{"id":"https://openalex.org/W2864330291","doi":"https://doi.org/10.1109/iccw.2018.8403533","title":"Design and Simplification of Quantize-Forward Relaying in Massive MIMO HetNets","display_name":"Design and Simplification of Quantize-Forward Relaying in Massive MIMO HetNets","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2864330291","doi":"https://doi.org/10.1109/iccw.2018.8403533","mag":"2864330291"},"language":"en","primary_location":{"id":"doi:10.1109/iccw.2018.8403533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2018.8403533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5001344726","display_name":"Ahmad Abu Al Haija","orcid":"https://orcid.org/0000-0002-0258-5319"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmad Abu Al Haija","raw_affiliation_strings":["University of Toronto, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035819120","display_name":"Min Dong","orcid":"https://orcid.org/0000-0002-7223-8865"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Min Dong","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041434153","display_name":"Ben Liang","orcid":"https://orcid.org/0000-0002-1800-1322"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ben Liang","raw_affiliation_strings":["University of Toronto, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037720618","display_name":"Gary Boudreau","orcid":"https://orcid.org/0000-0003-3539-9624"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gary Boudreau","raw_affiliation_strings":["Ericsson Canada, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Canada, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044523111","display_name":"S. Hossein Seyedmehdi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"S. Hossein Seyedmehdi","raw_affiliation_strings":["Ericsson Canada, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Canada, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I4210094041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1689,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73592447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9997000098228455,"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/T12791","display_name":"Full-Duplex Wireless Communications","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7730291485786438},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6985253095626831},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6703219413757324},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.6522258520126343},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6394476294517517},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.5838140249252319},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5712329149246216},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5199143290519714},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.4890528619289398},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43369895219802856},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.339699923992157},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18015804886817932},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.16953986883163452},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.13410162925720215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7730291485786438},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6985253095626831},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6703219413757324},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.6522258520126343},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6394476294517517},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.5838140249252319},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5712329149246216},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5199143290519714},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.4890528619289398},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43369895219802856},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.339699923992157},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18015804886817932},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.16953986883163452},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.13410162925720215},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccw.2018.8403533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2018.8403533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W838780744","https://openalex.org/W1971443733","https://openalex.org/W1975891563","https://openalex.org/W1989008275","https://openalex.org/W2070552690","https://openalex.org/W2094354051","https://openalex.org/W2098567664","https://openalex.org/W2104621895","https://openalex.org/W2105380915","https://openalex.org/W2118623524","https://openalex.org/W2142901448","https://openalex.org/W2160030828","https://openalex.org/W2167717622","https://openalex.org/W2238937638","https://openalex.org/W2338770003","https://openalex.org/W2381074797","https://openalex.org/W2398409936","https://openalex.org/W2558073332","https://openalex.org/W3005538747","https://openalex.org/W4300840296"],"related_works":["https://openalex.org/W4365807906","https://openalex.org/W2157864637","https://openalex.org/W4223416141","https://openalex.org/W2105999282","https://openalex.org/W1922070205","https://openalex.org/W2136902318","https://openalex.org/W2962922943","https://openalex.org/W2038093983","https://openalex.org/W2921549278","https://openalex.org/W3046102531"],"abstract_inverted_index":{"To":[0,69],"investigate":[1],"how":[2,89],"massive":[3],"multiple-input":[4],"multipleoutput":[5],"(MIMO)":[6],"impacts":[7],"the":[8,49,56,63,71,76,80,93,104,117,133,139,148,152,164,170,174,179,188],"data":[9,85],"transmission":[10,21,115],"of":[11,24,128,147,163,178],"a":[12,29,35,99],"dense":[13],"heterogeneous":[14],"network":[15],"(HetNet),":[16],"we":[17,74],"study":[18],"its":[19,168],"uplink":[20],"that":[22,102,146],"consists":[23],"two":[25],"users":[26],"communicating":[27],"with":[28,39,51],"macro-cell":[30],"base":[31],"station":[32],"(MCBS)":[33],"through":[34,107],"small-cell":[36],"BS":[37],"(SCBS)":[38],"zero-forcing":[40],"(ZF)":[41],"detection":[42],"at":[43,55,62,79,116,132],"each":[44,129],"BS.":[45],"We":[46,96],"first":[47],"analyze":[48],"scheme":[50,101,106,150,172],"quantize-forward":[52],"(QF)":[53],"relaying":[54],"SCBS":[57,81,118],"and":[58,87,111,155],"joint":[59],"decoding":[60,127],"(JD)":[61],"MCBS":[64],"for":[65,82,187],"both":[66,83],"users'":[67,84],"messages.":[68],"maximize":[70],"rate":[72,176],"region,":[73],"derive":[75],"optimal":[77,140],"quantization":[78,141,165],"streams":[86],"show":[88],"they":[90],"depend":[91],"on":[92],"large-scale":[94],"fading.":[95],"further":[97],"propose":[98],"new":[100],"simplifies":[103],"QF-JD":[105,149],"Wyner-Ziv":[108],"(WZ)":[109],"binning":[110],"time":[112],"division":[113],"(TD)":[114],"to":[119,145],"allow":[120],"not":[121],"only":[122],"sequential":[123],"but":[124],"also":[125],"separate":[126],"user's":[130],"message":[131],"MCBS.":[134],"For":[135],"this":[136],"QF-WZTD":[137,171],"scheme,":[138,181],"parameters":[142],"are":[143,158],"identical":[144],"while":[151],"phase":[153],"durations":[154],"power":[156],"allocation":[157],"conveniently":[159],"optimized":[160],"as":[161],"functions":[162],"parameters.":[166],"Despite":[167],"simplicity,":[169],"achieves":[173],"same":[175],"region":[177],"QFJD":[180],"making":[182],"it":[183],"an":[184],"attractive":[185],"option":[186],"fifth-generation":[189],"HetNets.":[190]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}