{"id":"https://openalex.org/W2765542374","doi":"https://doi.org/10.1155/2017/6928325","title":"Harvested Energy Prediction Schemes for Wireless Sensor Networks: Performance Evaluation and Enhancements","display_name":"Harvested Energy Prediction Schemes for Wireless Sensor Networks: Performance Evaluation and Enhancements","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2765542374","doi":"https://doi.org/10.1155/2017/6928325","mag":"2765542374"},"language":"en","primary_location":{"id":"doi:10.1155/2017/6928325","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/6928325","pdf_url":"http://downloads.hindawi.com/journals/wcmc/2017/6928325.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/wcmc/2017/6928325.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100728840","display_name":"Muhammad","orcid":"https://orcid.org/0000-0001-7534-3559"},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad","raw_affiliation_strings":["National University of Sciences and Technology (NUST), H-12, Islamabad, Pakistan","Riphah Institute of System Engineering (RISE), Riphah University, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-7534-3559","affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology (NUST), H-12, Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]},{"raw_affiliation_string":"Riphah Institute of System Engineering (RISE), Riphah University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080473845","display_name":"Hassaan Khaliq Qureshi","orcid":"https://orcid.org/0000-0003-3042-4050"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hassaan Khaliq Qureshi","raw_affiliation_strings":["National University of Sciences and Technology (NUST), H-12, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-3042-4050","affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology (NUST), H-12, Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088968108","display_name":"Umber Saleem","orcid":"https://orcid.org/0000-0002-1505-674X"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umber Saleem","raw_affiliation_strings":["National University of Sciences and Technology (NUST), H-12, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology (NUST), H-12, Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101744171","display_name":"Muhammad Saleem","orcid":"https://orcid.org/0000-0001-7281-6672"},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Saleem","raw_affiliation_strings":["Riphah Institute of System Engineering (RISE), Riphah University, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-7281-6672","affiliations":[{"raw_affiliation_string":"Riphah Institute of System Engineering (RISE), Riphah University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062769214","display_name":"Andreas Pitsillides","orcid":"https://orcid.org/0000-0001-5072-2851"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Andreas Pitsillides","raw_affiliation_strings":["Department of Computer Science, University of Cyprus, Nicosia, Cyprus"],"raw_orcid":"https://orcid.org/0000-0001-5072-2851","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063814563","display_name":"Marios Lestas","orcid":"https://orcid.org/0000-0002-8418-6329"},"institutions":[{"id":"https://openalex.org/I38552033","display_name":"Frederick University","ror":"https://ror.org/05d8tf882","country_code":"CY","type":"education","lineage":["https://openalex.org/I38552033"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Marios Lestas","raw_affiliation_strings":["Department of Electrical Engineering, Frederick University, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Frederick University, Nicosia, Cyprus","institution_ids":["https://openalex.org/I38552033"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":1.6805,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.84516967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"14"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8203240036964417},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6354860067367554},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6066363453865051},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5406758785247803},{"id":"https://openalex.org/keywords/irradiance","display_name":"Irradiance","score":0.4930576980113983},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4871906638145447},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.47986525297164917},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.47909262776374817},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.478645920753479},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.478158563375473},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.47148892283439636},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4700072407722473},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.4464878737926483},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4445899724960327},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3958227336406708},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3739454746246338},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.354829877614975},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1432555913925171},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10225731134414673},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09513062238693237},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08432134985923767},