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CARE: Criticality-aware data transmission in CPS-Based Healthcare Systems

conference contribution
posted on 04.12.2018, 13:24 by Arijit Roy, Chandana Roy, Sudip Misra, Yogachandran RahulamathavanYogachandran Rahulamathavan, Muttukrishnan Rajarajan
© 2018 IEEE. In this paper, we propose a scheme, criticality-aware data transmission (CARE) in CPS-based healthcare systems, for increasing the processing rate of the sensed physiological parameters' value of any patient. The criticality of a patient may vary at any instant of time, and thus, continuous monitoring and quick processing of the physiological parameter value of a patient is essential. Therefore, in order to reduce the latency of data processing of a critical patient, we consider fog computing in our architecture. Based on the criticality value of physiological parameters, a Local Processing Unit (LPU) transmits the sensor data either to the fog aggregation node or cloud. We use a cooperative game theory-based Nash bargaining approach, where the LPUs bargain among themselves to decide whether the sensor data need to be transmitted to cloud or fog aggregation node. Based on the criticality index and the weight factor assigned to the LPU participating in the bargaining process, the utility of each LPU is computed. Analytical results show that the utility increases with the increase in the criticality index of any patient. Considering the total number of WBANs 5, 10, and 15, the average utility varies 75%-80%. Moreover, the data dissemination delay and power consumption are reduced by 23.39% and 31.089% respectively in the presence of fog node.

Funding

This work is partially supported by project file no. 184- 17/2017(IC) sponsored by University Grants Commission (UGC)-UK India Education Research Initiative (UKIERI) Joint Research Programme (UKIERI-III).

History

School

  • Loughborough University London

Published in

2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings

Pages

1 - 6

Citation

ROY, A. ... et al., 2018. CARE: Criticality-aware data transmission in CPS-Based Healthcare Systems. IEEE International Conference on Communications Workshops (ICC Workshops), Kansas City, MO, 20-24 May.

Publisher

© IEEE

Version

VoR (Version of Record)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Publication date

2018-07-05

Notes

This paper is in closed access.

ISBN

9781538643280

Language

en