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Erschienen in: Soft Computing 23/2018

10.09.2018 | Focus

Toward biology-inspired solutions for routing problems of wireless sensor networks with mobile sink

verfasst von: Nan Jiang, Yuan Cheng, Jie Zhou, Tianqing Zhou, Weixin Xu, Dong Xu

Erschienen in: Soft Computing | Ausgabe 23/2018

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Abstract

How to choose the optimal route path finding, enhance the communication capacity of the whole network for wireless sensor networks (WSNs), and prolong the lifetime of the network is a basic problem of WSNs. We draw an inspiration from the single-celled organism-Slime Mold physarum polycephalum of foraging process in this paper, combined with the traditional clustering algorithm to design routing scheme. The application of traditional clustering algorithm and mobile sink technology in WSNs is the basis of this scheme design. The simulation results show that compared with the existing routing protocol, the new scheme can effectively improve the self-adaptation of the network, reduce the energy consumption and improve the overall performance of the network under the complicated network environment.

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Literatur
Zurück zum Zitat Cao N, Liu P, Li G et al (2018) Evaluation models for the nearest closer routing protocol in wireless sensor networks. IEEE Access. https://doi.org/10.1109/ACCESS.2018.2825441 Cao N, Liu P, Li G et al (2018) Evaluation models for the nearest closer routing protocol in wireless sensor networks. IEEE Access. https://​doi.​org/​10.​1109/​ACCESS.​2018.​2825441
Zurück zum Zitat Fan L, Lei X, Yang N, Duong TQ, Karagiannidis GK (2016) Secure multiple amplify-and-forward relaying with cochannel interference. IEEE J Sel Top Signal Process 10(8):1494–1505CrossRef Fan L, Lei X, Yang N, Duong TQ, Karagiannidis GK (2016) Secure multiple amplify-and-forward relaying with cochannel interference. IEEE J Sel Top Signal Process 10(8):1494–1505CrossRef
Zurück zum Zitat Fan L, Lei X, Yang N, Duong TQ, Karagiannidis GK (2017) Secrecy cooperative networks with outdated relay selection over correlated fading channels. IEEE Trans Veh Technol 66(8):7599–7603CrossRef Fan L, Lei X, Yang N, Duong TQ, Karagiannidis GK (2017) Secrecy cooperative networks with outdated relay selection over correlated fading channels. IEEE Trans Veh Technol 66(8):7599–7603CrossRef
Zurück zum Zitat Gupta B, Agrawal DP, Yamaguchi S (2016) Handbook of research on modern cryptographic solutions for computer and cyber security. IGI Global, HersheyCrossRef Gupta B, Agrawal DP, Yamaguchi S (2016) Handbook of research on modern cryptographic solutions for computer and cyber security. IGI Global, HersheyCrossRef
Zurück zum Zitat He P, Deng Z, Gao C, Wang X, Li J (2017) Model approach to grammatical evolution: deep-structured analyzing of model and representation. Soft Comput 21(18):5413–5423CrossRef He P, Deng Z, Gao C, Wang X, Li J (2017) Model approach to grammatical evolution: deep-structured analyzing of model and representation. Soft Comput 21(18):5413–5423CrossRef
Zurück zum Zitat Heinzelman WB, Chandrakasan AP, Balakrishnan H (2002) An application-specific protocol architecture for wireless microsensor networks. IEEE Trans Wirel Commun 1(4):660–670CrossRef Heinzelman WB, Chandrakasan AP, Balakrishnan H (2002) An application-specific protocol architecture for wireless microsensor networks. IEEE Trans Wirel Commun 1(4):660–670CrossRef
Zurück zum Zitat Houbraken M, Demeyer S (2013) Fault tolerant network design inspired by Physarum polycephalum. Nat Comput 12(2):277–289MathSciNetCrossRef Houbraken M, Demeyer S (2013) Fault tolerant network design inspired by Physarum polycephalum. Nat Comput 12(2):277–289MathSciNetCrossRef
Zurück zum Zitat Konstantopoulos C, Pantziou G (2012) A rendezvous-based approach enabling energy-efficient sensory data collection with mobile sinks. IEEE Trans Parallel Distrib Syst 23(5):809–817CrossRef Konstantopoulos C, Pantziou G (2012) A rendezvous-based approach enabling energy-efficient sensory data collection with mobile sinks. IEEE Trans Parallel Distrib Syst 23(5):809–817CrossRef
Zurück zum Zitat Kropat E, Meyernieberg S (2014). Slime mold inspired evolving networks under uncertainty (SLIMO). In: Hawaii international conference on system sciences, pp 1153–1161 Kropat E, Meyernieberg S (2014). Slime mold inspired evolving networks under uncertainty (SLIMO). In: Hawaii international conference on system sciences, pp 1153–1161