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.08380985260009766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8203240036964417},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6354860067367554},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6066363453865051},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5406758785247803},{"id":"https://openalex.org/C46423501","wikidata":"https://www.wikidata.org/wiki/Q830654","display_name":"Irradiance","level":2,"score":0.4930576980113983},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4871906638145447},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.47986525297164917},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.47909262776374817},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.478645920753479},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.478158563375473},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.47148892283439636},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4700072407722473},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.4464878737926483},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4445899724960327},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3958227336406708},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3739454746246338},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.354829877614975},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1432555913925171},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10225731134414673},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09513062238693237},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08432134985923767},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.08380985260009766},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2017/6928325","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/6928325","pdf_url":"http://downloads.hindawi.com/journals/wcmc/2017/6928325.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5ed183ee1f504775a23b4a31c72f6cc7","is_oa":false,"landing_page_url":"https://doaj.org/article/5ed183ee1f504775a23b4a31c72f6cc7","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/6928325","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/6928325","pdf_url":"http://downloads.hindawi.com/journals/wcmc/2017/6928325.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2765542374.pdf","grobid_xml":"https://content.openalex.org/works/W2765542374.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1494913995","https://openalex.org/W1964893971","https://openalex.org/W1985705155","https://openalex.org/W1991781995","https://openalex.org/W1992600371","https://openalex.org/W2004347260","https://openalex.org/W2041716774","https://openalex.org/W2046672513","https://openalex.org/W2072760936","https://openalex.org/W2129589778","https://openalex.org/W2148140427","https://openalex.org/W2423048736"],"related_works":["https://openalex.org/W1530649511","https://openalex.org/W3104379783","https://openalex.org/W3106902037","https://openalex.org/W4322211974","https://openalex.org/W2104775196","https://openalex.org/W1749313231","https://openalex.org/W4293569381","https://openalex.org/W4237384040","https://openalex.org/W1578057650","https://openalex.org/W2082020684"],"abstract_inverted_index":{"We":[0,21],"review":[1],"harvested":[2],"energy":[3,82,96,185],"prediction":[4,59,128,144,151],"schemes":[5],"to":[6,24,133,155,166,175],"be":[7],"used":[8,106],"in":[9,80,88,124,182],"wireless":[10],"sensor":[11],"networks":[12],"and":[13,35,47,61,94,101,139],"explore":[14],"the":[15,25,30,58,62,67,72,75,91,95,108,115,120,127,156,161,170,177,183,189,193],"relative":[16],"merits":[17],"of":[18,74,90,126],"landmark":[19],"solutions.":[20],"propose":[22],"enhancements":[23],"well-known":[26],"Profile-Energy":[27,33],"(Pro-Energy)":[28],"model,":[29],"so-called":[31],"Improved":[32],"(IPro-Energy),":[34],"compare":[36],"its":[37,150],"performance":[38,54],"with":[39],"Accurate":[40],"Solar":[41],"Irradiance":[42],"Prediction":[43],"Model":[44],"(ASIM),":[45],"Pro-Energy,":[46],"Weather":[48],"Conditioned":[49],"Moving":[50],"Average":[51],"(WCMA).":[52],"The":[53],"metrics":[55],"considered":[56,76],"are":[57,105],"accuracy":[60,129,152],"execution":[63],"time":[64],"which":[65],"measure":[66],"implementation":[68,195],"complexity.":[69,196],"In":[70,168],"addition,":[71,169],"effectiveness":[73],"models,":[77],"when":[78,180],"integrated":[79,181],"an":[81],"management":[83,186],"scheme,":[84],"is":[85,153,173],"also":[86],"investigated":[87],"terms":[89,125],"achieved":[92,130],"throughput":[93,179],"consumption.":[97],"Both":[98],"solar":[99],"irradiance":[100],"wind":[102],"power":[103],"datasets":[104],"for":[107,135,141],"evaluation":[109],"study.":[110],"Our":[111],"results":[112],"indicate":[113],"that":[114],"proposed":[116],"IPro-Energy":[117],"scheme":[118,172,191],"outperforms":[119,160],"other":[121,162],"candidate":[122],"models":[123,163],"by":[131,164],"up":[132,165],"78%":[134],"short":[136],"term":[137,143,148],"predictions":[138],"50%":[140],"medium":[142],"horizons.":[145],"For":[146],"long":[147],"predictions,":[149],"comparable":[154],"Pro-Energy":[157],"model":[158],"but":[159],"64%.":[167],"IPro":[171],"able":[174],"achieve":[176],"highest":[178],"developed":[184],"scheme.":[187],"Finally,":[188],"ASIM":[190],"reports":[192],"smallest":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}