Aims at a theoretical understanding of the operation of autonomous mobile robots. This book presents the research on the application of chaos theory, parametric and non-parametric statistics and dynamical systems theory in this field. Practical examples and case studies show how robot behaviour can be logged, analysed, interpreted and modelled.