A Method of Wind Velocity Estimation Using a Tethered, Spherical Balloon with Standard Aviation Sensors

T. Yomchinda
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Abstract

This paper presents the utilization of an inertial measurement unit (IMU) for wind-characterization applications. A method of wind velocity estimation using an IMU installed on a tethered balloon is described. The system of a balloon tethered to a ground station acts as a measuring instrument for wind approximation. The wind-responding motion of tethered balloon is captured with the utilization of a standard set of on-board sensors (i.e., accelerometers, gyroscope, thermometer, and barometer). An Extended Kalman Filter (EKF) technique is implemented for the wind estimation with the use of an estimated motion of spherical balloon. The performance of the developed method in order to measure the wind speed in variations of frequencies is determined. The limitation of the system performance is found to be due to the delay in the filter and performance of the selected sensor set.
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用带标准航空传感器的系留球形气球估算风速的方法
本文介绍了惯性测量单元(IMU)在风特性分析中的应用。本文描述了一种利用安装在系留气球上的IMU进行风速估计的方法。一个系在地面站上的气球系统作为风力近似的测量仪器。利用一套标准的机载传感器(即加速度计、陀螺仪、温度计和气压计)捕捉系绳气球的风响应运动。利用球形气球的运动估计,实现了扩展卡尔曼滤波(EKF)技术。确定了该方法在不同频率下测量风速的性能。发现系统性能的限制是由于滤波器的延迟和所选传感器集的性能。
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