Title :
Implementing an interval type-2 fuzzy processor onto a DSC 56F8013
Author :
Leottau, Leonardo ; Melgarejo, Miguel
Author_Institution :
Lab. for Autom., Microelectron. & Comput. Intell. LAMIC, Univ. Distrital Francisco Jose de Caldas, Bogota, Colombia
Abstract :
This paper presents the implementation of an interval type-2 fuzzy logic processor onto a Digital Signal Controller. The implementation is carried out using the improved iterative algorithm (IASCO) for type reduction. Results show the demand of hardware resources and the computational complexity of the proposed algorithm. Besides, it is presented the influence of parameters such as speed, memory use, accuracy, and resolution in the processor performance.
Keywords :
computational complexity; digital signal processing chips; fuzzy logic; iterative methods; DSC 56F8013; computational complexity; digital signal controller; improved iterative algorithm; interval type-2 fuzzy logic processor; Computational modeling; Digital signal processing; Engines; Hardware; Inference algorithms; Mathematical model; Random access memory;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584449
