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Manoonpong, Poramate: Neural preprocessing and control of reactive walking machines. 2006
Inhalt
Zusammenfassung
Abstract
Acknowledgements
Declaration
Table of Contents
List of Tables
Symbols and Acronyms
Introduction
Background
Goals
Organization of the thesis
Biologically inspired perception-action systems
Senses and behavior of animals
Obstacle avoidance behavior
Prey capture behavior
Morphologies of walking animals
A Salamander
A Cockroach
Locomotion control of walking animals
Conclusion
Neural concepts and modelling
Neural networks
A biological neuron
An artificial neuron
Models of artificial neural networks
Discrete dynamics of the single neuron
Evolutionary algorithm
Conclusion
Physical sensors and walking machine platforms
Physical sensors
An artificial auditory-tactile sensor
A stereo auditory sensor
Antenna-like sensors
Walking machine platforms
The four-legged walking machine AMOS-WD02
The six-legged walking machine AMOS-WD06
Conclusion
Artificial perception-action systems
Neural preprocessing of sensory signals
The auditory signal processing
Preprocessing of a tactile signal
Preprocessing of antenna-like sensor data
Neural control of walking machines
The neural oscillator network
The velocity regulating network
The modular neural controller
Behavior control
The obstacle avoidance controller
The sound tropism controller
The behavior fusion controller
Conclusion
Performance of artificial perception-action systems
Testing the neural preprocessing
The artificial auditory-tactile sensor data
The stereo auditory sensor data
The antenna-like sensor data
Implementation on the walking machines
The obstacle avoidance behavior
The sound tropism
The behavior fusion
Conclusion
Conclusions
Summary of contributions
Possible future work
Bibliography
Description of the walking machines
The AMOS-WD02
The AMOS-WD06
Mechanical drawing of servomotor modules