{"id":"https://openalex.org/W4405907774","doi":"https://doi.org/10.1109/jiot.2024.3524060","title":"Multicast-Energy-Cooperation-Assisted Time-Efficient Data Collection Scheduling in WSNs","display_name":"Multicast-Energy-Cooperation-Assisted Time-Efficient Data Collection Scheduling in WSNs","publication_year":2024,"publication_date":"2024-12-30","ids":{"openalex":"https://openalex.org/W4405907774","doi":"https://doi.org/10.1109/jiot.2024.3524060"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3524060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3524060","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.lsu.edu/eecs_pubs/1950","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yang Jiang","orcid":"https://orcid.org/0009-0002-4754-0840"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Jiang","raw_affiliation_strings":["Department of Computer Science and Technology, Huaqiao University, Quanzhou, China","Department of Computer Science and Technology in Huaqiao University, and Key Laboratory of Computer Vision and Machine Learning, Huaqiao University, Fujian Province University, Xiamen, FJ, China"],"raw_orcid":"https://orcid.org/0009-0002-4754-0840","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huaqiao University, Quanzhou, China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Department of Computer Science and Technology in Huaqiao University, and Key Laboratory of Computer Vision and Machine Learning, Huaqiao University, Fujian Province University, Xiamen, FJ, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019407313","display_name":"Zhenguo Gao","orcid":"https://orcid.org/0000-0003-3115-6959"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenguo Gao","raw_affiliation_strings":["Department of Computer Science and Technology, Huaqiao University, Quanzhou, China","Department of Computer Science and Technology in Huaqiao University, and Key Laboratory of Computer Vision and Machine Learning, Huaqiao University, Fujian Province University, Xiamen, FJ, China"],"raw_orcid":"https://orcid.org/0000-0003-3115-6959","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huaqiao University, Quanzhou, China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Department of Computer Science and Technology in Huaqiao University, and Key Laboratory of Computer Vision and Machine Learning, Huaqiao University, Fujian Province University, Xiamen, FJ, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040614086","display_name":"Hsiao\u2010Chun Wu","orcid":"https://orcid.org/0000-0002-0178-1246"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiao-Chun Wu","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, LA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0178-1246","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, LA, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006168745","display_name":"Yunlong Zhao","orcid":"https://orcid.org/0000-0003-0870-5120"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, JS, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, JS, CHINA","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042651690","display_name":"Wenxian Jiang","orcid":"https://orcid.org/0000-0002-2542-1667"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxian Jiang","raw_affiliation_strings":["Department of Computer Science and Technology, Huaqiao University, Quanzhou, China","Department of Computer Science and Technology in Huaqiao University, and Key Laboratory of Computer Vision and Machine Learning, Huaqiao University, Fujian Province University, Xiamen, FJ, China"],"raw_orcid":"https://orcid.org/0000-0002-2542-1667","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huaqiao University, Quanzhou, China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Department of Computer Science and Technology in Huaqiao University, and Key Laboratory of Computer Vision and Machine Learning, Huaqiao University, Fujian Province University, Xiamen, FJ, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055165970","display_name":"Amar Kaswan","orcid":"https://orcid.org/0000-0002-9364-9479"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amar Kaswan","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Dhanbad, Dhanbad, India","Department of Computer Science and Engineering, Indian Institute of Technology (ISM), Dhanbad, India"],"raw_orcid":"https://orcid.org/0000-0002-9364-9479","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Dhanbad, Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology (ISM), Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I119045251"],"apc_list":null,"apc_paid":null,"fwci":0.6728,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73917992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"12","issue":"10","first_page":"13946","last_page":"13960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9948999881744385,"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":0.9948999881744385,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.958899974822998,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9555000066757202,"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/computer-science","display_name":"Computer science","score":0.8119395971298218},{"id":"https://openalex.org/keywords/multicast","display_name":"Multicast","score":0.7714765071868896},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6030578017234802},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5887681245803833},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4762140214443207},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43169111013412476},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.42066001892089844},{"id":"https://openalex.org/keywords/source-specific-multicast","display_name":"Source-specific multicast","score":0.4140769839286804},{"id":"https://openalex.org/keywords/xcast","display_name":"Xcast","score":0.41289976239204407},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.06718921661376953}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119395971298218},{"id":"https://openalex.org/C32295351","wikidata":"https://www.wikidata.org/wiki/Q899288","display_name":"Multicast","level":2,"score":0.7714765071868896},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6030578017234802},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5887681245803833},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4762140214443207},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43169111013412476},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.42066001892089844},{"id":"https://openalex.org/C18787934","wikidata":"https://www.wikidata.org/wiki/Q7565105","display_name":"Source-specific