Zurück zum Zitat Kropat E, Meyernieberg S (2016) A multi-layered adaptive network approach for shortest path planning during critical operations in dynamically changing and uncertain environments, pp 1369–1378 Kropat E, Meyernieberg S (2016) A multi-layered adaptive network approach for shortest path planning during critical operations in dynamically changing and uncertain environments, pp 1369–1378
Zurück zum Zitat Li K, Thomas K (2010) Slime mold inspired path formation protocol for wireless sensor networks. Lect Notes Comput Sci 6234:299–311CrossRef Li K, Thomas K (2010) Slime mold inspired path formation protocol for wireless sensor networks. Lect Notes Comput Sci 6234:299–311CrossRef
Zurück zum Zitat Li K, Thomas K, et al. (2008) Slime mold inspired protocol for wireless sensor networks. In: IEEE international conference on self-adaptive and self-organizing systems, pp 319–328 Li K, Thomas K, et al. (2008) Slime mold inspired protocol for wireless sensor networks. In: IEEE international conference on self-adaptive and self-organizing systems, pp 319–328
Zurück zum Zitat Nakayama H, Fadlullah ZM, Ansari N (2011) A novel scheme for WSAN sink mobility based on clustering and set packing techniques. IEEE Trans Autom Control 56(10):2381–2389MathSciNetCrossRef Nakayama H, Fadlullah ZM, Ansari N (2011) A novel scheme for WSAN sink mobility based on clustering and set packing techniques. IEEE Trans Autom Control 56(10):2381–2389MathSciNetCrossRef
Zurück zum Zitat Nakagaki T, Tero A, Kobayashi R (2008) Computational ability of cells based on cell dynamics and adaptability. New Gener Comput 27(1):57–81CrossRef Nakagaki T, Tero A, Kobayashi R (2008) Computational ability of cells based on cell dynamics and adaptability. New Gener Comput 27(1):57–81CrossRef
Zurück zum Zitat Nakagaki T, Yamada H, Tóth A (2000) Maze-solving by an amoeboid organism. Nature 407(6803):470CrossRef Nakagaki T, Yamada H, Tóth A (2000) Maze-solving by an amoeboid organism. Nature 407(6803):470CrossRef
Zurück zum Zitat Plageras AP, Stergiou C, Psannis KE (2017) Efficient IoT-based sensor BIG data collection-processing and analysis in smart buildings. Future Gener Comput Syst 82:349–357CrossRef Plageras AP, Stergiou C, Psannis KE (2017) Efficient IoT-based sensor BIG data collection-processing and analysis in smart buildings. Future Gener Comput Syst 82:349–357CrossRef
Zurück zum Zitat Rappaport TS (1996) Wireless communications: principles & practice. DBLP, New JerseyMATH Rappaport TS (1996) Wireless communications: principles & practice. DBLP, New JerseyMATH
Zurück zum Zitat Sarma HKD, Rai P, Deka B (2014) Energy efficient communication protocol for wireless sensor networks with mobile node. In: Recent advances and innovations in engineering, pp 1–6 Sarma HKD, Rai P, Deka B (2014) Energy efficient communication protocol for wireless sensor networks with mobile node. In: Recent advances and innovations in engineering, pp 1–6
Zurück zum Zitat Shah RC, Roy S, Jain S, Brunette W (2003) Data MULEs: modeling a three-tier architecture for sparse sensor networks. Ad Hoc Netw 1(2–3):215–233CrossRef Shah RC, Roy S, Jain S, Brunette W (2003) Data MULEs: modeling a three-tier architecture for sparse sensor networks. Ad Hoc Netw 1(2–3):215–233CrossRef
Zurück zum Zitat Song Y, Liu L, Ma H (2012) A physarum-inspired algorithm for minimal exposure problem in wireless sensor networks. In: Wireless communications and networking conference, pp 2151–2156 Song Y, Liu L, Ma H (2012) A physarum-inspired algorithm for minimal exposure problem in wireless sensor networks. In: Wireless communications and networking conference, pp 2151–2156
Zurück zum Zitat Tero A, Kobayashi R, Nakagaki T (2007) A mathematical model for adaptive transport network in path finding by true slime mold. J Theoret Biol 244(4):553MathSciNetCrossRef Tero A, Kobayashi R, Nakagaki T (2007) A mathematical model for adaptive transport network in path finding by true slime mold. J Theoret Biol 244(4):553MathSciNetCrossRef
Zurück zum Zitat Tero A, Takagi S, Saigusa T (2010) Rules for biologically inspired adaptive network design. Science 327(5964):439–42MathSciNetCrossRef Tero A, Takagi S, Saigusa T (2010) Rules for biologically inspired adaptive network design. Science 327(5964):439–42MathSciNetCrossRef
Metadaten
Titel
Toward biology-inspired solutions for routing problems of wireless sensor networks with mobile sink
verfasst von
Nan Jiang
Yuan Cheng
Jie Zhou
Tianqing Zhou
Weixin Xu
Dong Xu
Publikationsdatum
10.09.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 23/2018
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3506-1

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