Fuzzy identification of distributed components

Author(s):  
E. Damiani ◽  
M. G. Fugini
Author(s):  
Yang Chen ◽  
Jiaxiu Yang

In recent years, fuzzy identification based on system identification theory has become a hot academic topic. Interval type-2 fuzzy logic systems (IT2 FLSs) have become a rising technology. This paper designs a type of Nagar-Bardini (NB) structure-based singleton IT2 FLSs for fuzzy identification problems. The antecedents of primary membership functions of IT2 FLSs are chosen as Gaussian type-2 primary membership functions with uncertain standard deviations. Then, the back propagation algorithms are used to tune the parameters of IT2 FLSs according to the chain rule of derivation. Compared with the type-1 fuzzy logic systems, simulation studies show that the proposed IT2 FLSs can obtain better abilities of generalization for fuzzy identification problems.


2007 ◽  
Vol 7 (3) ◽  
pp. 1092-1101 ◽  
Author(s):  
Amine Trabelsi ◽  
Frederic Lafont ◽  
Mohamed Kamoun ◽  
Gilles Enea
Keyword(s):  

2009 ◽  
Vol 48 (02) ◽  
pp. 162-169 ◽  
Author(s):  
P. Pharow ◽  
B. Blobel

Summary Objectives: EHR systems are core applications in any eHealth/pHealth environment and represent basic services for health telematics platforms. Standards Developing Organizations as well as national programs define EHR architectures as well as related design, implementation, and deployment processes. Claiming to meet the challenge for semantic interoperability and to offer a sustainable pathway, the resulting documents and specifications are sometimes controversial and even inconsistent. Methods: Based on long-term experiences from national and international EHR projects, inputs from related academic groups, and active involvement at CEN, ISO, HL7, an analysis and evaluation study has been performed. Using the Generic Component Model (GCM) reference architecture, the characteristics for advanced and sustainable EHR architectures have been investigated. The dimensions of such an architectural reference model have been described, including basic principles of the underlying formal logical framework. Results: Strengths and weaknesses of the different standards, specifications, and approaches have been studied and summarized. Migration pathways for re-using and harmonizing the available materials as well as for formally defining standards development roadmaps can be derived. Conclusions: For providing interoperable and sustainable EHR systems, an EHR architecture reflecting all paradigms of the GCM is absolutely necessary. The resulting EHR solution represents a services architecture of distributed components. The development process shall be completely model-driven and tool-based with formalized specifications of all domains’ aspects.


Sign in / Sign up

Export Citation Format

Share Document