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2022 | OriginalPaper | Buchkapitel

Design of an Energy-Efficient Probabilistic Algorithm for a Hybrid Healthcare Network

verfasst von : Pratik Bhattacharjee, Sandip Roy, Suparna Biswas, Rajesh Bose

Erschienen in: Proceedings of the 3rd International Conference on Communication, Devices and Computing

Verlag: Springer Nature Singapore

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Abstract

Smart parks are almost an integral part of any smart city. People of varied age groups usually gather in the smart park and performs different activities of daily living (ADL). People in a smart park may be sedentary (sitting/standing) or mobile. The mobility is low for the persons who are walking and moderate for those performing jogging/running. Often these activities are monitored via individual smart devices that are connected to a smart healthcare network. Such kind of health network must be extremely robust and hybrid in nature. Data generated through various individuals are synced to a remote server for further clinical processing. The present work proposes an intelligent methodology to minimize the transmission overhead by dynamically selecting the optimal nodes for data transmission. It takes care of both the stationary and the moving objects inside a smart park using a two-state Markov model. Additionally, it is also observed that the overall packet delivery ratio(PDR)is increased and energy consumption is reduced compared to popular LEACH-Mobile (LEECH-M) and LEACH-Mobile-Enhanced (LEACH-ME)protocols, using the proposed methodology.

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Literatur
10.
Zurück zum Zitat Wala, T., Chand, N., Sharma, A.K.: Energy efficient data collection in smart cities using IoT. In: Handbook of Wireless Sensor Networks: Issues and Challenges in Current Scenario’s, pp. 632–654 . Springer, Berlin (2020) Wala, T., Chand, N., Sharma, A.K.: Energy efficient data collection in smart cities using IoT. In: Handbook of Wireless Sensor Networks: Issues and Challenges in Current Scenario’s, pp. 632–654 . Springer, Berlin (2020)
13.
Zurück zum Zitat Quijano-S’anchez, L., et al.: Recommender systems for smart cities. Inf. Syst. (2020), p. 101545 Quijano-S’anchez, L., et al.: Recommender systems for smart cities. Inf. Syst. (2020), p. 101545
14.
Zurück zum Zitat Wang, J., et al.: Unobtrusive health monitoring in private spaces: the smart home. Sensors 21(3), 864 (2021)CrossRef Wang, J., et al.: Unobtrusive health monitoring in private spaces: the smart home. Sensors 21(3), 864 (2021)CrossRef
15.
Zurück zum Zitat Nguyen, L., et al.: Mobile robotic sensors for environmental monitoring using Gaussian Markov random field. Robotica 39(5), 862–884 (2021)MathSciNetCrossRef Nguyen, L., et al.: Mobile robotic sensors for environmental monitoring using Gaussian Markov random field. Robotica 39(5), 862–884 (2021)MathSciNetCrossRef
21.
Zurück zum Zitat de Azevedo, L.P., da Silva, M.V.L.: Formal methods to analyze energy efficiency and security for IoT: a systematic review. In: Advanced Information Networking and Applications. AINA 2021. Lecture Notes in Networks and Systems, p. 227. Springer, Berlin (2021). https://doi.org/10.1007/978-3-030-75078-7_28 de Azevedo, L.P., da Silva, M.V.L.: Formal methods to analyze energy efficiency and security for IoT: a systematic review. In: Advanced Information Networking and Applications. AINA 2021. Lecture Notes in Networks and Systems, p. 227. Springer, Berlin (2021). https://​doi.​org/​10.​1007/​978-3-030-75078-7_​28
23.
Zurück zum Zitat Santhosh Kumar, G., Vinu, P.M.V., Jacob, K.P.: Mobility metric based leach-mobile protocol. In: 16th International Conference on Advanced Computing and Communications, Vol. 2008, pp. 248–253. IEEE, New York (2008) Santhosh Kumar, G., Vinu, P.M.V., Jacob, K.P.: Mobility metric based leach-mobile protocol. In: 16th International Conference on Advanced Computing and Communications, Vol. 2008, pp. 248–253. IEEE, New York (2008)
24.
Zurück zum Zitat Qubbaj, N., Taleb, A.A., Salameh Walid, A.: LEACH based protocols: a survey. Adv. Sci. Technol. Eng. Syst. J. 5, 1258–1266 (2020) Qubbaj, N., Taleb, A.A., Salameh Walid, A.: LEACH based protocols: a survey. Adv. Sci. Technol. Eng. Syst. J. 5, 1258–1266 (2020)
25.
Zurück zum Zitat Mahapatra, R.P., Yadav, R.K.: Descendant of LEACH based routing protocols in wireless sensor networks. Proc. Comput. Sci. 57, 1005–1014 (2015)CrossRef Mahapatra, R.P., Yadav, R.K.: Descendant of LEACH based routing protocols in wireless sensor networks. Proc. Comput. Sci. 57, 1005–1014 (2015)CrossRef
Metadaten
Titel
Design of an Energy-Efficient Probabilistic Algorithm for a Hybrid Healthcare Network
verfasst von
Pratik Bhattacharjee
Sandip Roy
Suparna Biswas
Rajesh Bose
Copyright-Jahr
2022
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-16-9154-6_47

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