Probabilistic Models in Building Automation - Softcover

Bruckner, Dietmar

Softcover

ISBN 10: 3836457202 ISBN 13: 9783836457200

Publisher: VDM Verlag Dr. Mueller E.K., 2008

Synopsis

The ongoing technological development in the fields of sensors, actuators as well as embedded systems leads to more and more complex and larger building automation systems. These systems allow ever-better observations of activities in buildings with a rapid growing number of possible applications. This work investigates how statistical methods can be applied to (future) building automation systems to recognize erroneous behavior and to extract semantic and context information from sensor data. A hierarchical model structure based on hidden Markov models is proposed to establish a framework for learning about daily routines. The lower levels of the model structure are used to observe the sensor values themselves whereas the higher levels provide a basis for the semantic interpretation of what is happening in the building. This book is of interest for researchers active in science and development of future context aware system for surveillance, observation, or ambient assistance as well as for all individuals interested in trends in building automation.

About this title

About the Author

The author is with the Institute of Computer Technology, Vienna University of Technology in the field of building automation. His major research interest is to exploit new models for complex systems from artificial intelligence, bionic models, and cognitive science for use in building automation to create ambient assistent living environments.

Edition details

• Publisher: VDM Verlag Dr. Mueller E.K.
• Publication date: 2008
• Language: English
• ISBN 10: 3836457202
• ISBN 13: 9783836457200
• Binding: Paperback
• Number of pages: 144