{"id":"https://openalex.org/W4206801793","doi":"https://doi.org/10.1145/3511285.3511294","title":"Toward Polymorphic Internet of Things Receivers Through Real-Time Waveform-Level Deep Learning","display_name":"Toward Polymorphic Internet of Things Receivers Through Real-Time Waveform-Level Deep Learning","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4206801793","doi":"https://doi.org/10.1145/3511285.3511294"},"language":"en","primary_location":{"id":"doi:10.1145/3511285.3511294","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511285.3511294","pdf_url":null,"source":{"id":"https://openalex.org/S4210227886","display_name":"GetMobile Mobile Computing and Communications","issn_l":"2375-0529","issn":["2375-0529","2375-0537"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GetMobile: Mobile Computing and Communications","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/A5058335425","display_name":"Francesco Restuccia","orcid":"https://orcid.org/0000-0002-9498-2302"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francesco Restuccia","raw_affiliation_strings":["Wireless Internet of Things Northeastern University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Internet of Things Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054337759","display_name":"Tommaso Melodia","orcid":"https://orcid.org/0000-0002-2719-1789"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tommaso Melodia","raw_affiliation_strings":["Wireless Internet of Things Northeastern University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Internet of Things Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00927713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"3","first_page":"28","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.998199999332428,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7313723564147949},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6922603845596313},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.5813271999359131},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5354801416397095},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.5224284529685974},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4989967346191406},{"id":"https://openalex.org/keywords/software-defined-radio","display_name":"Software-defined radio","score":0.4708998501300812},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4614511728286743},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.461242139339447},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.422574907541275},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.374154269695282},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.33184105157852173},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30735519528388977},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23552197217941284},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.2355004847049713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7313723564147949},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6922603845596313},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.5813271999359131},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5354801416397095},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.5224284529685974},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4989967346191406},{"id":"https://openalex.org/C171115542","wikidata":"https://www.wikidata.org/wiki/Q1331892","display_name":"Software-defined radio","level":2,"score":0.4708998501300812},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4614511728286743},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.461242139339447},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.422574907541275},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.374154269695282},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33184105157852173},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30735519528388977},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23552197217941284},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.2355004847049713},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3511285.3511294","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511285.3511294","pdf_url":null,"source":{"id":"https://openalex.org/S4210227886","display_name":"GetMobile Mobile Computing and Communications","issn_l":"2375-0529","issn":["2375-0529","2375-0537"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GetMobile: Mobile Computing and Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1971130674","https://openalex.org/W1994070994","https://openalex.org/W2135842153","https://openalex.org/W2147576921","https://openalex.org/W2163785141","https://openalex.org/W2168078104","https://openalex.org/W2734408173","https://openalex.org/W2758429945","https://openalex.org/W2766059032","https://openalex.org/W2773170971","https://openalex.org/W2775383661","https://openalex.org/W2795975019","https://openalex.org/W2806665540","https://openalex.org/W2807731816","https://openalex.org/W2920051226","https://openalex.org/W3047486891","https://openalex.org/W3095012225","https://openalex.org/W3104429654","https://openalex.org/W4254522037"],"related_works":["https://openalex.org/W2146407637","https://openalex.org/W2372958790","https://openalex.org/W2971048123","https://openalex.org/W2355940714","https://openalex.org/W1987320896","https://openalex.org/W2385723927","https://openalex.org/W2014858890","https://openalex.org/W4294308994","https://openalex.org/W3021212543","https://openalex.org/W4206801793"],"abstract_inverted_index":{"Wireless":[0],"systems":[1,24,54],"such":[2],"as":[3],"the":[4,11,16,19,48,77,100,108,119,159,173],"Internet":[5],"of":[6,69,80,110,121,165],"Things":[7],"(IoT)":[8],"are":[9,55,179],"changing":[10],"way":[12],"we":[13,75],"interact":[14],"with":[15,134],"cyber":[17],"and":[18,27,40,45,64,137],"physical":[20],"world.":[21],"As":[22],"IoT":[23,43,52,85],"become":[25],"more":[26,28],"pervasive,":[29],"it":[30],"is":[31,107,126,144],"imperative":[32],"to":[33,66,88],"design":[34],"wireless":[35,53,70,142],"protocols":[36],"that":[37,117,158,176],"can":[38],"effectively":[39],"efficiently":[41],"support":[42],"devices":[44],"operations.":[46],"On":[47],"other":[49],"hand,":[50],"today's":[51],"based":[56,98],"on":[57,99,146],"inflexible":[58],"designs,":[59],"which":[60,125],"makes":[61],"them":[62],"inefficient":[63],"prone":[65],"a":[67,81,111,130,147,166],"variety":[68],"attacks.":[71],"In":[72],"this":[73],"paper,":[74],"introduce":[76],"new":[78],"notion":[79],"deep":[82,114],"learning-based":[83],"polymorphic":[84,141,177],"receiver,":[86],"able":[87],"reconfigure":[89],"its":[90],"waveform":[91,102,122],"demodulation":[92],"strategy":[93],"itself":[94],"in":[95],"real":[96],"time,":[97],"inferred":[101],"parameters.":[103],"Our":[104,140],"key":[105],"innovation":[106],"introduction":[109],"novel":[112],"embedded":[113],"learning":[115],"architecture":[116,133],"enables":[118],"solution":[120],"inference":[123],"problems,":[124],"then":[127],"integrated":[128],"into":[129],"generalized":[131],"hardware/software":[132],"radio":[135,150],"components":[136],"signal":[138],"processing.":[139],"receiver":[143],"prototyped":[145],"custom-made":[148],"software-defined":[149],"platform.":[151],"We":[152],"show":[153],"through":[154],"extensive":[155],"over-the-air":[156],"experiments":[157],"system":[160],"achieves":[161],"throughput":[162],"within":[163],"87%":[164],"perfect-knowledge":[167],"Oracle":[168],"system,":[169],"thus":[170],"demonstrating":[171],"for":[172],"first":[174],"time":[175],"receivers":[178],"feasible.":[180]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
