This book provides a comprehensive introduction to the concepts and idea of multisensor data fusion. The reader is made familiar with tools taken from a wide range of diverse subjects including, neural networks, signal processing, statistical estimation, tracking algorithms, computer vision and control theory which are combined by using a common statistical framework. The book is illustrated with many real-life examples taken from a diverse range of applications and contains an extensive list of modern references.