{"id":"https://openalex.org/W2340570167","doi":"https://doi.org/10.1109/tcomm.2016.2528980","title":"Residual-Quantization Based Code Design for Compressing Noisy Sources With Arbitrary Decoder Side Information","display_name":"Residual-Quantization Based Code Design for Compressing Noisy Sources With Arbitrary Decoder Side Information","publication_year":2016,"publication_date":"2016-02-11","ids":{"openalex":"https://openalex.org/W2340570167","doi":"https://doi.org/10.1109/tcomm.2016.2528980","mag":"2340570167"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2016.2528980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2016.2528980","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 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/A5084388243","display_name":"Yi-Peng Wei","orcid":"https://orcid.org/0000-0001-7061-7792"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi-Peng Wei","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114377379","display_name":"Shih\u2010Chun Lin","orcid":"https://orcid.org/0000-0001-6821-6893"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]},{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Chun Lin","raw_affiliation_strings":["Department of Electrical Engineering and Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024721182","display_name":"Song-Jheng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]},{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Song-Jheng Lin","raw_affiliation_strings":["Department of Electrical Engineering and Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018959296","display_name":"Hsuan-Jung Su","orcid":"https://orcid.org/0000-0002-4902-1393"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsuan-Jung Su","raw_affiliation_strings":["Department of Electrical Engineering and Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Department of Electrical Engineering, Princeton University, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3564,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63098337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"64","issue":"4","first_page":"1711","last_page":"1725"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9995999932289124,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9980000257492065,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/codebook","display_name":"Codebook","score":0.781836748123169},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.671730101108551},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6526309251785278},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6124228239059448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5567253232002258},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5563722848892212},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.53034907579422},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5152647495269775},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4942755699157715},{"id":"https://openalex.org/keywords/low-density-parity-check-code","display_name":"Low-density parity-check code","score":0.4584912359714508},{"id":"https://openalex.org/keywords/vector-quantization","display_name":"Vector quantization","score":0.4530763328075409},{"id":"https://openalex.org/keywords/variable-length-code","display_name":"Variable-length code","score":0.43621087074279785},{"id":"https://openalex.org/keywords/code-rate","display_name":"Code rate","score":0.4322904050350189},{"id":"https://openalex.org/keywords/distributed-source-coding","display_name":"Distributed source coding","score":0.4217481017112732},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3705545663833618},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31741368770599365},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09344050288200378}],"concepts":[{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.781836748123169},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.671730101108551},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6526309251785278},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6124228239059448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5567253232002258},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5563722848892212},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.53034907579422},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5152647495269775},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4942755699157715},{"id":"https://openalex.org/C67692717","wikidata":"https://www.wikidata.org/wiki/Q187444","display_name":"Low-density parity-check code","level":3,"score":0.4584912359714508},{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.4530763328075409},{"id":"https://openalex.org/C60603091","wikidata":"https://www.wikidata.org/wiki/Q2981616","display_name":"Variable-length code","level":3,"score":0.43621087074279785},{"id":"https://openalex.org/C206468330","wikidata":"https://www.wikidata.org/wiki/Q834373","display_name":"Code rate","level":3,"score":0.4322904050350189},{"id":"https://openalex.org/C200801453","wikidata":"https://www.wikidata.org/wiki/Q5283181","display_name":"Distributed source coding","level":4,"score":0.4217481017112732},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3705545663833618},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31741368770599365},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09344050288200378},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2016.2528980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2016.2528980","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2500399592","display_name":null,"funder_award_id":"NTU-ICRP-104R7501","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"},{"id":"https://openalex.org/G288960497","display_name":null,"funder_award_id":"MOST 104-2628-E-011-008-MY3","funder_id":"https://openalex.org/F4320320717","funder_display_name":"Department