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基于Hammerstein-Wiener模型的射电望远镜伺服系统参数辨识

Hammerstein-Wiener Model-Based Parameter Identification for Radio Telescope Servo Systems‌

  • 摘要: 射电望远镜的大口径与高观测频段需求对伺服系统控制性能提出了更高要求. 针对天线系统中普遍存在的死区、饱和、齿隙等非线性耦合问题, 提出一种基于H-W (Hammerstein-Wiener)模型的天线伺服系统非线性建模方法, 设计了4步辨识步骤, 对H-W模型的输入非线性模块、动态线性模块及输出非线性模块进行估计. 利用新疆南山26 m射电望远镜辨识数据进行验证, 结果表明相较于传统线性系统模型, H-W模型在描述天线整体动态特性方面表现出更优性能.

     

    Abstract: The large aperture and high observation frequency requirements of radio telescopes impose stringent demands on servo system control performance. To address common nonlinear coupling issues in antenna systems, such as dead zones, saturation, and backlash, this paper proposes an H-W (Hammerstein-Wiener) model-based nonlinear modeling method for antenna servo systems. A four-step identification process is designed to estimate the input nonlinear module, dynamic linear module, and output nonlinear module of the H-W model. Validation using identification data from the 26 m radio telescope in Nanshan, Xinjiang, demonstrates that the H-W model outperforms traditional linear system models in describing the overall dynamic characteristics of the antenna.

     

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