Yang Qinghua, Shen Yang, Sun Xuetao, Wang Changfa
School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.
Shanghai Aircraft Manufacturing Co., Ltd., Shanghai 200436, China.
Sensors (Basel). 2024 Sep 6;24(17):5795. doi: 10.3390/s24175795.
Accurately estimating single-axis rotational angle changes is crucial in many high-tech domains. However, traditional angle measurement techniques are often constrained by sensor limitations and environmental interferences, resulting in significant deficiencies in precision and stability. Moreover, current methodologies typically rely on fixed-axis rotation models, leading to substantial discrepancies between measured and actual angles due to axis misalignment. To address these issues, this paper proposes an innovative method for single-axis rotational angle estimation. It introduces a calibration technique for installation errors between inertial measurement units and the overall measurement system, effectively translating dynamic rotational inertial outputs to system enclosure outputs. Subsequently, the method employs triaxial accelerometers combined with zero-velocity detection technology to estimate the rotation axis position. Finally, it delves into analyzing the relationship between quaternion and axis-angle, aimed at reducing noise interference for precise rotational angle estimation. Based on this proposed methodology, a Low-Cost, a High Accuracy Measurement System (HAMS) integrating sensor fusion was designed and implemented. Experimental results demonstrate static measurement errors below ±0.15° and dynamic measurement errors below ±0.5° within a ±180° range.
在许多高科技领域,准确估计单轴旋转角度变化至关重要。然而,传统的角度测量技术常常受到传感器限制和环境干扰的制约,导致精度和稳定性存在显著不足。此外,当前的方法通常依赖于固定轴旋转模型,由于轴不对准,导致测量角度与实际角度之间存在较大差异。为了解决这些问题,本文提出了一种创新的单轴旋转角度估计方法。它引入了一种用于惯性测量单元与整个测量系统之间安装误差的校准技术,有效地将动态旋转惯性输出转换为系统外壳输出。随后,该方法采用三轴加速度计结合零速度检测技术来估计旋转轴位置。最后,深入分析四元数与轴角之间的关系,旨在减少噪声干扰以进行精确的旋转角度估计。基于此提出的方法,设计并实现了一个集成传感器融合的低成本高精度测量系统(HAMS)。实验结果表明,在±180°范围内,静态测量误差低于±0.15°,动态测量误差低于±0.5°。