Digital fuzzy logic controller: Design and implementation

被引:65
作者
Patyra, MJ [1 ]
Grantner, JL [1 ]
Koster, K [1 ]
机构
[1] WESTERN MICHIGAN UNIV,DEPT ELECT & COMP ENGN,KALAMAZOO,MI 49008
关键词
D O I
10.1109/91.544304
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, various aspects of digital fuzzy logic controller (FLC) design and implementation are discussed. Classic and improved models of the single-input single-output (SISO), multiple-input single-output (MISO), and multiple-input multiple-output (MIMO) PLC's are analyzed in terms of hardware cost and performance. A set of universal parameters to characterize any hardware realization of digital FLC's is defined, The comparative study of classic and alternative MIMO FLC's is presented as a generalization of other controller configurations, A processing element (PE) for the parallel FLC architecture realizing improved inferencing of MIMO system is designed, characterized, and tested, Finally, as a case feasibility study,a direct data stream (DDS) architecture for complete digital fuzzy controller is shown as an improved Solution for high-speed, cost-effective, real-time control applications.
引用
收藏
页码:439 / 459
页数:21
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