{"id":"https://openalex.org/W3088772051","doi":"https://doi.org/10.1109/access.2020.3024167","title":"Prediction of Harvestable Energy for Self-Powered Wearable Healthcare Devices: Filling a Gap","display_name":"Prediction of Harvestable Energy for Self-Powered Wearable Healthcare Devices: Filling a Gap","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3088772051","doi":"https://doi.org/10.1109/access.2020.3024167","mag":"3088772051"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3024167","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024167","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09197631.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/ielx7/6287639/8948470/09197631.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076400553","display_name":"Maram A. Wahba","orcid":"https://orcid.org/0000-0002-4188-1268"},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Maram A. Wahba","raw_affiliation_strings":["Faculty of Engineering, Tanta University, Tanta, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-4188-1268","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Tanta University, Tanta, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068271733","display_name":"Amira S. Ashour","orcid":"https://orcid.org/0000-0003-3217-6185"},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amira S. Ashour","raw_affiliation_strings":["Faculty of Engineering, Tanta University, Tanta, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-3217-6185","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Tanta University, Tanta, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050741219","display_name":"Rami Ghannam","orcid":"https://orcid.org/0000-0001-6910-9280"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rami Ghannam","raw_affiliation_strings":["Microelectronics Lab, Electronics and Nanoscale Engineering Research Division, School of Engineering, University of Glasgow, Glasgow, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6910-9280","affiliations":[{"raw_affiliation_string":"Microelectronics Lab, Electronics and Nanoscale Engineering Research Division, School of Engineering, University of Glasgow, Glasgow, U.K","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.2207,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.88358552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"170336","last_page":"170354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T11230","display_name":"Innovative Energy Harvesting Technologies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11249","display_name":"Wireless Power Transfer Systems","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8452543616294861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6926060318946838},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.6389512419700623},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5231978893280029},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.4908965229988098},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4354499280452728},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.41242292523384094},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.38302743434906006},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.30346083641052246},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1961873173713684},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17215120792388916},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11149382591247559}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8452543616294861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926060318946838},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.6389512419700623},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5231978893280029},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.4908965229988098},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4354499280452728},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.41242292523384094},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.38302743434906006},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.30346083641052246},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1961873173713684},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17215120792388916},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11149382591247559},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3024167","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024167","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09197631.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:eprints.gla.ac.uk:223152","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Articles"},{"id":"pmh:oai:doaj.org/article:2963101574e84b3c918484a04f230e84","is_oa":true,"landing_page_url":"https://doaj.org/article/2963101574e84b3c918484a04f230e84","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 8, Pp 170336-170354 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3024167","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024167","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09197631.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":[{"id":"https://openalex.org/G1387983624","display_name":null,"funder_award_id":"EP/R511705/1","funder_id":"https://openalex.org/F4320320337","funder_display_name":"University of Glasgow"},{"id":"https://openalex.org/G3362155057","display_name":null,"funder_award_id":"EP/R511705/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320273","display_name":"University of Cambridge","ror":"https://ror.org/013meh722"},{"id":"https://openalex.org/F4320320283","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10"},{"id":"https://openalex.org/F4320320285","display_name":"King's College London","ror":"https://ror.org/0220mzb33"},{"id":"https://openalex.org/F4320320337","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53"},{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"},{"id":"https://openalex.org/F4320324798","display_name":"Tanta