Abstract
The ongoing advance in micro technologies gives rise to increasingly versatile and capable sensors as well as unprecedented computational power and communication options in diminishing scale. The notion of smart dust summarizes ubiquitous computing and sensing application systems, which can serve for local as well as global information acquisition and decision making. For off-the-shelf-nodes, and even more for dedicated physical designs, the system design process becomes increasingly challenging and potentially intractable. Automated design methods emerging for intelligent systems are introduced as a remedy. These considerations will be extended to variations, that multiple system instances have to face in real-world applications and potential compensation by incorporation of self-x properties. These concepts are elucidated for the case of reconfigurable and evolvable sensor electronics. Finally, an application perspective of the presented approach for integrated distributed sensing in home automation, assisted living, and in particular, smart kitchen applications, denoted as culinary assistance systems will be presented.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Augusto, J.C.: Ambient Assisted Living (AAL): Past, Present and Future. In: 2nd Workshop on Behavior Monitoring and Interpretation BMI 2008 at KI 2008, Kaiserslautern (2008)
Bonanni, L., Lee, C.H., Selker, T.: Counter Intelligence: Augmented Reality Kitchen. In: CHI 2005, Portland, Oregon, USA (2005)
Eberhardt, M., Roth, S., König, A.: Industrial Application of Machine-In-the-Loop-Learning for a Medical Robot Vision System - Concept and Comprehensive Field Study. In: Advances on Computer-based Biological Signal Processing (CEE), Elsevier, Amsterdam (2008)
Steinhage, A., Lauterbach, C.: Monitoring Movement Behavior by Means of a large Area Proximity Sensor Array in the Floor. In: 2nd Workshop on Behavior Monitoring and Interpretation BMI 2008 at KI 2008, Kaiserslautern (2008)
Kranz, M., Schmidt, S., Rusu, R.B., Maldonado, A., Beetz, M., Hörnler, B., Rigoll, G.: Sensing Technologies and the Player Middleware for Context Awareness in Kitchen Environments. In: 4th Int. Conf. on Networked Sensing Systems, June 6-8, 2007, pp. 179–186 (2007)
König, A., Eberhardt, M., Wenzel, R.: QuickCog Self-Learning Recognition System - Exploiting machine learning techniques for transparent and fast industrial recognition system design. In: Image Processing Europe, PennWell, September/October Issue, pp. 10–19 (1999)
Peters, S., König, A.: Optimized texture operators for the automated design of image analysis systems: Non-linear and oriented kernels vs. gray value co-occurrence matrices. Special issue of International Journal of Hybrid Intelligent Systems, IJHIS (2007)
Iswandy, K., König, A., Fricke, T., Baumbach, M., Schütze, A.: Towards Automated Configuration of Multi-Sensor Systems Using Evolutionary Computation - A Method and a Case Study. Journal of Computational and Theoretical Nanoscience 2(4), 574–582 (2005)
Iswandy, K., König, A.: A Novel Fully Evolved Kernel Method for Feature Computation from Multisensor Signal Using Evolutionary Algorithms. In: Proc. of 7th International Conference on Hybrid Intelligent Systems (HIS 2007), Kaiserslautern, Germany (2007)
Tawdross, P., König, A.: Mixtrinsic Multi-Objective Reconfiguration of Evolvable Sensor Electronics. In: Proceedings of Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), Edinburgh, Scotland, UK, pp. 51–57. IEEE Computer Society, Los Alamitos (2007)
König, A., Lakshmanan, S.K., Tawdross, P.: Concept and First Evaluation of Dynamically Reconfigurable Sensor Electronics. In: Proc. of the 13th Int. Conf. Sensor Conference 2007, SENSOR+TEST 2007, Nürnberg, Germany, May 22-24, 2007, pp. 277–282 (2007)
Lakshmanan, S.K., Tawdross, P., König, A.: Towards Generic On-the-Fly Reconfigurable Sensor Electronics for Embedded System - First Measurement Results of Reconfigurable Folded Cascode Amplifier Building Block. In: Proc. of the 20th Int. Conf. on VLSI Design, Bangalore, India, January 6-10 (2007)
ChefTec, Product Information (2008), www.culinarysoftware.com
Schneider, M.: The Semantic Cookbook – Sharing Cooking Experience in the Smart Kitchen. In: 3rd IET Int. Conf. on Intelligent Environments, pp. 416–423 (2007), http://www.dfki.de/web/shared-life
Wahlster, W.: Das Internet der Dinge im Alltag – Umgebungsintelligenz rund um das Auto und den Supermarkt der Zukunft. Presentation at Tag der Technologie 2007, November 22, Fraunhoferzentrum, Kaiserslautern (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
König, A. (2009). Automated and Holistic Design of Intelligent and Distributed Integrated Sensor Systems with Self-x Properties for Applications in Vision, Robotics, Smart Environments, and Culinary Assistance Systems. In: Köppen, M., Kasabov, N., Coghill, G. (eds) Advances in Neuro-Information Processing. ICONIP 2008. Lecture Notes in Computer Science, vol 5507. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03040-6_101
Download citation
DOI: https://doi.org/10.1007/978-3-642-03040-6_101
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-03039-0
Online ISBN: 978-3-642-03040-6
eBook Packages: Computer ScienceComputer Science (R0)