Fuzzy-based intelligent sensors: modeling, design, application

This paper presents a modeling of intelligent sensors based on a representation of the sensor by services it uses or it proposes, and by its user operating modes (USOMs). This modeling is used for the definition of the reactive layer of distributed agent based intelligent sensors. Our area of interest is the agent-level layer in which the concept of IIC (intelligent instrument cluster) is defined. An application that uses fuzzy-based intelligent sensors is presented in order to illustrate the concepts.

[1]  Michel Robert,et al.  Intelligent Instruments: Some Modelling Approaches , 1996 .

[2]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[3]  De Boelelaan Virtual Instrumentation: A survey of Standards and their Interrelation. , 1997 .

[4]  Marcel Staroswiecki,et al.  Building Distributed Architectures by the Interconnection of Intelligent Instruments , 1998 .

[5]  Amy L. Lansky,et al.  Reactive Reasoning and Planning , 1987, AAAI.

[6]  Laurent Foulloy,et al.  Safe design of CANopen distributed instruments , 2001, IMTC 2001. Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference. Rediscovering Measurement in the Age of Informatics (Cat. No.01CH 37188).

[7]  Laurent Foulloy,et al.  Fuzzy symbolic sensors—From concept to applications , 1994 .

[8]  Marcel Staroswiecki,et al.  Models and languages for the interoperability of smart instruments , 1994, Autom..

[9]  L. Foulloy,et al.  Fuzzy sensor for the perception of colour , 1994, Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference.

[10]  Laurent Foulloy,et al.  Smart Spectrometer for Distributed Fuzzy Control , 1999 .

[11]  Qingping Yang,et al.  An object-oriented model of measurement systems , 1998, IEEE Trans. Instrum. Meas..

[12]  Michael Wooldridge,et al.  Intelligent agents: theory and practice The Knowledge Engineering Review , 1995 .

[13]  Marcel Staroswiecki,et al.  How Can Intelligent Instruments Interoperate in an Application Framework? A Mechanism for Taking into Account Operating Constraints , 1997 .

[14]  E. Benolt,et al.  A dedicated language for distributed intelligence-based fuzzy sensors , 1998, IMTC/98 Conference Proceedings. IEEE Instrumentation and Measurement Technology Conference. Where Instrumentation is Going (Cat. No.98CH36222).

[15]  Laurent Foulloy,et al.  Fuzzy sensor aggregation: application to comfort measurement , 1994 .

[16]  Nicholas R. Jennings,et al.  Agent-Based Computing , 2002, Intelligent Information Processing.

[17]  Gerhard Schrott A multi-agent distributed real-time system for a microprocessor field-bus network , 1995, Proceedings Seventh Euromicro Workshop on Real-Time Systems.

[18]  Edgar Nett,et al.  On the coordination of autonomous systems , 1999, Proceedings. Fifth International Workshop on Object-Oriented Real-Time Dependable Systems.

[19]  Laurent Foulloy,et al.  A software tool for designing intelligent sensors , 2000, Proceedings of the 17th IEEE Instrumentation and Measurement Technology Conference [Cat. No. 00CH37066].