Fakhreddine Karray

About

Fakhreddine Karray is a prominent researcher whose work spans human-robot interaction, intelligent control systems, soft computing, and distributed real-time frameworks. His most significant contributions lie in developing rigorous performance evaluation methodologies for human-robot interaction systems, recognizing early that cognitive robots operating in real-world environments require standardized metrics to ensure safe and effective collaboration with humans. His foundational 2010 paper on generalized performance metrics for human-robot interaction, his most cited work with 27 citations, helped establish a systematic framework for assessing robot cognitive capabilities, while subsequent work extended these metrics to multi-robot scenarios and task-oriented collaborative settings. Beyond interaction frameworks, Karray has made notable contributions to intelligent control design, including FPGA-based fuzzy logic controllers applied to automated parking systems and soft computing approaches enabling autonomous mobile robots to perform wall-following tasks without complex mathematical modeling. His research on multi-agent systems demonstrated coordinated control across heterogeneous robotic platforms, while the CONCORD framework addressed real-time distributed system control. Across more than a decade of research, Karray has consistently bridged theoretical modeling — including finite fuzzy state automata and temporal fuzzy systems — with practical engineering applications, making his work valuable to students and researchers working at the intersection of robotics, artificial intelligence, and autonomous systems.

Research Focus

Key Achievements

Top Papers

1. 1
   Towards generalized performance metrics for human-robot interaction

   27 citations · 2010
2. 2
   Intelligent Parking System Design Using FPGA

   21 citations · 2006
3. 3
   Modelling of robot attention demand in human-robot interaction using finite fuzzy state automata

   12 citations · 2012
4. 4
   CONCORD: A Control Framework for Distributed Real-Time Systems

   9 citations · 2007
5. 5
   Multi-Agent Based Control of a Heterogeneous System

   6 citations · 2006
6. 6
   A qualitative evaluation criterion for human-robot interaction system in achieving collective tasks

   5 citations · 2012
7. 7
   Towards Unified Performance Metrics for Multi-robot Human Interaction Systems

   5 citations · 2011
8. 8
   Soft computing techniques in intelligent wall following control for a car-like mobile robot

   5 citations · 2009
9. 9
   Temporal fuzzy based modeling as applied to the class of man-machine interaction

   4 citations · 2010
10. 10
    Cooperative Multi Target Tracking Using Multi Sensor Network

    4 citations · 2008

Key Collaborators

Contact & Links