{"id":"https://openalex.org/W3108332911","doi":"https://doi.org/10.23919/cnsm50824.2020.9269122","title":"Reliability-Driven Deployment in Energy-Harvesting Sensor Networks","display_name":"Reliability-Driven Deployment in Energy-Harvesting Sensor Networks","publication_year":2020,"publication_date":"2020-11-02","ids":{"openalex":"https://openalex.org/W3108332911","doi":"https://doi.org/10.23919/cnsm50824.2020.9269122","mag":"3108332911"},"language":"en","primary_location":{"id":"doi:10.23919/cnsm50824.2020.9269122","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm50824.2020.9269122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 16th International Conference on Network and Service Management (CNSM)","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/A5024845005","display_name":"Xiaofan Yu","orcid":"https://orcid.org/0000-0002-9638-6184"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaofan Yu","raw_affiliation_strings":["University of California San Diego, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079340950","display_name":"Xueyang Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156213","display_name":"American Rock Mechanics Association","ror":"https://ror.org/05vfrxy92","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156213"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xueyang Song","raw_affiliation_strings":["Arm Research, San Jose, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arm Research, San Jose, USA","institution_ids":["https://openalex.org/I4210156213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016669578","display_name":"Ludmila Cherkasova","orcid":"https://orcid.org/0000-0002-9333-4901"},"institutions":[{"id":"https://openalex.org/I4210156213","display_name":"American Rock Mechanics Association","ror":"https://ror.org/05vfrxy92","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156213"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ludmila Cherkasova","raw_affiliation_strings":["Arm Research, San Jose, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arm Research, San Jose, USA","institution_ids":["https://openalex.org/I4210156213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025573294","display_name":"Tajana Rosing","orcid":"https://orcid.org/0000-0002-6954-997X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tajana Simunic Rosing","raw_affiliation_strings":["University of California San Diego, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9983000159263611,"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.770567774772644},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.685208797454834},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.654749870300293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6081039309501648},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5818299055099487},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.49631839990615845},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.43880563974380493},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2304086685180664},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19504547119140625},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09930077195167542},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.07632443308830261}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.770567774772644},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.685208797454834},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.654749870300293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6081039309501648},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5818299055099487},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.49631839990615845},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.43880563974380493},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2304086685180664},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19504547119140625},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09930077195167542},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.07632443308830261},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/cnsm50824.2020.9269122","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm50824.2020.9269122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 16th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1919521996","https://openalex.org/W1982926368","https://openalex.org/W1982949309","https://openalex.org/W1991781995","https://openalex.org/W2011501918","https://openalex.org/W2056630526","https://openalex.org/W2077937117","https://openalex.org/W2081628917","https://openalex.org/W2128773197","https://openalex.org/W2150440358","https://openalex.org/W2157054705","https://openalex.org/W2278898588","https://openalex.org/W2417460170","https://openalex.org/W2509355099","https://openalex.org/W2523386380","https://openalex.org/W2554703520","https://openalex.org/W2558883721","https://openalex.org/W2590344191","https://openalex.org/W2621900912","https://openalex.org/W2760714735","https://openalex.org/W2768653190","https://openalex.org/W2801711508","https://openalex.org/W2807488787","https://openalex.org/W2907902448","https://openalex.org/W2908240495","https://openalex.org/W2964535757","https://openalex.org/W2968901760","https://openalex.org/W2982466092","https://openalex.org/W3002555613","https://openalex.org/W3027865947","https://openalex.org/W3090282921","https://openalex.org/W4230608487","https://openalex.org/W6640002286"],"related_works":["https://openalex.org/W2033512842","https://openalex.org/W4322734194","https://openalex.org/W3005535424","https://openalex.org/W4233600955","https://openalex.org/W2913665393","https://openalex.org/W2369695847","https://openalex.org/W2994319598","https://openalex.org/W2047067935","https://openalex.org/W1607054433","https://openalex.org/W2110842462"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2],"witnessed":[3],"a":[4,61,74,97,135,164,184,230],"significant":[5],"expansion":[6],"in":[7,12],"Internet-of-Things":[8],"(IoT)":[9],"applications,":[10],"especially":[11],"environmental":[13],"monitoring,":[14],"which":[15],"aims":[16],"at":[17],"providing":[18],"full":[19,109],"coverage":[20],"over":[21],"potential":[22],"targets.":[23],"With":[24],"energy":[25,35],"harvesting":[26],"ability,":[27],"sensor":[28,99],"devices":[29],"can":[30],"be":[31],"replenished":[32],"by":[33],"external":[34,123],"sources,":[36],"and":[37,81,118,151,235],"thus":[38],"their":[39],"lifetime":[40],"is":[41,54,149],"prolonged.":[42],"While":[43],"existing":[44],"literature":[45],"focuses":[46],"on":[47,78,183],"minimizing":[48],"deployment":[49,100],"costs,":[50],"the":[51,79,84,93,157,173,188,208],"reliability":[52,85,120,132,200,227],"management":[53],"overlooked.":[55],"Previous":[56],"research":[57],"has":[58],"addressed":[59],"that":[60,196],"higher":[62],"temperature":[63,124],"exponentially":[64],"accelerates":[65],"hardware":[66,80],"failure":[67],"rates.":[68],"The":[69],"versatile":[70],"outdoor":[71],"environments":[72],"impose":[73],"non-negligible":[75],"thermal":[76],"stress":[77],"consequently":[82],"reduce":[83],"of":[86,160,226,233],"devices.":[87],"In":[88],"this":[89],"paper,":[90],"we":[91,126,162],"are":[92,181],"first":[94],"to":[95,102,130,134,156,171,218],"propose":[96,127,163],"reliability-driven":[98],"approach":[101],"achieve":[103],"minimum":[104],"nodes,":[105],"while":[106,211],"satisfying":[107],"(i)":[108],"target":[110],"coverage,":[111],"(ii)":[112],"complete":[113],"connectivity,":[114],"(iii)":[115],"energy-neutral":[116],"operation,":[117],"(iv)":[119],"constraints.":[121],"Given":[122],"distribution,":[125],"an":[128],"algorithm":[129],"convert":[131],"constraints":[133,201],"single-value":[136],"power":[137],"threshold":[138],"for":[139,176],"each":[140],"location.":[141],"A":[142],"Mixed":[143],"Integer":[144],"Linear":[145],"Programming":[146],"(MILP)":[147],"model":[148],"formulated":[150],"solved":[152],"with":[153,202,229],"CPLEX.":[154],"Due":[155],"complex":[158],"nature":[159],"MILP,":[161],"heuristic,":[165],"named":[166],"Reliability-driven":[167],"TwoStage":[168],"Heuristic":[169],"(R-TSH),":[170],"approximate":[172],"optimal":[174,209],"solution":[175],"large-scale":[177],"problems.":[178],"Extensive":[179],"simulations":[180],"performed":[182],"real-world":[185],"dataset":[186],"from":[187],"National":[189],"Solar":[190],"Radiation":[191],"Database.":[192],"Our":[193],"results":[194],"indicate":[195],"R-TSH":[197,221],"meets":[198],"all":[199],"only":[203],"20%":[204],"more":[205,213],"sensors":[206],"than":[207,214],"solution,":[210],"executing":[212],"1500x":[215],"faster.":[216],"Compared":[217],"state-of-the-art":[219],"heuristics,":[220],"avoids":[222],"20":[223],"-":[224],"80%":[225],"violations":[228],"comparable":[231],"number":[232],"nodes":[234],"execution":[236],"time.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}