{"id":"https://openalex.org/W3210646566","doi":"https://doi.org/10.1109/isamsr53229.2021.9567772","title":"Exploring the Roles of Agents and Multi-Agent in Improving Mobile Ad Hoc Networks","display_name":"Exploring the Roles of Agents and Multi-Agent in Improving Mobile Ad Hoc Networks","publication_year":2021,"publication_date":"2021-09-06","ids":{"openalex":"https://openalex.org/W3210646566","doi":"https://doi.org/10.1109/isamsr53229.2021.9567772","mag":"3210646566"},"language":"en","primary_location":{"id":"doi:10.1109/isamsr53229.2021.9567772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isamsr53229.2021.9567772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Symposium on Agents, Multi-Agent Systems and Robotics (ISAMSR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020595729","display_name":"Mohammed Ahmed Jubair","orcid":"https://orcid.org/0000-0001-6719-2922"},"institutions":[{"id":"https://openalex.org/I4401041618","display_name":"Imam Ja\u2019afar Al-Sadiq University","ror":"https://ror.org/02477a553","country_code":null,"type":"education","lineage":["https://openalex.org/I4401041618"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mohammed Ahmed Jubair","raw_affiliation_strings":["Department of Computer Technical Engineering, College of Information Technology, Imam Ja'afar Al-Sadiq University, Al-Muthanna, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technical Engineering, College of Information Technology, Imam Ja'afar Al-Sadiq University, Al-Muthanna, Iraq","institution_ids":["https://openalex.org/I4401041618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065271862","display_name":"Abdullah I. M. Alabdullah","orcid":"https://orcid.org/0000-0003-0174-6261"},"institutions":[{"id":"https://openalex.org/I12150220","display_name":"University of Mosul","ror":"https://ror.org/039cf4q47","country_code":"IQ","type":"education","lineage":["https://openalex.org/I12150220"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Abdullah I. M. Alabdullah","raw_affiliation_strings":["College of Science, Department of Physics, University of Mosul, Mosul, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Department of Physics, University of Mosul, Mosul, Iraq","institution_ids":["https://openalex.org/I12150220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016511172","display_name":"Salama A. Mostafa","orcid":"https://orcid.org/0000-0001-5348-502X"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Salama A. Mostafa","raw_affiliation_strings":["Faculty of Computer Science and Information Technology Universiti Tun Hussein Onn Malaysia, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology Universiti Tun Hussein Onn Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032045434","display_name":"Aida Mustapha","orcid":"https://orcid.org/0000-0002-9077-4995"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aida Mustapha","raw_affiliation_strings":["Faculty of Applied Sciences and Technology Universiti Tun Hussein Onn Malaysia, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences and Technology Universiti Tun Hussein Onn Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021867767","display_name":"Mustafa Hamid Hassan","orcid":null},"institutions":[{"id":"https://openalex.org/I4401041618","display_name":"Imam Ja\u2019afar Al-Sadiq University","ror":"https://ror.org/02477a553","country_code":null,"type":"education","lineage":["https://openalex.org/I4401041618"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mustafa Hamid Hassan","raw_affiliation_strings":["Department of Computer Technical Engineering, College of Information Technology, Imam Ja'afar Al-Sadiq University, Al-Muthanna, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technical Engineering, College of Information Technology, Imam Ja'afar Al-Sadiq University, Al-Muthanna, Iraq","institution_ids":["https://openalex.org/I4401041618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002277585","display_name":"Saraswathy Shamini Gunasekaran","orcid":"https://orcid.org/0000-0002-4202-4444"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Saraswathy Shamini Gunasekaran","raw_affiliation_strings":["College of Computer Science and Informatics, Universiti Tenaga Nasional, Kajang, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Informatics, Universiti Tenaga Nasional, Kajang, Selangor, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2447,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.88561498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12203","display_name":"Mobile Agent-Based Network Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12203","display_name":"Mobile Agent-Based Network Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7902806997299194},{"id":"https://openalex.org/keywords/mobile-ad-hoc-network","display_name":"Mobile ad hoc network","score":0.7398259043693542},{"id":"https://openalex.org/keywords/battlespace","display_name":"Battlespace","score":0.5384502410888672},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5370359420776367},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.5203860998153687},{"id":"https://openalex.org/keywords/adaptive-quality-of-service-multi-hop-routing","display_name":"Adaptive quality of service multi-hop routing","score":0.5186606645584106},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45302459597587585},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4210214614868164},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.30446261167526245},{"id":"https://openalex.org/keywords/optimized-link-state-routing-protocol","display_name":"Optimized