{"id":"https://openalex.org/W3124812237","doi":"https://doi.org/10.1109/globecom42002.2020.9322069","title":"Distributionally Robust Chance-Constrained Optimization for Communication and Offloading in WBANs","display_name":"Distributionally Robust Chance-Constrained Optimization for Communication and Offloading in WBANs","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3124812237","doi":"https://doi.org/10.1109/globecom42002.2020.9322069","mag":"3124812237"},"language":"en","primary_location":{"id":"doi:10.1109/globecom42002.2020.9322069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9322069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","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/A5060434608","display_name":"Zhuang Ling","orcid":"https://orcid.org/0000-0002-8670-1398"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhuang Ling","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, Jilin, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015682839","display_name":"Fengye Hu","orcid":"https://orcid.org/0000-0002-5694-4057"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengye Hu","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, Jilin, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433521","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0002-2645-804X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050402661","display_name":"Feifei Gao","orcid":"https://orcid.org/0000-0001-8896-352X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Gao","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["University of Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston, Texas, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060434608"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":0.1028,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.46116472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.998199999332428,"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":0.7326517701148987},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6582973599433899},{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.6169919371604919},{"id":"https://openalex.org/keywords/cvar","display_name":"CVAR","score":0.5883838534355164},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5682742595672607},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.544953465461731},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5422367453575134},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.5300657153129578},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.49070799350738525},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4357207417488098},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3372894525527954},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.2728239595890045},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.23038062453269958},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16288354992866516},{"id":"https://openalex.org/keywords/expected-shortfall","display_name":"Expected shortfall","score":0.14694637060165405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1446610689163208},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11116945743560791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7326517701148987},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6582973599433899},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.6169919371604919},{"id":"https://openalex.org/C2779922397","wikidata":"https://www.wikidata.org/wiki/Q5014755","display_name":"CVAR","level":4,"score":0.5883838534355164},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5682742595672607},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.544953465461731},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5422367453575134},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.5300657153129578},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.49070799350738525},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4357207417488098},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3372894525527954},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.2728239595890045},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.23038062453269958},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16288354992866516},{"id":"https://openalex.org/C5496284","wikidata":"https://www.wikidata.org/wiki/Q5420856","display_name":"Expected shortfall","level":3,"score":0.14694637060165405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1446610689163208},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11116945743560791},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom42002.2020.9322069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9322069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G6360524358","display_name":null,"funder_award_id":"61671219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320351","display_name":"Commonwealth Scholarship Commission","ror":"https://ror.org/051x4wh35"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1997638491","https://openalex.org/W2042599231","https://openalex.org/W2092660864","https://openalex.org/W2210084516","https://openalex.org/W2560844389","https://openalex.org/W2566904036","https://openalex.org/W2587848607","https://openalex.org/W2605685899","https://openalex.org/W2614741889","https://openalex.org/W2619425624","https://openalex.org/W2776422970","https://openalex.org/W2810540154","https://openalex.org/W2890786591","https://openalex.org/W2896801762","https://openalex.org/W2921240648","https://openalex.org/W2945237903","https://openalex.org/W2945801578","https://openalex.org/W2962247285","https://openalex.org/W2963205726","https://openalex.org/W3005943402","https://openalex.org/W3009871193","https://openalex.org/W3105029455","https://openalex.org/W3167199889"],"related_works":["https://openalex.org/W4205456143","https://openalex.org/W2915576678","https://openalex.org/W3113896794","https://openalex.org/W2756132392","https://openalex.org/W4285101096","https://openalex.org/W4382725876","https://openalex.org/W2084892497","https://openalex.org/W2115614142","https://openalex.org/W4320477335","https://openalex.org/W1561889708"],"abstract_inverted_index":{"In":[0,108],"this":[1],"paper,":[2],"we":[3,75,118],"propose":[4],"a":[5],"distributionally":[6],"robust":[7],"chance-constrained":[8,115],"design":[9],"for":[10,47,60,152],"the":[11,43,61,69,79,86,89,93,96,112,123,146,153],"backscatter":[12],"communication-aided":[13],"computation":[14,37],"offloading":[15],"scheme":[16],"in":[17],"wireless":[18],"body":[19,35],"area":[20],"networks":[21],"(WBANs),":[22],"where":[23],"each":[24],"sensor":[25],"firstly":[26],"receives":[27],"radio":[28],"frequency":[29],"(RF)":[30],"energy":[31,101],"and":[32,54,95,104,127],"then":[33],"offloads":[34],"physiological":[36],"tasks":[38],"via":[39],"low-power":[40],"BackCom":[41],"to":[42,77,110,136,143],"access":[44],"point":[45],"(AP)":[46],"edge":[48],"computing.":[49],"Specifically,":[50],"only":[51],"rough":[52],"first":[53],"second-order":[55],"moment":[56],"statistics":[57],"are":[58,141],"obtained":[59],"estimation":[62],"errors":[63],"of":[64,72,88],"CSI.":[65],"Based":[66],"on":[67],"all":[68],"possible":[70],"distributions":[71],"CSI":[73],"errors,":[74],"aim":[76],"minimize":[78],"end-to-end":[80],"system":[81],"latency":[82],"by":[83,92,122],"jointly":[84],"optimizing":[85],"power":[87,97],"signal":[90],"transmitted":[91],"AP":[94],"reflection":[98],"coefficient":[99],"with":[100],"chance":[102,120],"restrictions":[103],"throughput":[105],"requirement":[106],"constraints.":[107],"order":[109],"solve":[111,137],"proposed":[113,147],"non-convex":[114],"optimization":[116],"problem,":[117],"approximate":[119],"constraints":[121],"conditional":[124],"value-at-risk":[125],"(CVaR),":[126],"apply":[128],"an":[129],"efficient":[130],"block":[131],"coordinate":[132],"descent":[133],"(BCD)":[134],"algorithm":[135],"it.":[138],"Simulation":[139],"results":[140],"provided":[142],"corroborate":[144],"that":[145],"method":[148],"outperforms":[149],"other":[150],"methods":[151],"non-Gaussian":[154],"mismatch.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-01T08:55:55.761014","created_date":"2025-10-10T00:00:00"}