小型无人机应用的载波相位GNSS姿态确定与控制

R. Sabatini, Anish Kaharkar, C. Bartel, Tesheen Shaid
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引用次数: 9

摘要

作为我们最近评估低成本导航传感器在无人机(UAV)应用中的潜力的研究的一部分,我们研究了载波相位全球导航卫星系统(GNSS)在小型无人机姿态确定和控制方面的潜力。针对不同观测点(即天线位置)获得的多个姿态测量数据进行组合,提出了递推最优估计算法,并在各种动态条件下对其效率进行了测试。提出的算法收敛速度快,即使在高动态机动时也能产生所需的输出。本文给出了理论性能分析和仿真活动的结果,重点介绍了GNSS干涉方法在无人机应用中的优势(即低成本、高数据速率、小体积/重量、低信号处理要求等)。模拟活动集中在AEROSONDE无人机平台上,并考虑了干涉GNSS技术对低成本、低重量/低体积综合导航系统(在本系列的第一部分中提出)的可能增强,该系统采用基于视觉的导航(VBN)系统、基于微机电传感器(MEMS)的惯性测量单元(IMU)和编码范围GNSS(即GPS和GALILEO)进行位置和速度计算。利用干涉式GNSS姿态确定(GAD)传感器数据对VBN-IMU-GNSS (VIG)集成系统进行了增强,并与VIG和VIG/GAD集成导航制导系统(NGS)进行了性能比较。最后,利用这些NGS提供的数据对AEROSONDE无人机采用模糊逻辑和比例积分导数(PID)技术的混合控制器进行优化设计。
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Carrier-phase GNSS Attitude Determination and Control for Small Unmanned Aerial Vehicle Applications
As part of our recent research to assess the potential of low-cost navigation sensors for Unmanned Aerial Vehicle (UAV) applications, we investigated the potential of carrier-phase Global Navigation Satellite System (GNSS) for attitude determination and control of small size UAVs. Recursive optimal estimation algorithms were developed for combining multiple attitude measurements obtained from different observation points (i.e., antenna locations), and their efficiencies were tested in various dynamic conditions. The proposed algorithms converged rapidly and produced the required output even during high dynamics manoeuvres. Results of theoretical performance analysis and simulation activities are presented in this paper, with emphasis on the advantages of the GNSS interferometric approach in UAV applications (i.e., low cost, high data-rate, low volume/weight, low signal processing requirements, etc.). The simulation activities focussed on the AEROSONDE UAV platform and considered the possible augmentation provided by interferometric GNSS techniques to a low-cost and low-weight/volume integrated navigation system (presented in the first part of this series) which employed a Vision-Based Navigation (VBN) system, a Micro- Electro-Mechanical Sensor (MEMS) based Inertial Measurement Unit (IMU) and code-range GNSS (i.e., GPS and GALILEO) for position and velocity computations. The integrated VBN-IMU-GNSS (VIG) system was augmented using the inteferometric GNSS Attitude Determination (GAD)sensor data and a comparison of the performance achieved with the VIG and VIG/GAD integrated Navigation and Guidance Systems (NGS) is presented in this paper. Finally, the data provided by these NGS are used to optimise the design of a hybrid controller employing Fuzzy Logic and Proportional-Integral-Derivative (PID) techniques for the AEROSONDE UAV.
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