University","ror":"https://ror.org/016jp5b92"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3088772051.pdf","grobid_xml":"https://content.openalex.org/works/W3088772051.grobid-xml"},"referenced_works_count":99,"referenced_works":["https://openalex.org/W38792033","https://openalex.org/W105632781","https://openalex.org/W1494913995","https://openalex.org/W1964376276","https://openalex.org/W1964893971","https://openalex.org/W1967989262","https://openalex.org/W1970375531","https://openalex.org/W1991781995","https://openalex.org/W1993687984","https://openalex.org/W1997121451","https://openalex.org/W1997198373","https://openalex.org/W1997622686","https://openalex.org/W2005339907","https://openalex.org/W2017108778","https://openalex.org/W2019613929","https://openalex.org/W2020383304","https://openalex.org/W2025091717","https://openalex.org/W2031951017","https://openalex.org/W2034045326","https://openalex.org/W2038510214","https://openalex.org/W2041716774","https://openalex.org/W2049209435","https://openalex.org/W2055338447","https://openalex.org/W2074088705","https://openalex.org/W2076077531","https://openalex.org/W2087832946","https://openalex.org/W2102117202","https://openalex.org/W2104662915","https://openalex.org/W2116851027","https://openalex.org/W2150500583","https://openalex.org/W2157072231","https://openalex.org/W2159475007","https://openalex.org/W2163190245","https://openalex.org/W2163900315","https://openalex.org/W2182132145","https://openalex.org/W2318515285","https://openalex.org/W2474890436","https://openalex.org/W2494165424","https://openalex.org/W2527609330","https://openalex.org/W2534652335","https://openalex.org/W2551336577","https://openalex.org/W2605379972","https://openalex.org/W2618857007","https://openalex.org/W2744775085","https://openalex.org/W2748304916","https://openalex.org/W2760758082","https://openalex.org/W2765542374","https://openalex.org/W2768316590","https://openalex.org/W2769272288","https://openalex.org/W2771149621","https://openalex.org/W2782350288","https://openalex.org/W2783069604","https://openalex.org/W2784836279","https://openalex.org/W2784906225","https://openalex.org/W2786137637","https://openalex.org/W2792356572","https://openalex.org/W2801049060","https://openalex.org/W2888224870","https://openalex.org/W2889940417","https://openalex.org/W2900891490","https://openalex.org/W2900975424","https://openalex.org/W2901854332","https://openalex.org/W2904020794","https://openalex.org/W2904682679","https://openalex.org/W2905593601","https://openalex.org/W2909554969","https://openalex.org/W2910783218","https://openalex.org/W2912895064","https://openalex.org/W2918625104","https://openalex.org/W2922068966","https://openalex.org/W2925249717","https://openalex.org/W2941219865","https://openalex.org/W2942322720","https://openalex.org/W2944561678","https://openalex.org/W2945053828","https://openalex.org/W2949085137","https://openalex.org/W2951826594","https://openalex.org/W2961459471","https://openalex.org/W2963399017","https://openalex.org/W2963943702","https://openalex.org/W2969468083","https://openalex.org/W2969574118","https://openalex.org/W2980813735","https://openalex.org/W2990331914","https://openalex.org/W2995772808","https://openalex.org/W2998968676","https://openalex.org/W3004638375","https://openalex.org/W3009030908","https://openalex.org/W3012365855","https://openalex.org/W3014405540","https://openalex.org/W3034035730","https://openalex.org/W3036586820","https://openalex.org/W3115497076","https://openalex.org/W3208363172","https://openalex.org/W4293372834","https://openalex.org/W6745427741","https://openalex.org/W6774085507","https://openalex.org/W6787754442","https://openalex.org/W7030009848"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Self-powered":[0],"or":[1,96,106],"autonomously":[2],"driven":[3],"wearable":[4,26,49,66,117,157,208],"devices":[5,27,50],"are":[6,93,152,229],"touted":[7],"to":[8,36,42,52,64,104,118,155,163,166,232,255],"revolutionize":[9],"the":[10,33,37,86,108,116,136,192,234,243,256,260],"personalized":[11],"healthcare":[12,23,177,209],"industry,":[13],"promising":[14],"sustainable":[15],"medical":[16],"care":[17],"for":[18,31,176,200],"a":[19,168],"large":[20],"population":[21],"of":[22,110,138,172,236,245,265],"seekers.":[24],"Current":[25],"rely":[28],"on":[29,215],"batteries":[30],"providing":[32],"necessary":[34],"energy":[35,54,59,71,76,84,91,112,125,139,193],"various":[38],"electronic":[39],"components.":[40],"However,":[41,159],"ensure":[43,167],"continuous":[44],"and":[45,77,121,185,203,221,248,262],"uninterrupted":[46],"operation,":[47],"these":[48,90,150,266],"need":[51,162],"scavenge":[53],"from":[55,85],"their":[56,147,205,216],"surroundings.":[57],"Different":[58],"sources":[60,72,92],"have":[61,132],"been":[62,133],"used":[63],"power":[65,99],"devices.":[67,158,210],"These":[68],"include":[69,180],"predictable":[70],"such":[73],"as":[74,80,82],"solar":[75],"radio":[78],"frequency,":[79],"well":[81],"unpredictable":[83],"human":[87],"body.":[88],"Nevertheless,":[89],"either":[94],"intermittent":[95],"deliver":[97],"low":[98],"densities.":[100],"Therefore,":[101],"being":[102],"able":[103],"predict":[105],"forecast":[107],"amount":[109],"harvestable":[111],"over":[113],"time":[114],"enables":[115],"intelligently":[119],"manage":[120],"plan":[122],"its":[123],"own":[124],"resources":[126],"more":[127],"effectively.":[128],"Several":[129],"prediction":[130,194,217],"approaches":[131,195],"proposed":[134,199],"in":[135,207,268],"context":[137],"harvesting":[140],"wireless":[141],"sensor":[142],"network":[143],"(EH-WSN)":[144],"nodes.":[145],"In":[146,187,253],"architectural":[148],"design,":[149],"nodes":[151,202],"very":[153],"similar":[154],"self-powered":[156],"additional":[160],"factors":[161],"be":[164],"considered":[165],"deeper":[169],"market":[170],"penetration":[171],"truly":[173],"autonomous":[174],"wearables":[175],"applications,":[178],"which":[179],"low-cost,":[181],"low-power,":[182],"small-size,":[183],"high-performance":[184],"lightweight.":[186],"this":[188],"paper,":[189],"we":[190,258],"review":[191],"that":[196,226],"were":[197],"originally":[198],"EH-WSN":[201],"critique":[204],"application":[206],"Our":[211],"comparison":[212],"is":[213],"based":[214],"accuracy,":[218],"memory":[219],"requirement,":[220],"execution":[222],"time.":[223],"We":[224],"conclude":[225],"statistical":[227],"techniques":[228],"better":[230],"designed":[231],"meet":[233],"needs":[235],"short-term":[237],"predictions,":[238],"while":[239],"long-term":[240],"predictions":[241],"require":[242],"hybridization":[244],"several":[246],"linear":[247],"non-linear":[249],"machine":[250],"learning":[251],"techniques.":[252],"addition":[254],"recommendations,":[257],"discuss":[259],"challenges":[261],"future":[263],"perspectives":[264],"technique":[267],"our":[269],"review.":[270]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}