Jonathan M. Garibaldi

About

Jonathan M. Garibaldi is a researcher whose work spans autonomous robotics, artificial immune systems, and fuzzy logic control — fields at the intersection of bio-inspired computation and intelligent systems. His most recognized contribution, a potential field-based approach to multi-robot search and rescue (2007, 151 citations), established foundational techniques for coordinating robot swarms in complex environments. Alongside this, Garibaldi pioneered the application of artificial immune system models to mobile robotics, drawing on Jerne's idiotypic network theory to develop adaptive, behavior-based controllers — work reflected across several influential papers from 2007 to 2009. He has also made significant strides in fuzzy logic control, exploring the advantages of Type-2 fuzzy systems over classical Type-1 approaches in micro-robot and UAV navigation contexts, including a notable 2018 study (65 citations) addressing input uncertainty in quadrotor control using nonsingleton fuzzy logic. His more recent research extends these principles to wearable robotic systems integrating origami structures and Type-2 fuzzy decision-making. Collectively, Garibaldi's body of work demonstrates a sustained commitment to making autonomous and adaptive robotic systems more robust, intelligent, and practically deployable.

Research Focus

Key Achievements

Top Papers

1. 1
   Multi-Robot Search and Rescue: A Potential Field Based Approach

   151 citations · 2007
2. 2
   Idiotypic Immune Networks in Mobile-Robot Control

   83 citations · 2007
3. 3
   The Application of a Dendritic Cell Algorithm to a Robotic Classifier

   68 citations · 2007
4. 4
   Input Uncertainty Sensitivity Enhanced Nonsingleton Fuzzy Logic Controllers for Long-Term Navigation of Quadrotor UAVs

   65 citations · 2018
5. 5
   Shared Potential Fields and their place in a multi-robot co-ordination taxonomy

   25 citations · 2009
6. 6
   A comparison of Type-1 and Type-2 fuzzy controllers in a micro-robot context

   24 citations · 2009
7. 7
   An Idiotypic Immune Network as a Short-Term Learning Architecture for Mobile Robots

   23 citations · 2008
8. 8
   Two-timescale learning using idiotypic behaviour mediation for a navigating mobile robot

   16 citations · 2009
9. 9
   Reshaping Wearable Robots Using Fuzzy Intelligence: Integrating Type-2 Fuzzy Decision, Intelligent Control, and Origami Structure

   11 citations · 2023
10. 10
    A novel dual-surface type-2 controller for micro robots

    11 citations · 2010

Key Collaborators

Contact & Links