{"id":"https://openalex.org/W4311947667","doi":"https://doi.org/10.1007/s11276-022-03184-6","title":"Q-learning based task scheduling and energy-saving MAC protocol for wireless sensor networkss","display_name":"Q-learning based task scheduling and energy-saving MAC protocol for wireless sensor networkss","publication_year":2022,"publication_date":"2022-12-09","ids":{"openalex":"https://openalex.org/W4311947667","doi":"https://doi.org/10.1007/s11276-022-03184-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11276-022-03184-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-022-03184-6","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","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/A5039033083","display_name":"Mustafa Musa Jaber","orcid":"https://orcid.org/0000-0002-5777-9428"},"institutions":[{"id":"https://openalex.org/I2801106189","display_name":"Dijlah University College","ror":"https://ror.org/03vndx142","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2801106189"]},{"id":"https://openalex.org/I2801460691","display_name":"Al-Turath University","ror":"https://ror.org/019vd4365","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2801460691"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Mustafa Musa Jaber","raw_affiliation_strings":["Department of Computer Science, Al-Turath University College, Baghdad, Iraq","Department of Computer Science, Dijlah University College, Baghdad, 10021, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-Turath University College, Baghdad, Iraq","institution_ids":["https://openalex.org/I2801460691"]},{"raw_affiliation_string":"Department of Computer Science, Dijlah University College, Baghdad, 10021, Iraq","institution_ids":["https://openalex.org/I2801106189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031688643","display_name":"Mohamed I. Hassan Ali","orcid":"https://orcid.org/0000-0001-9897-3246"},"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 Hassan Ali","raw_affiliation_strings":["Computer Techniques Engineering Department, Faculty of Information Technology, Imam Ja\u2019afar Al-Sadiq University, Najaf, 10023, Iraq","Computer Techniques Engineering Department, Faculty of Information Technology, Imam Ja'afar Al-Sadiq University, Najaf, 10023, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Techniques Engineering Department, Faculty of Information Technology, Imam Ja\u2019afar Al-Sadiq University, Najaf, 10023, Iraq","institution_ids":["https://openalex.org/I4401041618"]},{"raw_affiliation_string":"Computer Techniques Engineering Department, Faculty of Information Technology, Imam Ja'afar Al-Sadiq University, Najaf, 10023, Iraq","institution_ids":["https://openalex.org/I4401041618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029260051","display_name":"Sura Khalil","orcid":null},"institutions":[{"id":"https://openalex.org/I2801106189","display_name":"Dijlah University College","ror":"https://ror.org/03vndx142","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2801106189"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Sura Khalil Abd","raw_affiliation_strings":["Department of Computer Science, Dijlah University College, Baghdad, 10021, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dijlah University College, Baghdad, 10021, Iraq","institution_ids":["https://openalex.org/I2801106189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005846637","display_name":"Mustafa Mohammed Jassim","orcid":"https://orcid.org/0000-0002-3739-0343"},"institutions":[{"id":"https://openalex.org/I4400573189","display_name":"Al-Mustaqbal University","ror":"https://ror.org/023a3xe97","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573189"]},{"id":"https://openalex.org/I4401200352","display_name":"Al-Farahidi University","ror":"https://ror.org/0409yxb12","country_code":null,"type":"education","lineage":["https://openalex.org/I4401200352"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mustafa Mohammed Jassim","raw_affiliation_strings":["Business Administration Department, Al-Mustaqbal University College, Babylon, Iraq","Department of Medical Instruments Engineering Techniques, Al-Farahidi University, Baghdad, 10011, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Administration Department, Al-Mustaqbal University College, Babylon, Iraq","institution_ids":["https://openalex.org/I4400573189"]},{"raw_affiliation_string":"Department of Medical Instruments Engineering Techniques, Al-Farahidi University, Baghdad, 10011, Iraq","institution_ids":["https://openalex.org/I4401200352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034896032","display_name":"Ahmed Alkhayyat","orcid":"https://orcid.org/0000-0002-0962-3453"},"institutions":[{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]},{"id":"https://openalex.org/I4405259362","display_name":"Islamic University of Najaf","ror":"https://ror.org/024dzaa63","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4405259362"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ahmed Alkhayyat","raw_affiliation_strings":["College of Technical Engineering, The Islamic University, Najaf, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technical Engineering, The Islamic University, Najaf, Iraq","institution_ids":["https://openalex.org/I3131779051","https://openalex.org/I4405259362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114045095","display_name":"Mohammed Jassim","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573189","display_name":"Al-Mustaqbal University","ror":"https://ror.org/023a3xe97","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573189"]},{"id":"https://openalex.org/I4401200352","display_name":"Al-Farahidi University","ror":"https://ror.org/0409yxb12","country_code":null,"type":"education","lineage":["https://openalex.org/I4401200352"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mohammed Jassim","raw_affiliation_strings":["Business Administration Department, Al-Mustaqbal University College, Babylon, Iraq","Department of Medical Instruments Engineering Techniques, Al-Farahidi University, Baghdad, 10011, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Administration