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

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Standard

Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks. / Busch, Björn-Helge; Kujath, Alexander; Witthöft, Heiko et al.
Ambient Assisted Living: 4. AAL-Kongress 2011 in Berlin. ed. / Reiner Wichert; Birgid Eberhardt. Springer Verlag, 2011. p. 159-179 (Advanced Technologies and Societal Change).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Harvard

Busch, B-H, Kujath, A, Witthöft, H & Welge, R 2011, Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks. in R Wichert & B Eberhardt (eds), Ambient Assisted Living: 4. AAL-Kongress 2011 in Berlin. Advanced Technologies and Societal Change, Springer Verlag, pp. 159-179, 4. Kongress und Ausstellung zu Alltagsunterstützenden Assistenzlösungen / Active Assisted Living - AAL 2011, Berlin, Germany, 25.01.11. https://doi.org/10.1007/978-3-642-18167-2_12

APA

Busch, B.-H., Kujath, A., Witthöft, H., & Welge, R. (2011). Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks. In R. Wichert, & B. Eberhardt (Eds.), Ambient Assisted Living: 4. AAL-Kongress 2011 in Berlin (pp. 159-179). (Advanced Technologies and Societal Change). Springer Verlag. https://doi.org/10.1007/978-3-642-18167-2_12

Vancouver

Busch BH, Kujath A, Witthöft H, Welge R. Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks. In Wichert R, Eberhardt B, editors, Ambient Assisted Living: 4. AAL-Kongress 2011 in Berlin. Springer Verlag. 2011. p. 159-179. (Advanced Technologies and Societal Change). doi: 10.1007/978-3-642-18167-2_12

Bibtex

@inbook{816ba2dc119d4942a81d471eedee7653,
title = "Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks",
abstract = "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{\textquoteright}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.",
keywords = "Informatics, AAL - Ambient Assistant Living, , AAL-Technik, AAL, Hide Markov Model, Description Logic, State Sequence, Assistance System, Probabilistic Evaluation",
author = "Bj{\"o}rn-Helge Busch and Alexander Kujath and Heiko Witth{\"o}ft and Ralph Welge",
year = "2011",
doi = "10.1007/978-3-642-18167-2_12",
language = "English",
isbn = "978-3-642-18166-5",
series = "Advanced Technologies and Societal Change",
publisher = "Springer Verlag",
pages = "159--179",
editor = "Reiner Wichert and Birgid Eberhardt",
booktitle = "Ambient Assisted Living",
address = "Germany",
note = "4. Kongress und Ausstellung zu Alltagsunterst{\"u}tzenden Assistenzl{\"o}sungen / Active Assisted Living - AAL 2011 ; Conference date: 25-01-2011 Through 26-01-2011",

}

RIS

TY - CHAP

T1 - Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks

AU - Busch, Björn-Helge

AU - Kujath, Alexander

AU - Witthöft, Heiko

AU - Welge, Ralph

N1 - Conference code: 4

PY - 2011

Y1 - 2011

N2 - 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.

AB - 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.

KW - Informatics

KW - AAL - Ambient Assistant Living,

KW - AAL-Technik

KW - AAL

KW - Hide Markov Model

KW - Description Logic

KW - State Sequence

KW - Assistance System

KW - Probabilistic Evaluation

U2 - 10.1007/978-3-642-18167-2_12

DO - 10.1007/978-3-642-18167-2_12

M3 - Article in conference proceedings

SN - 978-3-642-18166-5

SN - 3-642-18166-X

T3 - Advanced Technologies and Societal Change

SP - 159

EP - 179

BT - Ambient Assisted Living

A2 - Wichert, Reiner

A2 - Eberhardt, Birgid

PB - Springer Verlag

T2 - 4. Kongress und Ausstellung zu Alltagsunterstützenden Assistenzlösungen / Active Assisted Living - AAL 2011

Y2 - 25 January 2011 through 26 January 2011

ER -

Other publications by the same author(s)

LivingCare - An autonomously learning, human centered home automation system: Collection and preliminary analysis of a large dataset of real living situations

Eckert, R., Müller, S., Glende, S., Gerka, A., Hein, A. & Welge, R., 2017, Ambient Assisted Living: 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016. Wichert, R. & Mand, B. (eds.). Cham: Springer International Publishing, p. 55-72 18 p. (Advanced Technologies and Societal Change).

Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review

Steady State Detection for the Context Aware Evaluation of Vital Signs

Busch, B.-H. & Welge, R., 2014, Wohnen – Pflege – Teilhabe: Besser leben durch Technik - 7. AAL-Kongress mit Ausstellung 21.-22. Januar 2014 in Berlin, Tagungsbeiträge. VDE Verlag, 8 p.

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

AAL-Onto: A Formal Representation of RAALI Integration Profiles

Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Dürsch, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G., Hein, A. & Dutz, T., 2015, Ambient Assisted Living: 7. AAL-Kongress 2014 Berlin, Germany, January 21-22, 2014. Wichert, R. & Klausing, H. (eds.). Springer Verlag, p. 89-102 14 p. (Advanced Technologies and Societal Change).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Berater für generationengerechte Assistenzsysteme (m/w): Realisierung und Evaluierung einer berufsbegleitenden Weiterbildung

Niemeyer, G., Busch, B.-H., Dreyer, K., Kempter, A.-K., Zimmermann, B., Koperski, M., Bähr, S., Weiser, S., Lumpe, A.-K. & Apel, S., 21.01.2014, Besser Leben durch Technik: 7. deutscher AAL-Kongress mit Ausstellung, 21.-22. Januar 2014, Berlin, Tagungsbeiträge. D., A., G. & V. (eds.). VDE Verlag, 6 p. 33

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Leitfaden interoperabler Assistenzsysteme - vom Szenario zur Anforderung: Teil 2 der Publikationsreihe "Interoperabilität von AAL-Systemkomponenten

Bothe, M., Busch, B.-H., Eberhardt, B., Eichelberg, M., Gaugler, J., Gök, M., Golatowski, F., Heusinger, S., Kabitzsch, K., Kraft, A., Krieg-Brückner, B., Laurila-Dürsch, J., Lipprandt, M., Lux, W., Marinc, A., Moritz, G., Stahl, C., Tazari, M.-R. S., Walter, J., Welge, R., Wichert, R. & Eichelberg, M. (Editor), 20.06.2013, Berlin/Offenbach: VDE Verlag. 268 p. (Interoperabilität von AAL-Systemkomponenten)

Research output: Books and anthologies › Collected editions and anthologies › Research

DOI

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