multicast","level":3,"score":0.4140769839286804},{"id":"https://openalex.org/C192059732","wikidata":"https://www.wikidata.org/wiki/Q3823050","display_name":"Xcast","level":3,"score":0.41289976239204407},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.06718921661376953},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2024.3524060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3524060","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-2952","is_oa":true,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/1950","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-2952","is_oa":true,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/1950","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8199999928474426,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2735381568","display_name":null,"funder_award_id":"62372190","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G646136515","display_name":null,"funder_award_id":"62072236","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1963563793","https://openalex.org/W1966000877","https://openalex.org/W1966708639","https://openalex.org/W2046672513","https://openalex.org/W2057926916","https://openalex.org/W2116385515","https://openalex.org/W2126015357","https://openalex.org/W2162679444","https://openalex.org/W2176605206","https://openalex.org/W2177372563","https://openalex.org/W2241449173","https://openalex.org/W2752845512","https://openalex.org/W2754378412","https://openalex.org/W2783918566","https://openalex.org/W2908781995","https://openalex.org/W2918984632","https://openalex.org/W2963943702","https://openalex.org/W2979738319","https://openalex.org/W2991635737","https://openalex.org/W2993029234","https://openalex.org/W2996943723","https://openalex.org/W3006387471","https://openalex.org/W3016347177","https://openalex.org/W3027328178","https://openalex.org/W3036667321","https://openalex.org/W3045187126","https://openalex.org/W3080404044","https://openalex.org/W3139536780","https://openalex.org/W3160352642","https://openalex.org/W3162969573","https://openalex.org/W3180207952","https://openalex.org/W3197344678","https://openalex.org/W3213274428","https://openalex.org/W4200216339","https://openalex.org/W4210868084","https://openalex.org/W4211064001","https://openalex.org/W4289538060","https://openalex.org/W4313018492","https://openalex.org/W4315473434","https://openalex.org/W4318586105","https://openalex.org/W4320009859","https://openalex.org/W4377695412","https://openalex.org/W4390357280","https://openalex.org/W4399618840","https://openalex.org/W4403674590"],"related_works":["https://openalex.org/W2371847117","https://openalex.org/W2382719989","https://openalex.org/W2347553438","https://openalex.org/W1641494654","https://openalex.org/W2348077704","https://openalex.org/W80466176","https://openalex.org/W1528315273","https://openalex.org/W2161099791","https://openalex.org/W2131676052","https://openalex.org/W2118586781"],"abstract_inverted_index":{"In":[0,90],"wireless":[1,20,75],"sensor":[2],"networks":[3],"(WSNs),":[4],"enabling":[5],"nodes":[6,18],"to":[7,82,118,220,236],"harvest":[8],"energy":[9,15,27,31,49,66,103,132,200,240],"from":[10],"the":[11,37,55,71,96,108,120,128,139,157,230],"environment":[12],"and":[13,34,106,134,150,202,206,242],"facilitating":[14],"sharing":[16],"among":[17],"through":[19],"power":[21],"transfer":[22],"(WPT)":[23],"technology,":[24],"known":[25],"as":[26,142],"cooperation,":[28,50],"can":[29],"alleviate":[30],"scarcity":[32],"issues":[33],"effectively":[35],"prolong":[36],"lifespan":[38],"of":[39,48,57,74,211],"WSNs.":[40],"Although":[41],"previous":[42],"research":[43],"has":[44],"investigated":[45],"various":[46],"forms":[47],"recent":[51],"developments":[52],"have":[53],"underscored":[54],"potential":[56],"Multicast":[58],"Energy":[59,87],"Cooperation":[60,88],"(M-EC)":[61],"in":[62],"supporting":[63],"efficient":[64,192],"multinode":[65],"sharing.":[67],"This":[68],"approach":[69],"leverages":[70],"broadcast":[72],"nature":[73],"signals,":[76],"potentially":[77],"offering":[78],"greater":[79],"efficiency":[80],"compared":[81,219,235],"traditional":[83],"point-to-point":[84],"style":[85],"Unicast":[86],"(U-EC).":[89],"this":[91],"article,":[92],"We":[93,137,154],"focus":[94],"on":[95],"M-EC":[97,110],"Assisted":[98],"Data":[99],"Collection":[100],"paradigm":[101],"for":[102,131],"harvesting-WSNs":[104],"(EH-WSNs)":[105],"investigate":[107],"underlying":[109],"assisted":[111],"data":[112,121,135,194,203,231],"collection":[113,122,232],"scheduling":[114,196],"(MECADCS)":[115],"problem,":[116],"aiming":[117],"minimize":[119],"completion":[123,233],"time":[124,234],"by":[125],"jointly":[126],"optimizing":[127],"schedule":[129],"decisions":[130],"cooperation":[133,201,241],"collection.":[136],"formulate":[138],"MECADCS":[140,158],"problem":[141,149,159],"a":[143,161,208],"mixed":[144,162],"integer":[145,163],"nonlinear":[146],"programming":[147,165],"(MINLP)":[148],"establish":[151],"its":[152],"NP-hardness.":[153],"also":[155],"simplified":[156],"into":[160],"linear":[164,170],"(MILP)":[166],"formulation":[167],"via":[168],"piecewise":[169],"approximation,":[171],"yet":[172],"solving":[173],"it":[174],"using":[175],"existing":[176],"mature":[177],"MILP":[178],"solvers":[179],"is":[180],"still":[181],"computationally":[182],"expensive.":[183],"To":[184],"promptly":[185],"return":[186],"good":[187],"solutions,":[188],"we":[189],"propose":[190],"an":[191],"greedy-based":[193],"transmission":[195,204],"algorithm":[197],"(GDTS),heuristically":[198],"determines":[199],"schedules":[205],"achieves":[207],"computational":[209],"speedup":[210],"<inline-formula":[212],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[213],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[214],"<tex-math":[215],"notation=\"LaTeX\">$10^{4}$":[216],"</tex-math></inline-formula>":[217],"times":[218],"exact":[221],"solvers.":[222],"Simulation":[223],"results":[224],"demonstrate":[225],"that":[226],"GDTS":[227],"significantly":[228],"reduces":[229],"both":[237],"algorithms":[238],"without":[239],"those":[243],"utilizing":[244],"U-EC.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}