{"id":"https://openalex.org/W4400231065","doi":"https://doi.org/10.1109/iscas58744.2024.10558320","title":"Live Demonstration: Using ANNs to Predict the Evolution of Spectrum Occupancy","display_name":"Live Demonstration: Using ANNs to Predict the Evolution of Spectrum Occupancy","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4400231065","doi":"https://doi.org/10.1109/iscas58744.2024.10558320"},"language":"en","primary_location":{"id":"doi:10.1109/iscas58744.2024.10558320","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscas58744.2024.10558320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5043895547","display_name":"G. Li\u00f1\u00e1n","orcid":"https://orcid.org/0000-0003-1839-555X"},"institutions":[{"id":"https://openalex.org/I4210104545","display_name":"Instituto de Microelectr\u00f3nica de Sevilla","ror":"https://ror.org/01mqtzm43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210104545","https://openalex.org/I4210147934","https://openalex.org/I79238269"]},{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Gustavo Li\u00f1\u00e1n-Cembrano","raw_affiliation_strings":["IMSE-CNM (CSIC/Universidad de Sevilla),Instituto de Microelectr&#x00F3;nica de Sevilla,Sevilla,Spain,41092"],"affiliations":[{"raw_affiliation_string":"IMSE-CNM (CSIC/Universidad de Sevilla),Instituto de Microelectr&#x00F3;nica de Sevilla,Sevilla,Spain,41092","institution_ids":["https://openalex.org/I4210104545","https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032318695","display_name":"Jos\u00e9 M. de la Rosa Arranz","orcid":"https://orcid.org/0000-0003-2857-2345"},"institutions":[{"id":"https://openalex.org/I4210104545","display_name":"Instituto de Microelectr\u00f3nica de Sevilla","ror":"https://ror.org/01mqtzm43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210104545","https://openalex.org/I4210147934","https://openalex.org/I79238269"]},{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. De La Rosa","raw_affiliation_strings":["IMSE-CNM (CSIC/Universidad de Sevilla),Instituto de Microelectr&#x00F3;nica de Sevilla,Sevilla,Spain,41092"],"affiliations":[{"raw_affiliation_string":"IMSE-CNM (CSIC/Universidad de Sevilla),Instituto de Microelectr&#x00F3;nica de Sevilla,Sevilla,Spain,41092","institution_ids":["https://openalex.org/I4210104545","https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043895547"],"corresponding_institution_ids":["https://openalex.org/I4210104545","https://openalex.org/I79238269"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09638454,"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":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.4293999969959259,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.4293999969959259,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.8232516646385193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5768190026283264},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15585178136825562}],"concepts":[{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.8232516646385193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5768190026283264},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15585178136825562},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas58744.2024.10558320","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscas58744.2024.10558320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W3118233543","https://openalex.org/W4311214692","https://openalex.org/W4386142969"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4282043467","https://openalex.org/W2105697914","https://openalex.org/W3093197249","https://openalex.org/W1968324288","https://openalex.org/W1540010871","https://openalex.org/W3023979140","https://openalex.org/W2904068067","https://openalex.org/W1565491139"],"abstract_inverted_index":{"This":[0,116],"demo":[1],"shows":[2],"how":[3],"to":[4,10,92,126],"use":[5],"Artificial":[6],"Neural":[7,45],"Networks":[8,46],"(ANNs)":[9],"identify":[11],"and":[12,31,53,61,86,114,123],"predict":[13],"the":[14,23,70,94,101],"evolution":[15],"of":[16,22,40,56,69,96,104,132],"vacant":[17],"portions":[18,131],"or":[19],"frequency":[20,71,102,134],"holes":[21],"radio":[24],"spectrum":[25],"with":[26,63,88],"application":[27,144],"in":[28,77,120,128,145],"Software-Defined-Radio":[29],"(SDR)":[30],"Cognitive-Radio":[32],"(CR)":[33],"systems.":[34],"To":[35],"this":[36,133],"purpose,":[37],"different":[38],"kinds":[39],"ANNs":[41,74],"\u2013":[42,58],"including":[43],"Convolutional":[44],"(CNNs),":[47],"Long":[48],"Short-Term":[49],"Memory":[50],"(LSTM)":[51],"networks":[52],"hybrid":[54],"combinations":[55],"them":[57],"are":[59,75],"trained":[60],"tested":[62],"experimental":[64],"datasets":[65],"taken":[66],"from":[67],"measurements":[68],"spectrum.":[72],"Trained":[73],"embedded":[76],"an":[78],"IoT":[79],"device":[80],"based":[81],"on":[82],"a":[83,89],"Rasperry":[84],"Pi":[85],"connected":[87],"SDR":[90],"board":[91],"detect":[93,127],"activity":[95],"Radio-Frequency":[97],"(RF)":[98],"signals":[99],"around":[100],"band":[103,135],"2.4GHz,":[105],"shared":[106],"by":[107],"several":[108],"wireless":[109],"standards":[110],"such":[111],"as":[112],"Bluetooth":[113],"WiFi.":[115],"hardware":[117],"demonstrator":[118],"operates":[119],"real":[121],"time":[122],"is":[124],"able":[125],"advance":[129],"which":[130],"will":[136],"be":[137],"less":[138],"occupied,":[139],"thus":[140],"showing":[141],"their":[142],"potential":[143],"SDR/CR":[146],"terminals":[147],"<sup":[148],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[149],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>.ISCAS":[150],"Track:":[151],"Analog":[152],"Signal":[153],"Processing.":[154]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}