CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications

G. Spina; F.J.M. Roberts; J. Weppner; P. Lukowicz; O.D. Amft

CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications

G. Spina
, F.J.M. Roberts
, J. Weppner
, P. Lukowicz
, O.D. Amft

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

10 Citations (Scopus)

1 Downloads (Pure)

Abstract

While smartphone apps for health monitoring and patient support are of great interest to care providers and patients alike, suitable development and evaluation frameworks are currently lacking. We present and evaluate an Android open-source smartphone framework CRNTC+ for sensors data acquisition, signal processing, pattern analysis, interaction and feedback, based on the Context Recognition Network Toolbox (CRNT). CRNTC+ extends the original CRNT by providing components to read smartphone and external sensor data, supporting annotations, and various output components. Here, we formally evaluate CRNTC+ regarding extensibility, scalability, and energy consumption. We present study results where CRNTC+ was deployed in an application to detect epileptic seizures. Results showed that CRNTC+ is well-suited for prototyping health applications in real-life, where online sensor data recording and recognition is needed.

Original language	English
Title of host publication	Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
Pages	252-255
ISBN (Print)	978-1-936968-80-0
Publication status	Published - 2013
Event	7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013) - Venice, Italy Duration: 5 May 2013 → 8 May 2013 http://pervasivehealth.org/2013/show/home

Conference

Conference	7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013)
Abbreviated title	PervasiveHealth 2013
Country/Territory	Italy
City	Venice
Period	5/05/13 → 8/05/13
Internet address	http://pervasivehealth.org/2013/show/home

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Cite this

Spina, G., Roberts, F. J. M., Weppner, J., Lukowicz, P., & Amft, O. D. (2013). CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications. In Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy (pp. 252-255). Institute of Electrical and Electronics Engineers.

Spina, G. ; Roberts, F.J.M. ; Weppner, J. et al. / CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications. Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy. Piscataway : Institute of Electrical and Electronics Engineers, 2013. pp. 252-255

@inproceedings{8cefcc12eff8498dbc05b0a857c8dab2,

title = "CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications",

abstract = "While smartphone apps for health monitoring and patient support are of great interest to care providers and patients alike, suitable development and evaluation frameworks are currently lacking. We present and evaluate an Android open-source smartphone framework CRNTC+ for sensors data acquisition, signal processing, pattern analysis, interaction and feedback, based on the Context Recognition Network Toolbox (CRNT). CRNTC+ extends the original CRNT by providing components to read smartphone and external sensor data, supporting annotations, and various output components. Here, we formally evaluate CRNTC+ regarding extensibility, scalability, and energy consumption. We present study results where CRNTC+ was deployed in an application to detect epileptic seizures. Results showed that CRNTC+ is well-suited for prototyping health applications in real-life, where online sensor data recording and recognition is needed.",

author = "G. Spina and F.J.M. Roberts and J. Weppner and P. Lukowicz and O.D. Amft",

year = "2013",

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booktitle = "Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013), PervasiveHealth 2013 ; Conference date: 05-05-2013 Through 08-05-2013",

url = "http://pervasivehealth.org/2013/show/home",

}

Spina, G, Roberts, FJM, Weppner, J, Lukowicz, P & Amft, OD 2013, CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications. in Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy. Institute of Electrical and Electronics Engineers, Piscataway, pp. 252-255, 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013), Venice, Italy, 5/05/13.

CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications. / Spina, G.; Roberts, F.J.M.; Weppner, J. et al.
Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy. Piscataway: Institute of Electrical and Electronics Engineers, 2013. p. 252-255.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications

AU - Spina, G.

AU - Roberts, F.J.M.

AU - Weppner, J.

AU - Lukowicz, P.

AU - Amft, O.D.

PY - 2013

Y1 - 2013

N2 - While smartphone apps for health monitoring and patient support are of great interest to care providers and patients alike, suitable development and evaluation frameworks are currently lacking. We present and evaluate an Android open-source smartphone framework CRNTC+ for sensors data acquisition, signal processing, pattern analysis, interaction and feedback, based on the Context Recognition Network Toolbox (CRNT). CRNTC+ extends the original CRNT by providing components to read smartphone and external sensor data, supporting annotations, and various output components. Here, we formally evaluate CRNTC+ regarding extensibility, scalability, and energy consumption. We present study results where CRNTC+ was deployed in an application to detect epileptic seizures. Results showed that CRNTC+ is well-suited for prototyping health applications in real-life, where online sensor data recording and recognition is needed.

AB - While smartphone apps for health monitoring and patient support are of great interest to care providers and patients alike, suitable development and evaluation frameworks are currently lacking. We present and evaluate an Android open-source smartphone framework CRNTC+ for sensors data acquisition, signal processing, pattern analysis, interaction and feedback, based on the Context Recognition Network Toolbox (CRNT). CRNTC+ extends the original CRNT by providing components to read smartphone and external sensor data, supporting annotations, and various output components. Here, we formally evaluate CRNTC+ regarding extensibility, scalability, and energy consumption. We present study results where CRNTC+ was deployed in an application to detect epileptic seizures. Results showed that CRNTC+ is well-suited for prototyping health applications in real-life, where online sensor data recording and recognition is needed.

M3 - Conference contribution

SN - 978-1-936968-80-0

SP - 252

EP - 255

BT - Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2013)

Y2 - 5 May 2013 through 8 May 2013

ER -

Spina G, Roberts FJM, Weppner J, Lukowicz P, Amft OD. CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications. In Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 5-8 May 2013, Venice, Italy. Piscataway: Institute of Electrical and Electronics Engineers. 2013. p. 252-255

CRNTC+ : A smartphone-based sensor processing framework for prototyping personal healthcare applications

Abstract

Conference

UN SDGs

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