Ebook: Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour
- Tags: Automation and Robotics, Numerical and Computational Methods in Engineering, Artificial Intelligence (incl. Robotics), Systems Theory Control, Complexity
- Year: 2006
- Publisher: Springer-Verlag London
- Edition: 1
- Language: English
- pdf
Mobile robotics is a cutting-edge research topic, which until recently has primarily focused on issues such as the design of controllers and robot hardware. The field is now ready to embrace theoretical methods from dynamical systems theory, statistics and system identification to produce quantitative analyses and computer models of robot-environment interaction.
Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour is a decisive step towards a theoretical understanding of the operation of autonomous mobile robotics. This book presents cutting-edge research results on the application of chaos theory, parametric and non-parametric statistics and dynamical systems theory in mobile robotics. It presents foundations of a theory of mobile robotics by providing a quantitative analysis of the interaction between robot, task and environment. Practical examples and case studies show how robot behaviour can be logged, modelled, analysed and interpreted. This new approach will aid the design of controllers, analysis of agent behaviour and the verification of experimental results.
As the first book to apply advanced scientific methods to the growing field of mobile robots, Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour will interest researchers, lecturers and post-graduate students in robotics, artificial intelligence and cognitive science.
Mobile robotics is a cutting-edge research topic, which until recently has primarily focused on issues such as the design of controllers and robot hardware. The field is now ready to embrace theoretical methods from dynamical systems theory, statistics and system identification to produce quantitative analyses and computer models of robot-environment interaction.
Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour is a decisive step towards a theoretical understanding of the operation of autonomous mobile robotics. This book presents cutting-edge research results on the application of chaos theory, parametric and non-parametric statistics and dynamical systems theory in mobile robotics. It presents foundations of a theory of mobile robotics by providing a quantitative analysis of the interaction between robot, task and environment. Practical examples and case studies show how robot behaviour can be logged, modelled, analysed and interpreted. This new approach will aid the design of controllers, analysis of agent behaviour and the verification of experimental results.
As the first book to apply advanced scientific methods to the growing field of mobile robots, Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour will interest researchers, lecturers and post-graduate students in robotics, artificial intelligence and cognitive science.
Mobile robotics is a cutting-edge research topic, which until recently has primarily focused on issues such as the design of controllers and robot hardware. The field is now ready to embrace theoretical methods from dynamical systems theory, statistics and system identification to produce quantitative analyses and computer models of robot-environment interaction.
Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour is a decisive step towards a theoretical understanding of the operation of autonomous mobile robotics. This book presents cutting-edge research results on the application of chaos theory, parametric and non-parametric statistics and dynamical systems theory in mobile robotics. It presents foundations of a theory of mobile robotics by providing a quantitative analysis of the interaction between robot, task and environment. Practical examples and case studies show how robot behaviour can be logged, modelled, analysed and interpreted. This new approach will aid the design of controllers, analysis of agent behaviour and the verification of experimental results.
As the first book to apply advanced scientific methods to the growing field of mobile robots, Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour will interest researchers, lecturers and post-graduate students in robotics, artificial intelligence and cognitive science.
Content:
Front Matter....Pages i-xiv
A Brief Introduction to Mobile Robotics....Pages 1-9
Introduction to Scientific Methods in Mobile Robotics....Pages 11-28
Statistical Tools for Describing Experimental Data....Pages 29-84
Dynamical Systems Theory and Agent Behaviour....Pages 85-120
Analysis of Agent Behaviour — Case Studies....Pages 121-138
Computer Modelling of Robot-Environment Interaction....Pages 139-194
Conclusion....Pages 195-200
Back Matter....Pages 201-207
Mobile robotics is a cutting-edge research topic, which until recently has primarily focused on issues such as the design of controllers and robot hardware. The field is now ready to embrace theoretical methods from dynamical systems theory, statistics and system identification to produce quantitative analyses and computer models of robot-environment interaction.
Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour is a decisive step towards a theoretical understanding of the operation of autonomous mobile robotics. This book presents cutting-edge research results on the application of chaos theory, parametric and non-parametric statistics and dynamical systems theory in mobile robotics. It presents foundations of a theory of mobile robotics by providing a quantitative analysis of the interaction between robot, task and environment. Practical examples and case studies show how robot behaviour can be logged, modelled, analysed and interpreted. This new approach will aid the design of controllers, analysis of agent behaviour and the verification of experimental results.
As the first book to apply advanced scientific methods to the growing field of mobile robots, Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour will interest researchers, lecturers and post-graduate students in robotics, artificial intelligence and cognitive science.
Content:
Front Matter....Pages i-xiv
A Brief Introduction to Mobile Robotics....Pages 1-9
Introduction to Scientific Methods in Mobile Robotics....Pages 11-28
Statistical Tools for Describing Experimental Data....Pages 29-84
Dynamical Systems Theory and Agent Behaviour....Pages 85-120
Analysis of Agent Behaviour — Case Studies....Pages 121-138
Computer Modelling of Robot-Environment Interaction....Pages 139-194
Conclusion....Pages 195-200
Back Matter....Pages 201-207
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