{"id":"https://openalex.org/W3196667162","doi":"https://doi.org/10.1109/blackseacom52164.2021.9527790","title":"Estimating Capture Probabilities for Complex Topologies in 2D Molecular Communication via Diffusion Channel using Artificial Neural Networks","display_name":"Estimating Capture Probabilities for Complex Topologies in 2D Molecular Communication via Diffusion Channel using Artificial Neural Networks","publication_year":2021,"publication_date":"2021-05-24","ids":{"openalex":"https://openalex.org/W3196667162","doi":"https://doi.org/10.1109/blackseacom52164.2021.9527790","mag":"3196667162"},"language":"en","primary_location":{"id":"doi:10.1109/blackseacom52164.2021.9527790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom52164.2021.9527790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044250335","display_name":"Halil Umut Ozdemir","orcid":null},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Halil Umut Ozdemir","raw_affiliation_strings":["NETLAB, Bogazici University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NETLAB, Bogazici University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048696933","display_name":"Halil Ibrahim Orhan","orcid":null},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Halil Ibrahim Orhan","raw_affiliation_strings":["NETLAB, Bogazici University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NETLAB, Bogazici University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079435460","display_name":"Meri\u00e7 Turan","orcid":"https://orcid.org/0000-0003-2362-7220"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Meric Turan","raw_affiliation_strings":["NETLAB, Bogazici University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NETLAB, Bogazici University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Baris Buyuktas","orcid":null},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Baris Buyuktas","raw_affiliation_strings":["NETLAB, Bogazici University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NETLAB, Bogazici University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083891031","display_name":"H. Birkan Yilmaz","orcid":"https://orcid.org/0000-0002-4773-2028"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"H. Birkan Yilmaz","raw_affiliation_strings":["NETLAB, Bogazici University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NETLAB, Bogazici University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405392"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13052","display_name":"Molecular Communication and Nanonetworks","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13052","display_name":"Molecular Communication and Nanonetworks","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/molecular-communication","display_name":"Molecular communication","score":0.7710973024368286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7276304364204407},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6852720975875854},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6274446249008179},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6226574182510376},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.572243332862854},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.4611738920211792},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4341316521167755},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.43289411067962646},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.41745448112487793},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3709619641304016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2835176885128021},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.159968763589859},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12756705284118652},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1138409674167633}],"concepts":[{"id":"https://openalex.org/C2779767902","wikidata":"https://www.wikidata.org/wiki/Q17037278","display_name":"Molecular communication","level":4,"score":0.7710973024368286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7276304364204407},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6852720975875854},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6274446249008179},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6226574182510376},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.572243332862854},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.4611738920211792},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4341316521167755},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.43289411067962646},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.41745448112487793},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3709619641304016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2835176885128021},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.159968763589859},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12756705284118652},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1138409674167633},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/blackseacom52164.2021.9527790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom52164.2021.9527790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2018036523","https://openalex.org/W2043135200","https://openalex.org/W2049647155","https://openalex.org/W2077258873","https://openalex.org/W2128281473","https://openalex.org/W2144244895","https://openalex.org/W2168002711","https://openalex.org/W2220300328","https://openalex.org/W2294456571","https://openalex.org/W2550261428","https://openalex.org/W2607447150","https://openalex.org/W2890538950","https://openalex.org/W2963541626","https://openalex.org/W3100991707","https://openalex.org/W3106308358","https://openalex.org/W3118584260"],"related_works":["https://openalex.org/W2283480350","https://openalex.org/W2165384719","https://openalex.org/W2952645156","https://openalex.org/W3007751526","https://openalex.org/W4286822800","https://openalex.org/W4297984637","https://openalex.org/W4225474400","https://openalex.org/W1997193784","https://openalex.org/W2470891693","https://openalex.org/W2463530242"],"abstract_inverted_index":{"Nanonetworking":[0],"is":[1,18,27,35,62,69,114,179],"a":[2,16,20],"way":[3],"of":[4,29,121,140,159,173],"communication":[5,10,23,32],"that":[6,34],"focuses":[7],"on":[8],"the":[9,30,59,63,82,112,117,136,154,170],"between":[11],"entities":[12],"where":[13],"(at":[14],"least)":[15],"component":[17],"at":[19],"nano-scale.":[21],"Molecular":[22],"via":[24],"diffusion":[25],"(MCvD)":[26],"one":[28],"fundamental":[31],"mechanisms":[33],"used":[36],"in":[37,132,157],"nanonetworks.":[38],"There":[39],"are":[40,88,150],"two":[41],"conventional":[42],"approaches":[43,149],"to":[44,92,115,134,143,152],"model":[45],"and":[46,104],"analyze":[47],"an":[48,163],"MCvD":[49,125,176],"channel:":[50],"(1)":[51],"analytical":[52,60],"approach,":[53],"(2)":[54],"simulation":[55,85,144],"based":[56,86,145],"approach.":[57,146],"Unsurprisingly,":[58],"approach":[61,156],"most":[64],"efficient":[65],"one.":[66],"Yet,":[67],"it":[68,96,101],"not":[70],"largely":[71],"applicable":[72,91],"(i.e.,":[73],"provides":[74],"solutions":[75,87],"for":[76],"only":[77],"few":[78],"simple":[79],"topologies).":[80],"On":[81],"other":[83],"hand,":[84],"much":[89],"more":[90],"different":[93],"scenarios.":[94],"However,":[95],"has":[97],"another":[98],"major":[99],"shortcoming,":[100],"takes":[102],"time":[103],"requires":[105],"excessive":[106],"processing":[107],"power.":[108],"In":[109],"our":[110],"study,":[111],"aim":[113],"estimate":[116,169],"channel":[118,171,177],"impulse":[119],"response":[120],"complex":[122,174],"two-dimensional":[123],"(2D)":[124],"channels":[126],"by":[127],"using":[128],"artificial":[129,164],"neural":[130,165],"networks,":[131],"order":[133],"improve":[135],"overall":[137],"time-based":[138],"quality":[139],"service":[141],"compared":[142,151],"Different":[147],"modeling":[148],"find":[153],"best":[155],"terms":[158],"error":[160],"metrics.":[161],"Consequently,":[162],"network,":[166],"which":[167],"can":[168],"coefficients":[172,178],"2D":[175],"obtained.":[180]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}