{"id":"https://openalex.org/W4409494633","doi":"https://doi.org/10.1109/tvt.2025.3561798","title":"Deep Learning-Based Near-Field Wideband Channel Estimation: A Joint LISTA-CP Approach","display_name":"Deep Learning-Based Near-Field Wideband Channel Estimation: A Joint LISTA-CP Approach","publication_year":2025,"publication_date":"2025-04-16","ids":{"openalex":"https://openalex.org/W4409494633","doi":"https://doi.org/10.1109/tvt.2025.3561798"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2025.3561798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3561798","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","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/A5058014650","display_name":"Jiapan Yang","orcid":"https://orcid.org/0009-0003-5617-6558"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapan Yang","raw_affiliation_strings":["State Key Laboratory of Advanced Rail Autonomous Operation, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-5617-6558","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Rail Autonomous Operation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620739","display_name":"Bo Ai","orcid":"https://orcid.org/0000-0001-6850-0595"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Ai","raw_affiliation_strings":["State Key Laboratory of Advanced Rail Autonomous Operation, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6850-0595","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Rail Autonomous Operation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344294","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0001-5090-9915"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["State Key Laboratory of Advanced Rail Autonomous Operation, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5090-9915","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Rail Autonomous Operation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026496540","display_name":"Songjie Yang","orcid":"https://orcid.org/0000-0003-3130-4747"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songjie Yang","raw_affiliation_strings":["National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-3130-4747","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025483301","display_name":"Guowei Shi","orcid":"https://orcid.org/0000-0002-2190-4880"},"institutions":[{"id":"https://openalex.org/I4210130112","display_name":"China Academy of Information and Communications Technology","ror":"https://ror.org/038dte259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130112","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guowei Shi","raw_affiliation_strings":["China Academy of Information and Communications Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Information and Communications Technology, Beijing, China","institution_ids":["https://openalex.org/I4210130112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387099","display_name":"Ning Wang","orcid":"https://orcid.org/0000-0001-9403-3417"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Wang","raw_affiliation_strings":["School of Information Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9403-3417","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060020877","display_name":"Chau Yuen","orcid":"https://orcid.org/0000-0002-9307-2120"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chau Yuen","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9307-2120","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5308,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81481584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"74","issue":"9","first_page":"14041","last_page":"14053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9979000091552734,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9979000091552734,"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/T11851","display_name":"Electromagnetic Compatibility and Measurements","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/T11946","display_name":"Antenna Design and Optimization","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/joint","display_name":"Joint (building)","score":0.5790930986404419},{"id":"https://openalex.org/keywords/wideband","display_name":"Wideband","score":0.5186080932617188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4860413670539856},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4401642084121704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41254380345344543},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3533157706260681},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.320701003074646},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3098992109298706},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3009471893310547},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16635707020759583},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.07602280378341675}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5790930986404419},{"id":"https://openalex.org/C2780202535","wikidata":"https://www.wikidata.org/wiki/Q4524457","display_name":"Wideband","level":2,"score":0.5186080932617188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4860413670539856},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4401642084121704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41254380345344543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