{"id":"https://openalex.org/W4413320876","doi":"https://doi.org/10.1109/dyspan64764.2025.11115917","title":"Robust AI-Assisted Successive Interference Cancellation for Coexistence of RF Sensors and 5G Signals in Shared Spectrum","display_name":"Robust AI-Assisted Successive Interference Cancellation for Coexistence of RF Sensors and 5G Signals in Shared Spectrum","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4413320876","doi":"https://doi.org/10.1109/dyspan64764.2025.11115917"},"language":"en","primary_location":{"id":"doi:10.1109/dyspan64764.2025.11115917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dyspan64764.2025.11115917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)","raw_type":"proceedings-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/A5005141480","display_name":"Hossein Mohammadi","orcid":"https://orcid.org/0000-0003-2602-6017"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hossein Mohammadi","raw_affiliation_strings":["Mississippi State University,Electrical and Computer Engineering,Starkville,MS,USA"],"affiliations":[{"raw_affiliation_string":"Mississippi State University,Electrical and Computer Engineering,Starkville,MS,USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037244362","display_name":"Fahim Faisal","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fahad Faisal","raw_affiliation_strings":["Mississippi State University,Electrical and Computer Engineering,Starkville,MS,USA"],"affiliations":[{"raw_affiliation_string":"Mississippi State University,Electrical and Computer Engineering,Starkville,MS,USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089510906","display_name":"Vuk Marojevic","orcid":"https://orcid.org/0000-0002-1217-7052"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vuk Marojevic","raw_affiliation_strings":["Mississippi State University,Electrical and Computer Engineering,Starkville,MS,USA"],"affiliations":[{"raw_affiliation_string":"Mississippi State University,Electrical and Computer Engineering,Starkville,MS,USA","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005141480"],"corresponding_institution_ids":["https://openalex.org/I99041443"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25221111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9764999747276306,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9764999747276306,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9663000106811523,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.955299973487854,"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/interference","display_name":"Interference (communication)","score":0.6755518317222595},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.6171751022338867},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.5993829965591431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5319217443466187},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3930785357952118},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.33241453766822815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19365200400352478}],"concepts":[{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6755518317222595},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.6171751022338867},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.5993829965591431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5319217443466187},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3930785357952118},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.33241453766822815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19365200400352478},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dyspan64764.2025.11115917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dyspan64764.2025.11115917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4000000059604645,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2962951066","https://openalex.org/W2969519626","https://openalex.org/W2981838423","https://openalex.org/W2996613410","https://openalex.org/W3207330630","https://openalex.org/W4206542241","https://openalex.org/W4280592774","https://openalex.org/W4281569534","https://openalex.org/W4312756188","https://openalex.org/W4380679928","https://openalex.org/W4387802021","https://openalex.org/W4388709748","https://openalex.org/W4401693238"],"related_works":["https://openalex.org/W4210866488","https://openalex.org/W1529526802","https://openalex.org/W1938101553","https://openalex.org/W2105276653","https://openalex.org/W2546188908","https://openalex.org/W2470145061","https://openalex.org/W2803355823","https://openalex.org/W1764296696","https://openalex.org/W1723464215","https://openalex.org/W2098021949"],"abstract_inverted_index":{"The":[0,48,68,99,142],"coexistence":[1],"of":[2,45,94],"active":[3,66,95,114],"5G":[4,131],"communication":[5],"signals":[6,132],"and":[7,41,81,96,112,129,156,169,181],"passive":[8,46,97],"sensors":[9],"in":[10,104],"shared":[11],"spectrum":[12,175],"environments":[13],"presents":[14],"significant":[15],"challenges":[16],"due":[17],"to":[18,38,63],"radio":[19],"frequency":[20],"interference":[21,30,40,89,108],"(RFI).":[22],"This":[23,160],"paper":[24],"introduces":[25],"a":[26,52,73,167],"novel":[27],"two-stage":[28],"successive":[29],"cancellation":[31],"(SIC)":[32],"architecture":[33,101],"leveraging":[34],"artificial":[35],"intelligence":[36],"(AI)":[37],"mitigate":[39],"preserve":[42],"the":[43,59,119,163],"integrity":[44],"sensing.":[47],"first":[49],"stage":[50],"employs":[51],"deep":[53],"multilayer":[54],"perceptron":[55],"(D-MLP)":[56],"trained":[57,151],"with":[58,106],"Levenberg-Marquardt":[60],"(LM)":[61],"algorithm":[62],"reconstruct":[64],"dominant":[65],"signals.":[67,98],"second":[69],"stage,":[70],"powered":[71],"by":[72,165],"Bayesian":[74],"Regularization":[75],"(BR)-trained":[76],"D-MLP,":[77],"addresses":[78],"residual":[79],"non-linear":[80],"weak":[82],"interference.":[83],"Together,":[84],"these":[85],"stages":[86],"achieve":[87],"superior":[88],"cancellation,":[90],"ensuring":[91],"robust":[92,170],"separation":[93],"proposed":[100],"is":[102],"evaluated":[103],"scenarios":[105],"varying":[107],"complexities,":[109],"including":[110],"single":[111],"multiple":[113],"sources.":[115],"Results":[116],"demonstrate":[117],"that":[118],"AI-assisted":[120],"SIC":[121],"framework":[122],"significantly":[123],"outperforms":[124],"conventional":[125],"methods,":[126],"effectively":[127],"reconstructing":[128],"removing":[130],"even":[133],"under":[134],"challenging":[135],"conditions,":[136],"such":[137],"as":[138],"low":[139],"signal-to-noise":[140],"ratios.":[141],"system":[143],"also":[144],"showcases":[145],"adaptability,":[146],"maintaining":[147],"high":[148],"performance":[149],"when":[150],"on":[152,158],"one":[153],"gain":[154],"level":[155],"tested":[157],"another.":[159],"research":[161],"advances":[162],"field":[164],"providing":[166],"scalable":[168],"solution":[171],"for":[172,178],"enabling":[173],"reliable":[174],"coexistence,":[176],"particularly":[177],"Earth":[179],"observation":[180],"environmental":[182],"monitoring.":[183]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}