Link State Routing Protocol","score":0.29567956924438477},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.2735477089881897},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.181414395570755},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1724543571472168},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16874244809150696}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7902806997299194},{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.7398259043693542},{"id":"https://openalex.org/C2781438671","wikidata":"https://www.wikidata.org/wiki/Q1002407","display_name":"Battlespace","level":2,"score":0.5384502410888672},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5370359420776367},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.5203860998153687},{"id":"https://openalex.org/C32244324","wikidata":"https://www.wikidata.org/wiki/Q4680755","display_name":"Adaptive quality of service multi-hop routing","level":5,"score":0.5186606645584106},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45302459597587585},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4210214614868164},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.30446261167526245},{"id":"https://openalex.org/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.29567956924438477},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.2735477089881897},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.181414395570755},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1724543571472168},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16874244809150696},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isamsr53229.2021.9567772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isamsr53229.2021.9567772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Symposium on Agents, Multi-Agent Systems and Robotics (ISAMSR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310112","display_name":"Universiti Tun Hussein Onn Malaysia","ror":"https://ror.org/01c5wha71"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W195394782","https://openalex.org/W1608796453","https://openalex.org/W1903683453","https://openalex.org/W1992643934","https://openalex.org/W2002072045","https://openalex.org/W2039048406","https://openalex.org/W2048989081","https://openalex.org/W2049816240","https://openalex.org/W2056833368","https://openalex.org/W2132683224","https://openalex.org/W2157598146","https://openalex.org/W2181925603","https://openalex.org/W2182539033","https://openalex.org/W2185391860","https://openalex.org/W2329414454","https://openalex.org/W2509785985","https://openalex.org/W2587307321","https://openalex.org/W2595979241","https://openalex.org/W2598085826","https://openalex.org/W2621085445","https://openalex.org/W2638716001","https://openalex.org/W2885390565","https://openalex.org/W2896573670","https://openalex.org/W2900624327","https://openalex.org/W2988150007","https://openalex.org/W3018054085","https://openalex.org/W3038049581","https://openalex.org/W4250109097","https://openalex.org/W4285719527","https://openalex.org/W6686377081","https://openalex.org/W6739402069"],"related_works":["https://openalex.org/W3035283282","https://openalex.org/W2768875466","https://openalex.org/W1591014886","https://openalex.org/W2551975114","https://openalex.org/W2025838880","https://openalex.org/W1511473871","https://openalex.org/W2003275014","https://openalex.org/W4210799434","https://openalex.org/W1932298562","https://openalex.org/W2123281165"],"abstract_inverted_index":{"We":[0],"are":[1,11,95],"experiencing":[2],"a":[3,76],"rapid":[4],"evolution":[5],"and":[6,17,21,28,50,80,101,133],"advancement":[7,88],"of":[8,13,19,33,54,60,70,85,97,131],"technologies":[9,35,56,111],"that":[10,146],"capable":[12,96],"supporting":[14,98],"the":[15,37,58,67,71,90,128,136,143,153],"formulation":[16],"implementation":[18],"robust":[20,79],"adaptive":[22],"network":[23,47],"architectures":[24],"designed":[25],"for":[26,57,78],"mobile":[27],"dynamic":[29],"environments.":[30,108],"An":[31],"example":[32],"such":[34,55,86],"is":[36,63,75,89,119],"Mobile":[38],"Ad-Hoc":[39],"Network":[40],"(MANET),":[41],"which":[42,94],"supports":[43],"self-organizing":[44,81],"multi-hop":[45],"heterogeneous":[46],"routing":[48],"services":[49],"organization.":[51],"The":[52,139],"importance":[53],"future":[59],"DoD":[61],"networking":[62],"evident,":[64],"particularly":[65],"in":[66,105,135],"front":[68],"edge":[69],"battlespace":[72],"where":[73],"there":[74],"need":[77],"network.":[82],"Another":[83],"area":[84],"technological":[87],"Multi-Agent":[91],"Systems":[92],"(MAS),":[93],"both":[99],"team-based":[100],"independent":[102],"problem":[103],"solving":[104],"many":[106],"different":[107],"These":[109],"two":[110],"have":[112,147],"been":[113,148],"extensively":[114],"explored,":[115],"but":[116],"their":[117],"combination":[118],"largely":[120],"unexplored.":[121],"Consequently,":[122],"this":[123],"paper":[124,140],"aims":[125],"to":[126,150],"investigate":[127],"joint":[129],"operation":[130],"agents":[132],"multi-agent":[134],"MANET":[137],"environment.":[138],"also":[141],"discusses":[142],"research":[144],"efforts":[145],"made":[149],"optimally":[151],"improve":[152],"technologies.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
