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Published in: Soft Computing 23/2018

10-09-2018 | Focus

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

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

Published in: Soft Computing | Issue 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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Literature
go back to reference 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
go back to reference 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
go back to reference Fan L, Lei X, Yang N, Duong TQ, Karagiannidis GK (2017) Secrecy cooperative networks with outdated relay selection over correlated fading channels.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66(8):7599–7603CrossRef Fan L, Lei X, Yang N, Duong TQ, Karagiannidis GK (2017) Secrecy cooperative networks with outdated relay selection over correlated fading channels.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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference Rappaport TS (1996) Wireless communications: principles & practice. DBLP, New JerseyMATH Rappaport TS (1996) Wireless communications: principles & practice. DBLP, New JerseyMATH
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
go back to reference 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
Metadata
Title
Toward biology-inspired solutions for routing problems of wireless sensor networks with mobile sink
Authors
Nan Jiang
Yuan Cheng
Jie Zhou
Tianqing Zhou
Weixin Xu
Dong Xu
Publication date
10-09-2018
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 23/2018
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3506-1

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