搭建低成本硬件在环仿真平台,实现可控地模拟地球磁场用于导航实验。
Hardware-in-the-loop Simulation Testbed for Geomagnetic Navigation
- 用软硬件协同生成与仿真环境一致的物理磁场。
- 实测磁场精度、均匀性、稳定性均达标,收敛速度快。
- 适合实验室验证磁导航算法,节省海洋等真实场景测试成本。
地磁导航利用无处不在的地球磁场信号实现定位,无需依赖GPS或预先存储的地图,尤其适用于探索未知区域的长距离导航。当前研究仍处于早期阶段,多停留在仿真与计算验证,缺乏低成本、可部署的实验平台。本文提出一种硬件在环仿真测试平台,用于支持地磁导航实验。平台通过软件模拟导航环境动态,硬件生成与之匹配的物理磁场。采用现成硬件构建,无需屏蔽室,降低开发成本。设计了磁场生成控制与参数优化机制,确保场生成质量。通过详细性能分析,验证了生成磁场在精度、均匀性、稳定性和收敛速度上的表现,各项指标满足实验需求,可在实验室替代高成本的真实场景测试。
原文摘要 · Abstract (English)
Geomagnetic navigation leverages the ubiquitous Earth's magnetic signals to navigate missions, without dependence on GPS services or pre-stored geographic maps. It has drawn increasing attention and is promising particularly for long-range navigation into unexplored areas. Current geomagnetic navigation studies are still in the early stages with simulations and computational validations, without concrete efforts to develop cost-friendly test platforms that can empower deployment and experimental analysis of the developed approaches. This paper presents a hardware-in-the-loop simulation testbed to support geomagnetic navigation experimentation. Our testbed is dedicated to synthesizing geomagnetic field environment for the navigation. We develop the software in the testbed to simulate the dynamics of the navigation environment, and we build the hardware to generate the physical magnetic field, which follows and aligns with the simulated environment. The testbed aims to provide controllable magnetic field that can be used to experiment with geomagnetic navigation in labs, thus avoiding real and expensive navigation experiments, e.g., in the ocean, for validating navigation prototypes. We build the testbed with off-the-shelf hardware in an unshielded environment to reduce cost. We also develop the field generation control and hardware parameter optimization for quality magnetic field generation. We conduct a detailed performance analysis to show the quality of the field generation by the testbed, and we report the experimental results on performance indicators, including accuracy, uniformity, stability, and convergence of the generated field towards the target geomagnetic environment.
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