{"id":"https://openalex.org/W4394063328","doi":"https://doi.org/10.1007/s00530-024-01305-z","title":"An efficient heuristic-aided adaptive autoencoder-based dilated DNN with attention mechanism for enhancing the performance of the MIMO system in 5G communication","display_name":"An efficient heuristic-aided adaptive autoencoder-based dilated DNN with attention mechanism for enhancing the performance of the MIMO system in 5G communication","publication_year":2024,"publication_date":"2024-04-07","ids":{"openalex":"https://openalex.org/W4394063328","doi":"https://doi.org/10.1007/s00530-024-01305-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-024-01305-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-024-01305-z","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-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/A5069373974","display_name":"Rajalakshmi Jeyapal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajalakshmi Jeyapal","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sethu Institute of Technology, Pulloor, Virudhunagar, Tamil Nadu, 626115, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sethu Institute of Technology, Pulloor, Virudhunagar, Tamil Nadu, 626115, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048402790","display_name":"Khaled Matrouk","orcid":"https://orcid.org/0000-0002-8647-1393"},"institutions":[{"id":"https://openalex.org/I100086675","display_name":"Al-Hussein Bin Talal University","ror":"https://ror.org/019dkd780","country_code":"JO","type":"education","lineage":["https://openalex.org/I100086675"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Khaled Matrouk","raw_affiliation_strings":["Computer Engineering Department, Al-Hussein Bin Talal University, Ma\u2019an, 71111, Jordan","Computer Engineering Department, Al-Hussein Bin Talal University, Ma'an, 71111, Jordan"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Al-Hussein Bin Talal University, Ma\u2019an, 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]},{"raw_affiliation_string":"Computer Engineering Department, Al-Hussein Bin Talal University, Ma'an, 71111, Jordan","institution_ids":["https://openalex.org/I100086675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113165379","display_name":"Dass Purushothaman","orcid":null},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dass Purushothaman","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Saveetha School of Engineering, SIMATS, Chennai, Tamil Nadu, 602105, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Saveetha School of Engineering, SIMATS, Chennai, Tamil Nadu, 602105, India","institution_ids":["https://openalex.org/I85461943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048402790"],"corresponding_institution_ids":["https://openalex.org/I100086675"],"apc_list":null,"apc_paid":null,"fwci":0.8666,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72141968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.979200005531311,"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":0.7841503620147705},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7136409282684326},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6376398205757141},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5785239934921265},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.5349940657615662},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.4926655888557434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47839272022247314},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4631371796131134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3500179648399353},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.30645549297332764},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25530755519866943},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22977697849273682},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07396876811981201}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7841503620147705},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7136409282684326},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6376398205757141},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5785239934921265},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.5349940657615662},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.4926655888557434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47839272022247314},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4631371796131134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3500179648399353},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.30645549297332764},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25530755519866943},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22977697849273682},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07396876811981201},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-024-01305-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-024-01305-z","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2001979953","https://openalex.org/W2416312312","https://openalex.org/W2602923095","https://openalex.org/W2742430148","https://openalex.org/W2786608596","https://openalex.org/W2795658001","https://openalex.org/W2894866963","https://openalex.org/W2900669374","https://openalex.org/W2969985720","https://openalex.org/W2973449430","https://openalex.org/W2980734915","https://openalex.org/W2996950790","https://openalex.org/W3000340284","https://openalex.org/W3006086117","https://openalex.org/W3010005261","https://openalex.org/W3041203747","https://openalex.org/W3047080537","https://openalex.org/W3098632862","https://openalex.org/W3107592318","https://openalex.org/W3111656105","https://openalex.org/W3127355490","https://openalex.org/W3130795065","https://openalex.org/W3134578582","https://openalex.org/W3150673007","https://openalex.org/W3154206045","https://openalex.org/W3155221178","https://openalex.org/W3173455696","https://openalex.org/W3180128748","https://openalex.org/W3194345699","https://openalex.org/W3194796580","https://openalex.org/W3196647917","https://openalex.org/W3216082225","https://openalex.org/W4206016550","https://openalex.org/W4225670819","https://openalex.org/W4281572388","https://openalex.org/W4281696178","https://openalex.org/W4297860663","https://openalex.org/W4317816545"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4224872188","https://openalex.org/W4285223123","https://openalex.org/W4386970495"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}