A Novel Technique for Gateway Selection in Hybrid MANET Using Genetic Algorithm
Integration of Mobile Ad hoc NETworks (MANETs) with the Internet has been paid immense attention in the field of heterogeneous networks. In MANET some intermediate nodes called Internet Gateways (IGs) are responsible for sending the data traffic of source nodes towards the fixed nodes in the Interne...
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Veröffentlicht in: | Wireless personal communications 2022-09, Vol.126 (2), p.1273-1299 |
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description | Integration of Mobile Ad hoc NETworks (MANETs) with the Internet has been paid immense attention in the field of heterogeneous networks. In MANET some intermediate nodes called Internet Gateways (IGs) are responsible for sending the data traffic of source nodes towards the fixed nodes in the Internet. The key issue considered while selecting IG nodes is its optimised throughput with the reduced delay in resource constraint mobile nodes. In this paper, a genetic algorithm inspired Delay Sensitive Gateway Selection (DSGS) scheme is proposed considering the issue of network delay by minimising the total distance travelled by the source nodes to the gateway. The performance of the proposed GA-based DSGS scheme is studied using a comparative approach. The simulation results demonstrate that the proposed scheme significantly outperforms the conventional schemes and is capable of achieving higher network throughput while minimising the end-to-end delay. |
doi_str_mv | 10.1007/s11277-022-09791-y |
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In MANET some intermediate nodes called Internet Gateways (IGs) are responsible for sending the data traffic of source nodes towards the fixed nodes in the Internet. The key issue considered while selecting IG nodes is its optimised throughput with the reduced delay in resource constraint mobile nodes. In this paper, a genetic algorithm inspired Delay Sensitive Gateway Selection (DSGS) scheme is proposed considering the issue of network delay by minimising the total distance travelled by the source nodes to the gateway. The performance of the proposed GA-based DSGS scheme is studied using a comparative approach. 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In MANET some intermediate nodes called Internet Gateways (IGs) are responsible for sending the data traffic of source nodes towards the fixed nodes in the Internet. The key issue considered while selecting IG nodes is its optimised throughput with the reduced delay in resource constraint mobile nodes. In this paper, a genetic algorithm inspired Delay Sensitive Gateway Selection (DSGS) scheme is proposed considering the issue of network delay by minimising the total distance travelled by the source nodes to the gateway. The performance of the proposed GA-based DSGS scheme is studied using a comparative approach. The simulation results demonstrate that the proposed scheme significantly outperforms the conventional schemes and is capable of achieving higher network throughput while minimising the end-to-end delay.</description><subject>Communications Engineering</subject><subject>Communications traffic</subject><subject>Computer Communication Networks</subject><subject>Computer networks</subject><subject>Delay</subject><subject>Engineering</subject><subject>Genetic algorithms</subject><subject>Internet</subject><subject>Mobile ad hoc networks</subject><subject>Networks</subject><subject>Nodes</subject><subject>Signal,Image and Speech Processing</subject><issn>0929-6212</issn><issn>1572-834X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kLFOwzAQhi0EEqXwAkyWmA32OYnjsapKi1TagSCxWa7jtK7SpNgpKG-PIUhsTLf83393H0K3jN4zSsVDYAyEIBSAUCkkI_0ZGrFUAMl58naORlSCJBkwuERXIewpjZiEEVpP8Kr9sDUurNk17v1kcdV6PNed_dQ9frG1NZ1rG-wavOg33pX4ebKaFfg1uGaL57axnTN4Um9b77rd4RpdVLoO9uZ3jlHxOCumC7Jcz5-mkyUxwHlHTKLT3GQbo_NSM5Fpm1WwAWoEz0tjeUohldwIyHMjpcxomYuUVxUwy7NS8DG6G2qPvo03h07t25Nv4kYFgsU_syRJYwqGlPFtCN5W6ujdQfteMaq-vanBm4re1I831UeID1CI4WZr_V_1P9QXGxlvvA</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Kushwah, R.</creator><creator>Tapaswi, S.</creator><creator>Kumar, A.</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0003-1232-0426</orcidid></search><sort><creationdate>20220901</creationdate><title>A Novel Technique for Gateway Selection in Hybrid MANET Using Genetic Algorithm</title><author>Kushwah, R. ; Tapaswi, S. ; Kumar, A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c233t-c4a58c6bca8da176ae6f2b20c738dce3502593c7288c99960d8753ff21e36d73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Communications Engineering</topic><topic>Communications traffic</topic><topic>Computer Communication Networks</topic><topic>Computer networks</topic><topic>Delay</topic><topic>Engineering</topic><topic>Genetic algorithms</topic><topic>Internet</topic><topic>Mobile ad hoc networks</topic><topic>Networks</topic><topic>Nodes</topic><topic>Signal,Image and Speech Processing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kushwah, R.</creatorcontrib><creatorcontrib>Tapaswi, S.</creatorcontrib><creatorcontrib>Kumar, A.</creatorcontrib><collection>CrossRef</collection><jtitle>Wireless personal communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kushwah, R.</au><au>Tapaswi, S.</au><au>Kumar, A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Novel Technique for Gateway Selection in Hybrid MANET Using Genetic Algorithm</atitle><jtitle>Wireless personal communications</jtitle><stitle>Wireless Pers Commun</stitle><date>2022-09-01</date><risdate>2022</risdate><volume>126</volume><issue>2</issue><spage>1273</spage><epage>1299</epage><pages>1273-1299</pages><issn>0929-6212</issn><eissn>1572-834X</eissn><abstract>Integration of Mobile Ad hoc NETworks (MANETs) with the Internet has been paid immense attention in the field of heterogeneous networks. In MANET some intermediate nodes called Internet Gateways (IGs) are responsible for sending the data traffic of source nodes towards the fixed nodes in the Internet. The key issue considered while selecting IG nodes is its optimised throughput with the reduced delay in resource constraint mobile nodes. In this paper, a genetic algorithm inspired Delay Sensitive Gateway Selection (DSGS) scheme is proposed considering the issue of network delay by minimising the total distance travelled by the source nodes to the gateway. The performance of the proposed GA-based DSGS scheme is studied using a comparative approach. 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subjects | Communications Engineering Communications traffic Computer Communication Networks Computer networks Delay Engineering Genetic algorithms Internet Mobile ad hoc networks Networks Nodes Signal,Image and Speech Processing |
title | A Novel Technique for Gateway Selection in Hybrid MANET Using Genetic Algorithm |
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