{"id":"https://openalex.org/W4313887184","doi":"https://doi.org/10.1109/access.2023.3235387","title":"Link Characterization and Edge-Centric Predictive Modeling in an Ocean Network","display_name":"Link Characterization and Edge-Centric Predictive Modeling in an Ocean Network","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4313887184","doi":"https://doi.org/10.1109/access.2023.3235387"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3235387","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3235387","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10012336.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10012336.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034004706","display_name":"Simi Surendran","orcid":"https://orcid.org/0000-0001-7018-9476"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Simi Surendran","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":"https://orcid.org/0000-0001-7018-9476","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103213434","display_name":"Maneesha Vinodini Ramesh","orcid":"https://orcid.org/0000-0002-3584-7143"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Maneesha Vinodini Ramesh","raw_affiliation_strings":["Amrita Center for Wireless Networks and Applications (AmritaWNA), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":"https://orcid.org/0000-0002-3584-7143","affiliations":[{"raw_affiliation_string":"Amrita Center for Wireless Networks and Applications (AmritaWNA), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045508421","display_name":"Alberto Montresor","orcid":"https://orcid.org/0000-0001-5820-8216"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Montresor","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5820-8216","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009031891","display_name":"Martin Montag","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Martin J. Montag","raw_affiliation_strings":["Amrita Center for Wireless Networks and Applications (AmritaWNA), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Center for Wireless Networks and Applications (AmritaWNA), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034004706"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8632,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89653427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"5031","last_page":"5046"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9983999729156494,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9864000082015991,"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":0.7330134510993958},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5184911489486694},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5072962641716003},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48393088579177856},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4815802574157715},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4547703266143799},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.42701539397239685},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3759726881980896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36234936118125916},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3158445954322815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7330134510993958},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5184911489486694},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5072962641716003},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48393088579177856},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4815802574157715},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4547703266143799},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.42701539397239685},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3759726881980896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36234936118125916},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3158445954322815}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3235387","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3235387","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10012336.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d8326001206344e3bf0db18eb62411b2","is_oa":true,"landing_page_url":"https://doaj.org/article/d8326001206344e3bf0db18eb62411b2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 5031-5046 (2023)","raw_type":"article"},{"id":"pmh:oai:iris.unitn.it:11572/378375","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/10012336","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3235387","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3235387","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10012336.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311327","display_name":"Amrita Vishwa Vidyapeetham University","ror":"https://ror.org/03am10p12"},{"id":"https://openalex.org/F4320321071","display_name":"Department of Electronics and Information Technology, Ministry of Communications and Information Technology","ror":"https://ror.org/02z31cn83"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313887184.pdf","grobid_xml":"https://content.openalex.org/works/W4313887184.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W402407836","https://openalex.org/W1524379259","https://openalex.org/W1580919682","https://openalex.org/W1823879117","https://openalex.org/W1913823733","https://openalex.org/W1973632373","https://openalex.org/W1997755736","https://openalex.org/W2000275838","https://openalex.org/W2003800651","https://openalex.org/W2015673735","https://openalex.org/W2019286473","https://openalex.org/W2023783988","https://openalex.org/W2039216363","https://openalex.org/W2041248965","https://openalex.org/W2059133237","https://openalex.org/W2062857047","https://openalex.org/W2085093677","https://openalex.org/W2086788779","https://openalex.org/W2092430304","https://openalex.org/W2097573961","https://openalex.org/W2101771805","https://openalex.org/W2125984736","https://openalex.org/W2128760029","https://openalex.org/W2136016236","https://openalex.org/W2146557773","https://openalex.org/W2422296277","https://openalex.org/W2588306196","https://openalex.org/W2608023730","https://openalex.org/W2734657962","https://openalex.org/W2797855141","https://openalex.org/W2892485843","https://openalex.org/W2940860110","https://openalex.org/W2963170234","https://openalex.org/W2981572848","https://openalex.org/W3036337021","https://openalex.org/W3047576241","https://openalex.org/W3198714350","https://openalex.org/W6638767974"],"related_works":["https://openalex.org/W2943623134","https://openalex.org/W2494523064","https://openalex.org/W2215759665","https://openalex.org/W1734881440","https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W4386004629","https://openalex.org/W2942586735","https://openalex.org/W2956163139"],"abstract_inverted_index":{"One":[0],"of":[1,13,28,45,73,106,113,166],"the":[2,11,18,41,52,58,64,71,104,111,118,167,174],"critical":[3],"problems":[4],"fishermen":[5],"face":[6],"in":[7,87,187],"deep-sea":[8],"fishing":[9,29,130],"is":[10,25,35,93],"lack":[12],"low-cost":[14],"communication":[15,121,181],"mechanisms":[16],"to":[17,36,54,95,102,158],"shore.":[19],"The":[20,43,132,164],"Offshore":[21],"Communication":[22],"Network":[23],"(OCN)":[24],"a":[26,135],"network":[27],"vessels":[30],"at":[31,68,161],"sea":[32,62],"whose":[33],"goal":[34],"provide":[37,159],"wireless":[38,50,115],"internet":[39],"over":[40],"ocean.":[42],"impact":[44],"extreme":[46],"weather":[47],"conditions":[48],"on":[49,170],"signals,":[51],"inability":[53],"deploy":[55],"additional":[56],"infrastructure,":[57],"movements":[59],"induced":[60],"by":[61,142],"waves,":[63],"expanded":[65],"mobility":[66],"freedom":[67],"sea,":[69],"and":[70,117,145,153,173],"misalignment":[72],"directional":[74],"antenna":[75],"links":[76,116],"are":[77],"all":[78],"unique":[79],"challenges":[80],"that":[81],"cause":[82],"abrupt":[83],"signal":[84,140],"quality":[85,100],"fluctuations":[86],"OCN.":[88],"For":[89],"this":[90],"reason,":[91],"it":[92],"necessary":[94],"integrate":[96],"near":[97],"real-time":[98,146],"link":[99],"assessment":[101],"improve":[103],"resilience":[105],"communication.":[107],"This":[108,148],"paper":[109,133],"examines":[110],"characteristics":[112],"marine":[114],"factors":[119],"impacting":[120],"using":[122],"data":[123],"collected":[124],"through":[125],"sea-trial":[126],"experiments":[127],"involving":[128],"multiple":[129],"vessels.":[131],"proposes":[134],"Bayesian":[136],"framework":[137],"for":[138],"forecasting":[139],"strength":[141],"employing":[143],"historical":[144],"data.":[147],"hybrid":[149],"learning":[150,156,168],"integrates":[151],"offline":[152],"online":[154],"probabilistic":[155],"methods":[157,178],"intelligence":[160],"edge":[162],"devices.":[163],"evaluation":[165],"scheme":[169],"real":[171],"datasets":[172],"comparison":[175],"with":[176],"baseline":[177],"under":[179],"different":[180],"contexts":[182],"show":[183],"improved":[184],"predictive":[185],"accuracy":[186],"OCN":[188],"links.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2023-01-10T00:00:00"}