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Reliability analysis of body sensor networks subject to random isolation time

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  • Zhao, Guilin
  • Xing, Liudong

Abstract

Relayed communications are typically used in body sensor networks (BSNs) to improve reliability and energy efficiency. Particularly, a biosensor communicates with the sink device through relay(s) to conserve its limited battery power. When the relay malfunctions, the biosensor may increase its transmission power to enable a direct communication with the sink. However, such a direct communication may last only a limited, uncertain time; the biosensor becomes isolated to the rest of the BSN when the sensor's remaining power depletes to the level insufficient to support the direct communication. This paper makes contributions by addressing realistic random isolation time (RIT) in reliability analysis of BSN systems. Moreover, competitions between the isolation and propagated failures originating from the biosensor are considered. Based on the total probability theorem, a combinatorial methodology is suggested for reliability analysis of BSNs subject to the competitions and RIT. The method is applicable to any types of time-to-failure and time-to-isolation distributions of biosensors. As demonstrated through a detailed case study with numerical results, RIT can significantly influence the BSN reliability and thus it is pivotal to consider this factor for accurate system reliability assessment. Correctness of the proposed method is verified using a continuous-time Markov chain-based method.

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  • Zhao, Guilin & Xing, Liudong, 2021. "Reliability analysis of body sensor networks subject to random isolation time," Reliability Engineering and System Safety, Elsevier, vol. 207(C).
    • Handle: RePEc:eee:reensy:v:207:y:2021:i:c:s095183202030836x
    DOI: 10.1016/j.ress.2020.107345
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    1. Wang, Chaonan & Xing, Liudong & Peng, Rui & Pan, Zhusheng, 2017. "Competing failure analysis in phased-mission systems with multiple functional dependence groups," Reliability Engineering and System Safety, Elsevier, vol. 164(C), pages 24-33.
    2. Torben M. Andersen & Giuseppe Bertola & Cecilia Garcia-Peñalosa & Clemens Fuest & Harold James & Jan-Egbert Sturm & Branko Uroševic, 2020. "Chapter 2: Digital and Technical Transformation," EEAG Report on the European Economy, CESifo, vol. 0, pages 38-55, March.
    3. Yang, Li & Zhao, Yu & Peng, Rui & Ma, Xiaobing, 2018. "Hybrid preventive maintenance of competing failures under random environment," Reliability Engineering and System Safety, Elsevier, vol. 174(C), pages 130-140.
    4. Wang, Yujie & Xing, Liudong & Wang, Honggang & Levitin, Gregory, 2015. "Combinatorial analysis of body sensor networks subject to probabilistic competing failures," Reliability Engineering and System Safety, Elsevier, vol. 142(C), pages 388-398.
    5. Arindam Dasgupta & Marie-Maxime Mennemanteuil & Mickaël Buret & Nicolas Cazier & Gérard Colas-des-Francs & Alexandre Bouhelier, 2018. "Optical wireless link between a nanoscale antenna and a transducing rectenna," Nature Communications, Nature, vol. 9(1), pages 1-7, December.
    6. Wang, Chaonan & Xing, Liudong & Levitin, Gregory, 2013. "Reliability analysis of multi-trigger binary systems subject to competing failures," Reliability Engineering and System Safety, Elsevier, vol. 111(C), pages 9-17.
    7. Wang, Chaonan & Xing, Liudong & Levitin, Gregory, 2012. "Competing failure analysis in phased-mission systems with functional dependence in one of phases," Reliability Engineering and System Safety, Elsevier, vol. 108(C), pages 90-99.
    8. Soumya Roy & Chiranjit Mukhopadhyay, 2014. "Bayesian Accelerated Life Testing under Competing Weibull Causes of Failure," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 43(10-12), pages 2429-2451, May.
    9. Che, Haiyang & Zeng, Shengkui & Guo, Jianbin & Wang, Yao, 2018. "Reliability modeling for dependent competing failure processes with mutually dependent degradation process and shock process," Reliability Engineering and System Safety, Elsevier, vol. 180(C), pages 168-178.
    10. Wang, Guanjun & Peng, Rui & Xing, Liudong, 2018. "Reliability evaluation of unrepairable k-out-of-n: G systems with phased-mission requirements based on record values," Reliability Engineering and System Safety, Elsevier, vol. 178(C), pages 191-197.
    11. Peng Li & Yaofu Ouyang, 2020. "Technical Change and Green Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(2), pages 271-298, July.
    12. Zhao, Guilin & Xing, Liudong, 2020. "Reliability analysis of IoT systems with competitions from cascading probabilistic function dependence," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
    13. Bocchetti, D. & Giorgio, M. & Guida, M. & Pulcini, G., 2009. "A competing risk model for the reliability of cylinder liners in marine Diesel engines," Reliability Engineering and System Safety, Elsevier, vol. 94(8), pages 1299-1307.
    14. Maaroufi, Ghofrane & Chelbi, Anis & Rezg, Nidhal, 2013. "Optimal selective renewal policy for systems subject to propagated failures with global effect and failure isolation phenomena," Reliability Engineering and System Safety, Elsevier, vol. 114(C), pages 61-70.
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    1. Zhao, Guilin & Xing, Liudong, 2023. "Reliability analysis of body sensor networks with correlated isolation groups," Reliability Engineering and System Safety, Elsevier, vol. 236(C).
    2. Tang, Maochun & Xiahou, Tangfan & Liu, Yu, 2023. "Mission performance analysis of phased-mission systems with cross-phase competing failures," Reliability Engineering and System Safety, Elsevier, vol. 234(C).
    3. Wang, Chaonan & Liu, Qiongyang & Xing, Liudong & Guan, Quanlong & Yang, Chunhui & Yu, Min, 2022. "Reliability analysis of smart home sensor systems subject to competing failures," Reliability Engineering and System Safety, Elsevier, vol. 221(C).

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