Department, Al-Mustaqbal University College, Babylon, Iraq","institution_ids":["https://openalex.org/I4400573189"]},{"raw_affiliation_string":"Department of Medical Instruments Engineering Techniques, Al-Farahidi University, Baghdad, 10011, Iraq","institution_ids":["https://openalex.org/I4401200352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090404929","display_name":"Ahmed Rashid Alkhuwaylidee","orcid":"https://orcid.org/0000-0002-1542-1188"},"institutions":[{"id":"https://openalex.org/I4387156470","display_name":"Mazaya University College","ror":"https://ror.org/058arh533","country_code":null,"type":"education","lineage":["https://openalex.org/I4387156470"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ahmed Rashid Alkhuwaylidee","raw_affiliation_strings":["Computer Technical Engineering, Mazaya University College, Thi Qar, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Technical Engineering, Mazaya University College, Thi Qar, Iraq","institution_ids":["https://openalex.org/I4387156470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024879657","display_name":"Lahib Nidhal","orcid":null},"institutions":[{"id":"https://openalex.org/I2801106189","display_name":"Dijlah University College","ror":"https://ror.org/03vndx142","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2801106189"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Lahib Nidhal","raw_affiliation_strings":["Department of Computer Science, Dijlah University College, Baghdad, 10021, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dijlah University College, Baghdad, 10021, Iraq","institution_ids":["https://openalex.org/I2801106189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5039033083"],"corresponding_institution_ids":["https://openalex.org/I2801106189","https://openalex.org/I2801460691"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.4543,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63512311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"30","issue":"6","first_page":"4989","last_page":"5005"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998999834060669,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998999834060669,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9973999857902527,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9958999752998352,"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":0.9154407382011414},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7033337950706482},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.6305596232414246},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6051385998725891},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.544281005859375},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5406777858734131},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.5243889689445496},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.502631664276123},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.48718637228012085},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4326728880405426},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41961660981178284},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.358142614364624},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35502684116363525},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.317442387342453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11410921812057495},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07875296473503113},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07313016057014465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9154407382011414},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7033337950706482},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.6305596232414246},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6051385998725891},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.544281005859375},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5406777858734131},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.5243889689445496},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.502631664276123},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.48718637228012085},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4326728880405426},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41961660981178284},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.358142614364624},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35502684116363525},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.317442387342453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11410921812057495},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07875296473503113},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07313016057014465},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11276-022-03184-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-022-03184-6","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2787114603","https://openalex.org/W2791191836","https://openalex.org/W2807731816","https://openalex.org/W2879986537","https://openalex.org/W2884532903","https://openalex.org/W2886506682","https://openalex.org/W2888836402","https://openalex.org/W2900064323","https://openalex.org/W2916580089","https://openalex.org/W2916641566","https://openalex.org/W2919485146","https://openalex.org/W2920305497","https://openalex.org/W2950863887","https://openalex.org/W2962763157","https://openalex.org/W2972918909","https://openalex.org/W2981587265","https://openalex.org/W2982075362","https://openalex.org/W2998890193","https://openalex.org/W3002555613","https://openalex.org/W3005719060","https://openalex.org/W3096445331","https://openalex.org/W3115123560","https://openalex.org/W3127256598","https://openalex.org/W3200369028"],"related_works":["https://openalex.org/W2169628522","https://openalex.org/W2233357156","https://openalex.org/W1976489385","https://openalex.org/W4256317220","https://openalex.org/W1506225852","https://openalex.org/W2141414364","https://openalex.org/W2376514150","https://openalex.org/W1523265213","https://openalex.org/W2363668972","https://openalex.org/W2379005335"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}