{"id":"https://openalex.org/W2601864650","doi":"https://doi.org/10.1109/icassp.2017.7952955","title":"Quantisation effects in PDMM: A first study for synchronous distributed averaging","display_name":"Quantisation effects in PDMM: A first study for synchronous distributed averaging","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2601864650","doi":"https://doi.org/10.1109/icassp.2017.7952955","mag":"2601864650"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7952955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5091020488","display_name":"Daan H. M. Schellekens","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115819","display_name":"Gidropribor","ror":"https://ror.org/01ftfrf48","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210115819"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL","RU"],"is_corresponding":false,"raw_author_name":"Daan H. M. Schellekens","raw_affiliation_strings":["Circuits and Systems group, Delft University of Technology, Delft, The Netherlands","Pindrop, Atlanta, United States","Circuits and Systems Group, Delft University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Circuits and Systems group, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Pindrop, Atlanta, United States","institution_ids":["https://openalex.org/I4210115819"]},{"raw_affiliation_string":"Circuits and Systems Group, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033245122","display_name":"Thomas Sherson","orcid":"https://orcid.org/0000-0001-7934-8226"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thomas Sherson","raw_affiliation_strings":["Circuits and Systems group, Delft University of Technology, Delft, The Netherlands","Circuits and Systems Group, Delft University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Circuits and Systems group, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Circuits and Systems Group, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089150994","display_name":"Richard Heusdens","orcid":"https://orcid.org/0000-0001-5998-1550"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Richard Heusdens","raw_affiliation_strings":["Circuits and Systems group, Delft University of Technology, Delft, The Netherlands","Circuits and Systems Group, Delft University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Circuits and Systems group, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Circuits and Systems Group, Delft University of Technology, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6591,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.72198377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"40","issue":null,"first_page":"4237","last_page":"4241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9995999932289124,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9995999932289124,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9976999759674072,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/computer-science","display_name":"Computer science","score":0.5990190505981445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5990190505981445}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2017.7952955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W225125108","https://openalex.org/W1506806321","https://openalex.org/W1549332216","https://openalex.org/W1570112013","https://openalex.org/W1603765807","https://openalex.org/W1607198972","https://openalex.org/W1991891650","https://openalex.org/W2028201344","https://openalex.org/W2040176268","https://openalex.org/W2045079045","https://openalex.org/W2089887069","https://openalex.org/W2108970807","https://openalex.org/W2111857756","https://openalex.org/W2146519989","https://openalex.org/W2164278908","https://openalex.org/W2400343308","https://openalex.org/W2912391240","https://openalex.org/W3140968660","https://openalex.org/W4292363360","https://openalex.org/W6634152266"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Large-scale":[0],"networks":[1],"of":[2,10,35,58,69,138],"computing":[3],"units,":[4],"often":[5],"characterised":[6],"by":[7,48,85],"the":[8,55,59,67,77,89,99,136],"absence":[9],"central":[11],"control,":[12],"have":[13],"become":[14],"commonplace":[15],"in":[16,23,74,116],"many":[17],"applications.":[18],"To":[19],"facilitate":[20],"data":[21,101,128],"processing":[22,29,37],"these":[24],"large-scale":[25],"networks,":[26,50],"distributed":[27,36,79],"signal":[28],"is":[30,83,106],"required.":[31],"The":[32],"iterative":[33],"behaviour":[34],"algorithms":[38],"combined":[39],"with":[40,121],"energy,":[41],"computational":[42],"power,":[43],"and":[44],"bandwidth":[45],"limitations":[46],"imposed":[47],"such":[49,125],"place":[51],"tight":[52],"constraints":[53],"on":[54],"transmission":[56],"capacities":[57],"individual":[60],"nodes.":[61],"In":[62],"this":[63],"paper":[64],"we":[65],"investigate":[66],"effects":[68],"subtractive":[70],"dithered":[71],"uniform":[72],"quantisation":[73,96,115],"PDMM":[75,105,117],"for":[76,88,103,112],"synchronous":[78],"averaging":[80],"problem.":[81],"This":[82],"done":[84],"deriving":[86],"expressions":[87],"mean":[90],"squared":[91],"error":[92],"(MSE)":[93],"that":[94,111,126],"include":[95],"noise.":[97],"Also,":[98],"required":[100],"rate":[102,129,137],"quantised":[104],"considered.":[107],"It":[108],"was":[109],"found":[110],"practical":[113],"applications":[114],"can":[118,131],"be":[119,132],"applied":[120],"a":[122],"fixed-rate":[123],"quantiser,":[124],"significant":[127],"reduction":[130],"achieved,":[133],"without":[134],"compromising":[135],"convergence.":[139]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}