{"id":"https://openalex.org/W4408235809","doi":"https://doi.org/10.1109/tsp.2025.3549222","title":"Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints","display_name":"Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408235809","doi":"https://doi.org/10.1109/tsp.2025.3549222"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2025.3549222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2025.3549222","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","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":null,"display_name":"Meiyi Zhu","orcid":"https://orcid.org/0000-0001-9695-6880"},"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":true,"raw_author_name":"Meiyi Zhu","raw_affiliation_strings":["Beijing Key Laboratory of Network System Architecture and Convergence, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9695-6880","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network System Architecture and Convergence, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076020595","display_name":"Matteo Zecchin","orcid":"https://orcid.org/0000-0003-3458-2881"},"institutions":[{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matteo Zecchin","raw_affiliation_strings":["King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab within the Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0003-3458-2881","affiliations":[{"raw_affiliation_string":"King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]},{"raw_affiliation_string":"King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab within the Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118899957","display_name":"Sangwoo Park","orcid":"https://orcid.org/0000-0003-4091-7860"},"institutions":[{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sangwoo Park","raw_affiliation_strings":["King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab within the Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0003-4091-7860","affiliations":[{"raw_affiliation_string":"King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]},{"raw_affiliation_string":"King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab within the Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058648594","display_name":"Caili Guo","orcid":"https://orcid.org/0000-0001-8892-4520"},"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":"Caili Guo","raw_affiliation_strings":["Beijing Key Laboratory of Network System Architecture and Convergence, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8892-4520","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network System Architecture and Convergence, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050046664","display_name":"Chunyan Feng","orcid":"https://orcid.org/0000-0002-4277-6857"},"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":"Chunyan Feng","raw_affiliation_strings":["Beijing Key Laboratory of Network System Architecture and Convergence, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4277-6857","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network System Architecture and Convergence, School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071289803","display_name":"Petar Popovski","orcid":"https://orcid.org/0000-0001-6195-4797"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Petar Popovski","raw_affiliation_strings":["Connectivity Section, Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-6195-4797","affiliations":[{"raw_affiliation_string":"Connectivity Section, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017736224","display_name":"Osvaldo Simeone","orcid":"https://orcid.org/0000-0001-9898-3209"},"institutions":[{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Osvaldo Simeone","raw_affiliation_strings":["King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab within the Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0001-9898-3209","affiliations":[{"raw_affiliation_string":"King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]},{"raw_affiliation_string":"King&#x2019;s Communications, Learning &#x0026; Information Processing (KCLIP) lab within the Centre for Intelligent Information Processing Systems (CIIPS), Department of Engineering, King&#x2019;s College London, London, U.K","institution_ids":["https://openalex.org/I4210119896"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":5.4066,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95118191,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1485","last_page":"1500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9922999739646912,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9860000014305115,"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"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.932699978351593,"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/inference","display_name":"Inference","score":0.7229467034339905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6338074207305908},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6219439506530762},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6097429394721985},{"id":"https://openalex.org/keywords/conformal-map","display_name":"Conformal map","score":0.5269967913627625},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27125659584999084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2575097382068634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24257829785346985}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7229467034339905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6338074207305908},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6219439506530762},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6097429394721985},{"id":"https://openalex.org/C98214594","wikidata":"https://www.wikidata.org/wiki/Q850275","display_name":"Conformal map","level":2,"score":0.5269967913627625},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27125659584999084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2575097382068634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24257829785346985},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsp.2025.3549222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2025.3549222","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/bb61404d-4a28-4617-8cc5-af0ccdbe2d85","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/bb61404d-4a28-4617-8cc5-af0ccdbe2d85","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhu, M, Zecchin, M, Park, S, Guo, C, Feng, C, Popovski, P & Simeone, O 2025, 'Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints', IEEE Transactions on Signal Processing, vol. 73, pp. 1485-1500. https://doi.org/10.1109/TSP.2025.3549222","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6922287014","display_name":null,"funder_award_id":"EP/W024101/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1570963478","https://openalex.org/W1644641054","https://openalex.org/W1903029394","https://openalex.org/W2011095115","https://openalex.org/W2031489346","https://openalex.org/W2110998393","https://openalex.org/W2125969840","https://openalex.org/W2139716865","https://openalex.org/W2158449659","https://openalex.org/W2194775991","https://openalex.org/W2735189551","https://openalex.org/W2783430431","https://openalex.org/W2810687149","https://openalex.org/W2956215678","https://openalex.org/W2973047729","https://openalex.org/W2991627768","https://openalex.org/W3042912245","https://openalex.org/W3119142471","https://openalex.org/W3126856044","https://openalex.org/W3128655704","https://openalex.org/W3152558384","https://openalex.org/W3166435362","https://openalex.org/W3173743304","https://openalex.org/W3193611316","https://openalex.org/W4214536434","https://openalex.org/W4292022450","https://openalex.org/W4312500615","https://openalex.org/W4385819649","https://openalex.org/W4391305741","https://openalex.org/W4392903855","https://openalex.org/W4400276856","https://openalex.org/W4401692489","https://openalex.org/W6772299385","https://openalex.org/W6797767573","https://openalex.org/W6839037197","https://openalex.org/W6841544183","https://openalex.org/W6845781810","https://openalex.org/W6850009302","https://openalex.org/W6850052120","https://openalex.org/W6854948319","https://openalex.org/W6861003431","https://openalex.org/W6861386940","https://openalex.org/W6863013763","https://openalex.org/W6877276981","https://openalex.org/W7066290111"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2747077871","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"communication-constrained":[3],"distributed":[4,150],"conformal":[5,77],"risk":[6,78],"control":[7,79,85],"(CD-CRC)":[8],"framework,":[9],"a":[10,44,82,120,140],"novel":[11],"decision-making":[12],"framework":[13],"for":[14,143],"sensor":[15,151],"networks":[16],"under":[17],"communication":[18,53,104,135],"constraints.":[19],"Targeting":[20],"multi-label":[21],"classification":[22],"problems,":[23],"such":[24],"as":[25,81,119],"segmentation,":[26],"CD-CRC":[27,56,90],"dynamically":[28],"adjusts":[29],"local":[30,86],"and":[31,74,87,103,147],"global":[32,88],"thresholds":[33],"used":[34],"to":[35,52,63,84,93],"identify":[36],"significant":[37],"labels":[38],"with":[39],"the":[40,65,69,107,123,129,145],"goal":[41],"of":[42,68,71,101,112,122,131,149],"ensuring":[43],"target":[45],"false":[46,113],"negative":[47],"rate":[48,115],"(FNR),":[49],"while":[50,106],"adhering":[51],"capacity":[54],"limits.":[55],"builds":[57],"on":[58,75],"online":[59,76],"exponentiated":[60],"gradient":[61],"descent":[62],"estimate":[64],"relative":[66],"quality":[67],"observations":[70],"different":[72],"sensors,":[73],"(CRC)":[80],"mechanism":[83],"thresholds.":[89],"is":[91,117],"proved":[92],"offer":[94],"deterministic":[95],"worst-case":[96],"performance":[97,109,146],"guarantees":[98],"in":[99,110,134],"terms":[100,111],"FNR":[102],"overhead,":[105],"regret":[108],"positive":[114],"(FPR)":[116],"characterized":[118],"function":[121],"key":[124],"hyperparameters.":[125],"Simulation":[126],"results":[127],"highlight":[128],"effectiveness":[130],"CD-CRC,":[132],"particularly":[133],"resource-constrained":[136],"environments,":[137],"making":[138],"it":[139],"valuable":[141],"tool":[142],"enhancing":[144],"reliability":[148],"networks.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
