3期
页 面:11-29页
学科分类:08[工学] 082503[工学-航空宇航制造工程] 0825[工学-航空宇航科学与技术]
主 题:Bearing-only measurement target localization bias estimation trajectory optimization
摘 要:The problem of trajectory optimization of an unmanned aerial vehicle(UAV)for static target localization with biased bearing measurements is *** angular bias in sensor measurements is modeled as an additive constant in the observation model and jointly estimated with the position of the *** necessary conditions for system observability of this estimation problem is first derived analytically with geometrical interpretations *** trajectory of UAV is designed based on the Fisher Information Matrix(FIM)considering physical constraints to enhance the system *** results with Monte-Carlo runs are presented to demonstrate the improvement in target localization with biased measurements by UAV trajectory optimization.