{"id":"https://openalex.org/W2898199904","doi":"https://doi.org/10.1109/icassp.2019.8682485","title":"A Learning Approach to Wireless Information and Power Transfer Signal and System Design","display_name":"A Learning Approach to Wireless Information and Power Transfer Signal and System Design","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2898199904","doi":"https://doi.org/10.1109/icassp.2019.8682485","mag":"2898199904"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2019.8682485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8682485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1810.12152","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055427031","display_name":"Morteza Varasteh","orcid":"https://orcid.org/0000-0002-1163-5074"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Morteza Varasteh","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","Department of Electrical and Electronic Engineering, Imperial college London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial college London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025592030","display_name":"Enrico Piovano","orcid":"https://orcid.org/0009-0008-8141-557X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Enrico Piovano","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","Department of Electrical and Electronic Engineering, Imperial college London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial college London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070530952","display_name":"Bruno Clerckx","orcid":"https://orcid.org/0000-0001-5949-6459"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bruno Clerckx","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","Department of Electrical and Electronic Engineering, Imperial college London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial college London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.7968,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61073267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4534","last_page":"4538"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11249","display_name":"Wireless Power Transfer Systems","score":0.9930999875068665,"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/transmitter","display_name":"Transmitter","score":0.8358336687088013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6486578583717346},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5862605571746826},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5726401805877686},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.5580230951309204},{"id":"https://openalex.org/keywords/maximum-power-transfer-theorem","display_name":"Maximum power transfer theorem","score":0.5550131797790527},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5461689829826355},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5317522287368774},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5270652770996094},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5251424312591553},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5159633755683899},{"id":"https://openalex.org/keywords/information-transfer","display_name":"Information transfer","score":0.49164873361587524},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43615761399269104},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4226319193840027},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.41281354427337646},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3607122600078583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2708173990249634},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.14903515577316284},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1307201385498047},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12987518310546875}],"concepts":[{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.8358336687088013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6486578583717346},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5862605571746826},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5726401805877686},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.5580230951309204},{"id":"https://openalex.org/C67186554","wikidata":"https://www.wikidata.org/wiki/Q17103352","display_name":"Maximum power transfer theorem","level":3,"score":0.5550131797790527},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5461689829826355},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5317522287368774},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5270652770996094},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5251424312591553},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5159633755683899},{"id":"https://openalex.org/C8854915","wikidata":"https://www.wikidata.org/wiki/Q4350200","display_name":"Information transfer","level":2,"score":0.49164873361587524},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43615761399269104},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4226319193840027},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.41281354427337646},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3607122600078583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2708173990249634},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.14903515577316284},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1307201385498047},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12987518310546875},{"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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/icassp.2019.8682485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8682485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1810.12152","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1810.12152","pdf_url":"https://arxiv.org/pdf/1810.12152","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.essex.ac.uk:25515","is_oa":true,"landing_page_url":"https://repository.essex.ac.uk/25515/1/1810.12152v1.pdf","pdf_url":"https://repository.essex.ac.uk/25515/1/1810.12152v1.pdf","source":{"id":"https://openalex.org/S4306401236","display_name":"Open Access at Essex (University of Essex)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110002522","host_organization_name":"University of Essex","host_organization_lineage":["https://openalex.org/I110002522"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"},{"id":"mag:2898199904","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1810.12152.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1810.12152","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1810.12152","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1810.12152","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1810.12152","pdf_url":"https://arxiv.org/pdf/1810.12152","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4472532370","display_name":null,"funder_award_id":"EP/P003885/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"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/W2898199904.pdf","grobid_xml":"https://content.openalex.org/works/W2898199904.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2072515227","https://openalex.org/W2147942702","https://openalex.org/W2336227589","https://openalex.org/W2593319849","https://openalex.org/W2614777839","https://openalex.org/W2666368276","https://openalex.org/W2734408173","https://openalex.org/W2776419561","https://openalex.org/W2791908596","https://openalex.org/W2962749998","https://openalex.org/W2962782499","https://openalex.org/W2962986521","https://openalex.org/W2963003103","https://openalex.org/W2963190722","https://openalex.org/W2963622214","https://openalex.org/W2964198392","https://openalex.org/W3113221786","https://openalex.org/W4251886422","https://openalex.org/W6746969521","https://openalex.org/W6999787859"],"related_works":["https://openalex.org/W3073332287","https://openalex.org/W2935921761","https://openalex.org/W2491894392","https://openalex.org/W2956833058","https://openalex.org/W2951395343","https://openalex.org/W2952776807","https://openalex.org/W2008695895","https://openalex.org/W2276823238","https://openalex.org/W2304750792","https://openalex.org/W2993731958","https://openalex.org/W3080327351","https://openalex.org/W2922456039","https://openalex.org/W2007928102","https://openalex.org/W3032941476","https://openalex.org/W2042738017","https://openalex.org/W3005526854","https://openalex.org/W2588370230","https://openalex.org/W2527340152","https://openalex.org/W3008032173","https://openalex.org/W3165662736"],"abstract_inverted_index":{"The":[0,61],"end-to-end":[1],"learning":[2],"of":[3,32,50,88],"Simultaneous":[4],"Wireless":[5],"Information":[6],"and":[7,35,52,97],"Power":[8],"Transfer":[9],"(SWIPT)":[10],"over":[11],"a":[12,18,29],"noisy":[13],"channel":[14],"is":[15,38,76,101],"studied.":[16],"Adopting":[17],"nonlinear":[19],"model":[20],"for":[21,47],"the":[22,27,33,36,57,69,80,89,95,98,105],"Energy":[23],"Harvester":[24],"(EH)":[25],"at":[26,56],"receiver,":[28],"joint":[30],"optimization":[31],"transmitter":[34],"receiver":[37,58,81],"implemented":[39],"using":[40],"Neural":[41],"Network":[42],"(NN)-based":[43],"autoencoders.":[44],"Modulation":[45],"constellations":[46,65],"different":[48],"levels":[49],"\"power\"":[51],"\"information":[53],"rate\"":[54],"demands":[55],"are":[59,66,92],"obtained.":[60],"numerically":[62],"optimized":[63],"signal":[64],"inline":[67],"with":[68],"previous":[70],"theoretical":[71],"results.":[72],"In":[73],"particular,":[74],"it":[75],"observed":[77],"that":[78],"as":[79],"power":[82],"demand":[83],"increases,":[84],"all":[85],"but":[86],"one":[87],"modulation":[90],"symbols":[91],"concentrated":[93],"around":[94],"origin":[96],"other":[99],"symbol":[100],"shot":[102],"away":[103],"from":[104],"origin.":[106]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}