Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

To antagonize the outcome of the demographic and the appending structural change also, a human centered assistance sys¬tem, that means an assistance system, which is completely user orientated, is introduced. The assistance system is realizing a predictive situation recognition with the aid of the evaluation of embedded, local actuators and sensor networks, to regulate and even if necessary to initiate preventive interventions in the user’s environment. The key part of the assistance system is a hierarchical arrangement of functional layers with different capabilities; a main role is taken by the pro¬babilistic modeling of system inherent activities through stochastic processes. This is demonstrated by a simplified exam¬ple of emergency case detection including a following diagnosis process, to clarify the excellence and the current weak¬ness of the assistance system.
Original languageEnglish
Title of host publicationAmbient Assisted Living : 4. AAL-Kongress 2011 in Berlin
EditorsReiner Wichert, Birgid Eberhardt
Number of pages21
PublisherSpringer Verlag
Publication date2011
Pages159-179
ISBN (print)978-3-642-18166-5, 3-642-18166-X
ISBN (electronic)978-3-642-18167-2
DOIs
Publication statusPublished - 2011
Event4. Kongress und Ausstellung zu Alltagsunterstützenden Assistenzlösungen / Active Assisted Living - AAL 2011 - Berlin, Germany
Duration: 25.01.201126.01.2011
Conference number: 4

    Research areas

  • Informatics - Hide Markov Model, Description Logic, State Sequence, Assistance System, Probabilistic Evaluation

Recently viewed

Publications

  1. Heuristic approximation and computational algorithms for closed networks
  2. Parsing Causal Models – An Instance Segmentation Approach
  3. Using haar wavelets for fault detection in technical processes
  4. Detection and mapping of water pollution variation in the Nile Delta using multivariate clustering and GIS techniques
  5. Computational modeling of material flow networks
  6. Inversion of Fuzzy Neural Networks for the Reduction of Noise in the Control Loop for Automotive Applications
  7. Wavelet based Fault Detection and RLS Parameter Estimation of Conductive Fibers with a Simultaneous Estimation of Time-Varying Disturbance
  8. ACL–adaptive correction of learning parameters for backpropagation based algorithms
  9. Finding Similar Movements in Positional Data Streams
  10. Learning Rotation Sensitive Neural Network for Deformed Objects' Detection in Fisheye Images
  11. A two-step approach for the prediction of mood levels based on diary data
  12. Modeling and Performance Analysis of a Node in Fault Tolerant Wireless Sensor Networks
  13. Evaluating OWL 2 reasoners in the context of checking entity-relationship diagrams during software development
  14. Using trait-based filtering as a predictive framework for conservation
  15. A Multivariate Method for Dynamic System Analysis
  16. Authenticity and authentication in language learning
  17. Supervised clustering of streaming data for email batch detection
  18. Modified dynamic programming approach for offline segmentation of long hydrometeorological time series
  19. A geometric algorithm for the output functional controllability in general manipulation systems and mechanisms
  20. Analysis of Complexity Reduction in Kalman Filters Through Decoupling Control With Chattered Inputs in PMSM
  21. Substructure, subgraph, and walk counts as measures of the complexity of graphs and molecules.
  22. Modeling precipitation kinetics for multi-phase and multi-component systems using particle size distributions via a moving grid technique
  23. Homogenization modeling of thin-layer-type microstructures
  24. Multi-view learning with dependent views
  25. Machine Learning and Knowledge Discovery in Databases
  26. Model inversion using fuzzy neural network with boosting of the solution
  27. Using Complexity Metrics to Assess Silent Reading Fluency
  28. Comparing the Sensitivity of Social Networks, Web Graphs, and Random Graphs with Respect to Vertex Removal
  29. A coding scheme to analyse global text processing in computer supported collaborative learning: What eye movements can tell us
  30. Reading and Calculating in Word Problem Solving