Sage Journals: Discover world-class research

Abstract

When studying the application of discrete fruit fly algorithm in enhancement of wireless sensor node coverage, the wireless sensor node coverage model is designed according to the node measurement model, and the discrete fruit fly algorithm is used to evaluate each initial population in the wireless sensor node coverage to determine the elite individuals. The number of retentions of the elite individual is calculated in the essence library, and the final result is output when the number of retentions of the elite individual is greater than the minimum number of retentions of the elite individual. Conversely, inter-population immigrations are implemented to form new fruit fly populations. The classification olfactory random search method based on adaptive compensation is adopted in the population. The fruit fly individuals are evaluated by the taste judgment function, and they are visually located to re-determine the optimal individuals of each population. The above steps are repeated until the number of retentions of elite individuals is greater than the minimum number of retentions of elite individuals. Then the optimal solution of the wireless sensor node coverage model is output, and the optimization scheme of the wireless sensor node coverage is designed according to the optimal solution. The experimental analysis shows that when the number of iterations is 50, the maximum node coverage and node fitness are 99.81% and 0.99 respectively. When the number of nodes is 20, the time of the enhanced node is the shortest, 9.8 ms. That is, the method can significantly enhance the node coverage effect.

Keywords

Discrete fruit fly algorithm wireless sensor node coverage enhancement adaptive compensation classification olfactory

Get full access to this article

View all access options for this article.

References

Yang

C.N.

, Wu

M.F.

and Liu

C.C.

, Differential protective effects of connective tissue growth factor against aβ neurotoxicity on neurons and glia, Human Molecular Genetics26(20) (2017), 3909–3921.

Yang

C.Y.

, Chen

Y.F.

and Zhang

, Research on the application of chaos control scheme based on parameter disturbance in buck-boost converter, Journal of Power Supply16(2) (2018), 32–37.

Corel

, Lopez

and Méheust

, Network-Thinking: graphs to analyze microbial complexity and evolution, Trends in Microbiology24(3) (2016), 224–237.

Castaño

, Bourreau

and Rossi

, Partial target coverage to extend the lifetime in wireless multi-role sensor networks, Networks68(1) (2016), 34–53.

Fan

F.Y.

and Wang

R.J.

, Application of three-valued quantum genetic algorithm, Journal of University of Electronic Science & Technology of China45(1) (2016), 123–128.

Sun

J.Y.

, Zhao

and Wang

S.G.

, Research on improved combinatorial optimization decision tree rumor discrimination method, Journal of Jilin University (Science Edition)56(1) (2018), 82–88.

Coddou

, An institutional approach to collective action: evidence from faith-based Latino mobilization in the immigrant rights protests, Social Problems63(1) (2016), 127–150.

M.S.

, A shared neural node for multiple innate behaviors in drosophila, Neuroscience Bulletin34(6) (2018), 209–210.

Corcoran

, Anderson

J.L.

and Jacobson

D.J.

, Introgression maintains the genetic integrity of the mating-type determining chromosome of the fungus neurospora tetrasperma, Genome Research26(4) (2016), 486–498.

10.

Kolkhof

, Werthebach

and Van

V.A.

, A luciferase-fragment complementation assay to detect lipid droplet-associated protein-protein interactions, Molecular & Cellular Proteomics16(3) (2017), 329–345.

11.

Ramdya

, Schneider

and Levine

J.D.

, The neurogenetics of group behavior in drosophila melanogaster, Journal of Experimental Biology220(1) (2017), 35–41.

12.

Solari

, Corda

and Sollai

, Morphological characterization of the antennal lobes in the Mediterranean fruit fly ceratitis capitata, Journal of Comparative Physiology A202(2) (2016), 1–16.

13.

Cao

Q.S.

, Study on transmission characteristics of dual-beam incoherent synthesis of laser weapons, Journal of China Academy of Electronics and Information Technology13(2) (2018), 30–38.

14.

Galmés

, Markovian characterization of node lifetime in a time-driven wireless sensor network, Numerical Algebra Control & Optimization1(4) (2017), 763–780.

15.

Murakami

, Minami-Ohtsubo

and Nakato

, Two components of aversive memory in Drosophila, Anesthesia-Sensitive and Anesthesia-Resistant Memory, Require Distinct Domains within the Rgk1 small GTPase, Journal of Neuroscience37(22) (2017), 5496–5510.

16.

Luo

S.Q.

, Wang

J.Y.

and Li

B.K.

, Research on improved combinatorial optimization decision tree rumor discrimination method, Computer Simulation35(2) (2018), 219–223.

17.

S.X.

, Monitoring and management of uninterruptible power supply for medical equipment, Chinese Journal of Power Sources42(3) (2018), 442–444.

18.

Klymchuk

, Regularizing algorithm for mixed matrix pencils, Applied Mathematics & Nonlinear Sciences2(1) (2017), 123–130.

19.

Kress

T.R.

, Pellanda

and Pellegrinet

, Identification of MYC-dependent transcriptional programs in oncogene-addicted liver tumors, Cancer Research76(12) (2016), 3463–3472.

20.

Brown

T.-S.

, Du

, Eruslu

and Sayas

, Analysis of models for viscoelastic wave propagation, Applied Mathematics & Nonlinear Sciences3(1) (2018), 55–96.

21.

Gao

and Wang

, New isolated toughness condition for fractional (g, f, n) - critical graph, Colloquium Mathematicum147(1) (2017), 55–65.

22.

Gao

, Zhu

, Guo

and Wang

, Ontology learning algorithm for similarity measuring and ontology mapping using linear programming, Journal of Intelligent & Fuzzy Systems33(5) (2017), 3153–3163.

23.

Ahmad

, Ali

, Bilal

, Zafar

and Zahid

, Some new standard graphs labeled by 3-total edge product cordial labeling, Applied Mathematics & Nonlinear Sciences2(1) (2017), 61–72.

24.

, Xing

and He

, Genome-Wide analysis indicates lineage-specific gene loss during papilionoideae evolution, Genome Biology & Evolution8(3) (2016), 635–648.

25.

Xiong

, Wu

, Ye

, Zhang

and Xu

, Color image chaos encryption algorithm combining CRC and nine palace map, Multimedia Tools and Applications78(22) (2019), 31035–31055.

26.

Zhang

Z.H.

, Tan

and Wen

K.H.

, Design of home intelligent power management system based on android and java programming, Automation & Instrumentation231(01) (2019), 127–130.

Application of discrete fruit fly algorithm in enhancement of wireless sensor node coverage

Abstract

Keywords

Get full access to this article

References