3533157706260681},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.320701003074646},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3098992109298706},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3009471893310547},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16635707020759583},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.07602280378341675}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2025.3561798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3561798","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/218431","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/218431","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1463039399","display_name":null,"funder_award_id":"FCPNTU-RG-2024-025","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G2037651676","display_name":null,"funder_award_id":"W2421083","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4761912992","display_name":null,"funder_award_id":"M22L1b0110","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"},{"id":"https://openalex.org/G5331489779","display_name":null,"funder_award_id":"62221001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7052355602","display_name":null,"funder_award_id":"2022JBQY004","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8765633020","display_name":null,"funder_award_id":"U2468201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1938636034","https://openalex.org/W2339667469","https://openalex.org/W2614889182","https://openalex.org/W2899286525","https://openalex.org/W2910407148","https://openalex.org/W2946683228","https://openalex.org/W2964003927","https://openalex.org/W2997786076","https://openalex.org/W3091391704","https://openalex.org/W3196860475","https://openalex.org/W3208187232","https://openalex.org/W4200629766","https://openalex.org/W4210600965","https://openalex.org/W4226370247","https://openalex.org/W4297094903","https://openalex.org/W4317350141","https://openalex.org/W4320713354","https://openalex.org/W4353004291","https://openalex.org/W4360596735","https://openalex.org/W4360897390","https://openalex.org/W4381948590","https://openalex.org/W4387414991","https://openalex.org/W4387883714","https://openalex.org/W4389747827","https://openalex.org/W4390010908","https://openalex.org/W4390204381","https://openalex.org/W4390496060","https://openalex.org/W4392901637","https://openalex.org/W4393305224","https://openalex.org/W4394744873","https://openalex.org/W4394811136","https://openalex.org/W4394811150","https://openalex.org/W4399282468","https://openalex.org/W4399800455","https://openalex.org/W4400314804","https://openalex.org/W4400351801","https://openalex.org/W4401425292","https://openalex.org/W4401687402","https://openalex.org/W4403211728"],"related_works":["https://openalex.org/W3112081258","https://openalex.org/W1480343695","https://openalex.org/W2315892906","https://openalex.org/W4384026382","https://openalex.org/W98805669","https://openalex.org/W2392214114","https://openalex.org/W2792514479","https://openalex.org/W1978532702","https://openalex.org/W2379845345","https://openalex.org/W2373050023"],"abstract_inverted_index":{"Extremely":[0],"large-scale":[1],"multiple-input-multipleoutput":[2],"(XL-MIMO)":[3],"is":[4],"listed":[5],"as":[6,35],"one":[7],"of":[8,72,122,150,180],"the":[9,21,65,70,73,87,104,118,127,146,160,172,177,181],"key":[10],"6G":[11],"candidate":[12],"technologies":[13],"due":[14],"to":[15,18,62,84,144],"its":[16],"ability":[17],"exponentially":[19],"increase":[20],"communication":[22],"spectrum":[23],"efficiency.":[24],"However,":[25],"wideband":[26,75,106,183],"XLMIMO":[27],"channel":[28,91,107],"estimation":[29,108,178],"faces":[30],"a":[31,47,79,97,111,139],"new":[32],"challenge":[33],"known":[34],"near-field":[36,74,105,182],"beam":[37],"split":[38],"effect.":[39],"To":[40],"cope":[41],"with":[42,57],"this":[43],"challenge,":[44],"we":[45,77,102,125,156],"propose":[46],"deep":[48],"learning":[49],"based":[50],"joint":[51],"learned":[52],"iterative":[53],"shrinkage":[54,141],"thresholding":[55,142],"algorithm":[56],"partial":[58],"weight-coupling":[59],"(Joint":[60],"LISTA-CP)":[61],"accurately":[63],"recover":[64],"channel.":[66],"Specifically,":[67],"by":[68],"studying":[69],"characteristics":[71],"channel,":[76],"employ":[78],"frequency-dependent":[80],"polar":[81,89],"domain":[82,90],"dictionary":[83],"ensure":[85],"that":[86,131,159,171],"sparse":[88,99,148],"vectors":[92],"across":[93],"different":[94,123,151],"subcarriers":[95],"share":[96],"common":[98,119,147],"support.":[100],"Then,":[101],"transform":[103],"problem":[109],"into":[110],"multiple":[112,133],"measurement":[113],"vector":[114],"recovery":[115,166],"problem.":[116],"Utilizing":[117],"sparsity":[120],"structure":[121],"subcarriers,":[124],"design":[126],"Joint":[128,161,173],"LISTA-CP":[129,162,174],"network":[130,137,163],"integrates":[132],"subnetworks.":[134],"The":[135],"proposed":[136],"employs":[138],"multidimensional":[140],"operator":[143],"guarantee":[145],"property":[149],"subcarrier":[152],"channels.":[153,184],"In":[154],"addition,":[155],"rigorously":[157],"demonstrate":[158],"achieves":[164],"lower":[165],"error.":[167],"Simulation":[168],"results":[169],"show":[170],"method":[175],"enhances":[176],"accuracy":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
