Enhancement of the Variable Universe of Discourse Control by Hammersley Sequence-Based TP Model Transformation

Guoliang Zhao, Wei Wu, Degang Wang
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引用次数: 5

Abstract

The main results of the paper concern the enhanced tensor product model transformation-based variable universe of discourse controller (EHTPVUD) design, which uses Hammersley sampling method to generate hyper-cube grid for higher order singular value decomposition. Moreover, Hammersley sampling method-based parallel distributed compensation is also proposed as a comparison to the newly proposed variable universe of discourse controller. Error and error derivative are synthesized by the gains which are generated by Hammersley sampling method-based parallel distributed compensation. Then, EHTPVUD is designed based on the error universe of discourse and error derivative universe of discourse. Finally, EHTPVUD is tested by the gantry crane stabilization control problem and gantry crane tracking control problem.
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基于Hammersley序列的TP模型转换增强话语控制的可变域
本文的主要成果是基于增强张量积模型变换的变量语域控制器(EHTPVUD)设计,该设计采用Hammersley采样方法生成超立方体网格进行高阶奇异值分解。此外,本文还提出了基于Hammersley采样方法的并行分布式补偿方法,并与新提出的可变语篇控制域进行了比较。利用基于Hammersley采样法的并行分布补偿所产生的增益综合误差和误差导数。然后,基于语篇误差域和语篇误差派生域设计了EHTPVUD。最后,通过龙门起重机稳定控制问题和龙门起重机跟踪控制问题对该系统进行了验证。
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