of Biotechnology, Ministry of Science and Technology, India"},{"id":"https://openalex.org/G5276657171","display_name":null,"funder_award_id":"MOST 103-2221-E-002-080","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"},{"id":"https://openalex.org/G6543268301","display_name":null,"funder_award_id":"CCF-1420575","funder_id":"https://openalex.org/F4320309090","funder_display_name":"Center for Hierarchical Manufacturing, National Science Foundation"},{"id":"https://openalex.org/G7372411414","display_name":null,"funder_award_id":"ECCS-1343210","funder_id":"https://openalex.org/F4320309090","funder_display_name":"Center for Hierarchical Manufacturing, National Science Foundation"},{"id":"https://openalex.org/G8207960166","display_name":null,"funder_award_id":"103-2911-I-002-001","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"},{"id":"https://openalex.org/G8227465634","display_name":null,"funder_award_id":"103-2918-I-002-001","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"}],"funders":[{"id":"https://openalex.org/F4320309090","display_name":"Center for Hierarchical Manufacturing, National Science Foundation","ror":"https://ror.org/043trmd87"},{"id":"https://openalex.org/F4320320717","display_name":"Department of Biotechnology, Ministry of Science and Technology, India","ror":"https://ror.org/03tjsyq23"},{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1512015702","https://openalex.org/W1518885151","https://openalex.org/W1634005169","https://openalex.org/W1702010395","https://openalex.org/W1771752226","https://openalex.org/W1969067504","https://openalex.org/W1970767514","https://openalex.org/W1978842364","https://openalex.org/W2079778722","https://openalex.org/W2095713061","https://openalex.org/W2111992817","https://openalex.org/W2113362900","https://openalex.org/W2117630793","https://openalex.org/W2118420528","https://openalex.org/W2119677726","https://openalex.org/W2135764410","https://openalex.org/W2137815964","https://openalex.org/W2143580991","https://openalex.org/W2144099979","https://openalex.org/W2148003359","https://openalex.org/W2150412388","https://openalex.org/W2154270057","https://openalex.org/W2155113587","https://openalex.org/W2158137498","https://openalex.org/W2158431173","https://openalex.org/W2160390925","https://openalex.org/W2160551021","https://openalex.org/W2162404506","https://openalex.org/W2168428256","https://openalex.org/W2171760107","https://openalex.org/W2478708596","https://openalex.org/W3101609953","https://openalex.org/W4254197176","https://openalex.org/W6637562678","https://openalex.org/W6637954964","https://openalex.org/W6677886596","https://openalex.org/W6996860043"],"related_works":["https://openalex.org/W2887343277","https://openalex.org/W2110738045","https://openalex.org/W1969806497","https://openalex.org/W2694787941","https://openalex.org/W2118903319","https://openalex.org/W2952517128","https://openalex.org/W1969067504","https://openalex.org/W4291183713","https://openalex.org/W1005349606","https://openalex.org/W2340570167"],"abstract_inverted_index":{"This":[0,65,181],"paper":[1],"considers":[2],"noisy":[3,11,34,57,80,87,129,135,220],"Wyner-Ziv":[4,221],"coding":[5,50,162,206],"(WZC),":[6],"in":[7,238],"which":[8],"a":[9,152,175,187,209],"remote":[10],"source":[12,88,159,205],"is":[13,26,59,89,101,137,145,148,155,183],"compressed":[14],"with":[15,193,243],"side":[16,24],"information":[17,25],"at":[18,178],"the":[19,41,53,63,69,79,86,93,98,102,105,111,115,119,121,128,133,164,179,219,232,239,244],"decoder":[20,23],"only.":[21],"The":[22,142],"not":[27],"limited":[28],"to":[29,61,74,118,150],"being":[30],"Gaussian,":[31],"thus":[32],"this":[33,83,169],"WZC":[35,130,136],"problem":[36,182],"cannot":[37],"be":[38,224],"transformed":[39],"into":[40],"conventional":[42],"one":[43],"tailored":[44],"for":[45,158,163,197,204,252],"noiseless":[46],"sources.":[47],"A":[48],"new":[49],"structure,":[51],"named":[52],"residual-quantization":[54],"(RQ)":[55],"based":[56],"WZC,":[58],"proposed":[60,233],"solve":[62],"problem.":[64],"scheme":[66],"explicitly":[67],"constructs":[68],"theoretical":[70],"auxiliary":[71],"random":[72],"variable":[73],"facilitate":[75],"optimal":[76],"reconstruction":[77],"of":[78,97,104,114],"source.":[81],"In":[82,230],"two-stage":[84],"encoder,":[85],"quantized":[90],"twice":[91],"and":[92,160,200],"quantization":[94,112,170,213],"error":[95],"(residue)":[96],"first":[99,165],"stage":[100,117,166],"input":[103],"second":[106,116],"stage.":[107],"By":[108],"sending":[109],"only":[110],"index":[113],"decoder,":[120],"corresponding":[122],"code":[123,171,177,192,240],"rate":[124],"can":[125,223],"theoretically":[126],"approach":[127],"bound.":[131],"Moreover,":[132],"RQ-based":[134],"implemented":[138],"using":[139,208],"graph-based":[140],"codes.":[141],"main":[143],"challenge":[144],"that":[146,154,218],"it":[147,249],"necessary":[149],"design":[151],"codebook":[153],"simultaneously":[156],"good":[157],"channel":[161,176,198],"quantization,":[167],"since":[168],"also":[172],"acts":[173],"as":[174,256],"decoder.":[180],"solved":[184],"by":[185,207,227],"constructing":[186],"low-density":[188],"parity":[189],"check":[190],"(LDPC)":[191],"edge":[194],"degrees":[195],"optimized":[196],"coding,":[199],"enhancing":[201],"its":[202],"performance":[203],"modified":[210],"reinforced":[211],"belief-propagation":[212],"algorithm.":[214],"Simulation":[215],"results":[216],"show":[217],"bounds":[222],"practically":[225],"approached":[226],"our":[228],"implementation.":[229],"addition,":[231],"implementation":[234],"offers":[235],"more":[236,250],"flexibility":[237],"rates":[241],"compared":[242],"existing":[245],"practical":[246],"designs,":[247],"making":[248],"suitable":[251],"emerging":[253],"applications":[254],"such":[255],"fronthaul":[257],"compression.":[258]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}