{"id":"https://openalex.org/W4409262231","doi":"https://doi.org/10.1109/icct62411.2024.10946462","title":"Deep Reinforcement Learning-Driven Analog Self-Interference Cancellation for LEO Navigation Augmentation Systems","display_name":"Deep Reinforcement Learning-Driven Analog Self-Interference Cancellation for LEO Navigation Augmentation Systems","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4409262231","doi":"https://doi.org/10.1109/icct62411.2024.10946462"},"language":"en","primary_location":{"id":"doi:10.1109/icct62411.2024.10946462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","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/A5080310406","display_name":"Fan L\u00fc","orcid":"https://orcid.org/0000-0002-4932-3850"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fan Lu","raw_affiliation_strings":["Beijing Institute of Spacecraft System Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Spacecraft System Engineering,Beijing,China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032511998","display_name":"Zhanchun Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanchun Fan","raw_affiliation_strings":["Beijing Institute of Spacecraft System Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Spacecraft System Engineering,Beijing,China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731479","display_name":"Cong Hu","orcid":"https://orcid.org/0000-0002-5309-5985"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Hu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074711543","display_name":"Chao Ma","orcid":"https://orcid.org/0000-0002-3325-7318"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Ma","raw_affiliation_strings":["Beijing Institute of Spacecraft System Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Spacecraft System Engineering,Beijing,China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100579330","display_name":"Yuanxiang Chen","orcid":"https://orcid.org/0009-0004-1669-1528"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanxiang Chen","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054376242","display_name":"Hua Jiang","orcid":"https://orcid.org/0000-0002-4840-1415"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Jiang","raw_affiliation_strings":["Beijing Institute of Spacecraft System Engineering,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Spacecraft System Engineering,Beijing,China","institution_ids":["https://openalex.org/I194716290"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080310406"],"corresponding_institution_ids":["https://openalex.org/I194716290"],"apc_list":null,"apc_paid":null,"fwci":0.7561,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82362554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1787","last_page":"1791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9882000088691711,"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"}},"topics":[{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9882000088691711,"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"}},{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.9810000061988831,"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"}},{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9686999917030334,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7241652011871338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6719983816146851},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6252870559692383},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.562659502029419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3477899432182312},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20851194858551025}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7241652011871338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6719983816146851},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6252870559692383},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.562659502029419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3477899432182312},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20851194858551025},{"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/icct62411.2024.10946462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326444","display_name":"Nova","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1977260461","https://openalex.org/W2316707692","https://openalex.org/W2567387420","https://openalex.org/W2575442075","https://openalex.org/W2800080047","https://openalex.org/W2913285031","https://openalex.org/W2964216532","https://openalex.org/W2971735420","https://openalex.org/W3046614392","https://openalex.org/W3046918861","https://openalex.org/W3089251508","https://openalex.org/W3194225147","https://openalex.org/W4312051219","https://openalex.org/W4312692736","https://openalex.org/W4390863262","https://openalex.org/W4391582703"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4210866488","https://openalex.org/W1529526802","https://openalex.org/W1938101553","https://openalex.org/W2390279801","https://openalex.org/W1764296696","https://openalex.org/W1723464215","https://openalex.org/W2098021949"],"abstract_inverted_index":{"Low":[0],"earth":[1],"orbit":[2],"(LEO)":[3],"navigation":[4,21,25],"augmentation":[5,26],"systems":[6],"have":[7],"garnered":[8],"significant":[9],"attention":[10],"in":[11],"recent":[12],"years":[13],"due":[14],"to":[15,18,64,104,126],"their":[16],"ability":[17],"revolutionize":[19],"global":[20],"services.":[22],"In":[23],"LEO":[24],"systems,":[27],"the":[28,107,112,119,124,127,132],"satellite":[29],"constellations":[30],"offer":[31],"advantages":[32],"such":[33],"as":[34],"lower":[35],"latency,":[36],"wider":[37],"coverage,":[38],"and":[39,96,109],"reduced":[40],"costs.":[41],"However,":[42],"they":[43],"are":[44],"significantly":[45],"hindered":[46],"by":[47],"self-interference":[48,54],"(SI).":[49],"Traditional":[50],"methods":[51],"for":[52],"analog":[53,77],"cancellation":[55],"(SIC)":[56],"typically":[57],"require":[58],"a":[59,75,91,97],"large":[60],"number":[61],"of":[62,111],"taps":[63],"capture":[65],"channel":[66],"characteristics.":[67],"To":[68],"solve":[69],"SI":[70,113,125],"problems":[71],"within":[72],"limited":[73],"resources,":[74],"novel":[76],"SIC":[78],"scheme":[79,89,121],"is":[80],"proposed":[81,120],"based":[82],"on":[83],"deep":[84,92,98],"reinforcement":[85],"learning":[86],"(DRL).":[87],"This":[88],"employs":[90],"Q":[93],"network":[94],"(DQN)":[95],"deterministic":[99],"policy":[100],"gradient":[101],"(DDPG)":[102],"unit":[103],"precisely":[105],"estimate":[106],"delay":[108],"attenuation":[110],"channel.":[114],"Simulation":[115],"results":[116],"demonstrate":[117],"that":[118],"can":[122],"reduce":[123],"noise":[128],"level":[129],"while":[130],"maintaining":[131],"comparable":[133],"performance.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
