{"id":"https://openalex.org/W1979533405","doi":"https://doi.org/10.1109/tnet.2012.2218123","title":"Basic Performance Limits and Tradeoffs in Energy-Harvesting Sensor Nodes With Finite Data and Energy Storage","display_name":"Basic Performance Limits and Tradeoffs in Energy-Harvesting Sensor Nodes With Finite Data and Energy Storage","publication_year":2012,"publication_date":"2012-10-19","ids":{"openalex":"https://openalex.org/W1979533405","doi":"https://doi.org/10.1109/tnet.2012.2218123","mag":"1979533405"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2012.2218123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2012.2218123","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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/ACM Transactions on Networking","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/A5107995874","display_name":"Rahul Srivastava","orcid":"https://orcid.org/0000-0001-5667-6219"},"institutions":[{"id":"https://openalex.org/I4210127325","display_name":"Broadcom (United States)","ror":"https://ror.org/035gt5s03","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127325"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rahul Srivastava","raw_affiliation_strings":["Broadcom Corporation, Wireless Connectivity Group, Sunnyvale, CA, USA","Wireless Connectivity Group, Broadcom Corp., Sunnyvale, CA, USA"],"affiliations":[{"raw_affiliation_string":"Broadcom Corporation, Wireless Connectivity Group, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I4210127325"]},{"raw_affiliation_string":"Wireless Connectivity Group, Broadcom Corp., Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I4210127325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030047891","display_name":"C. Emre Koksal","orcid":"https://orcid.org/0000-0001-8463-4446"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Can Emre Koksal","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The Ohio State University, Columbus, OH, USA","[Dept. of Electrical and Computer, Engineering, The Ohio State University, Columbus, OH]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"[Dept. of Electrical and Computer, Engineering, The Ohio State University, Columbus, OH]","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5107995874"],"corresponding_institution_ids":["https://openalex.org/I4210127325"],"apc_list":null,"apc_paid":null,"fwci":6.9902,"has_fulltext":false,"cited_by_count":109,"citation_normalized_percentile":{"value":0.97232567,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"21","issue":"4","first_page":"1049","last_page":"1062"},"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":0.9998000264167786,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8167864084243774},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6656515002250671},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.6170644760131836},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6047276854515076},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6009224653244019},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5597227811813354},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.532326340675354},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.4905392527580261},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4660072922706604},{"id":"https://openalex.org/keywords/available-energy","display_name":"Available energy","score":0.41017982363700867},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39554089307785034},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3761346936225891},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37152087688446045},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16261041164398193},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08727139234542847},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.06297668814659119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8167864084243774},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6656515002250671},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.6170644760131836},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6047276854515076},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6009224653244019},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5597227811813354},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.532326340675354},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4905392527580261},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4660072922706604},{"id":"https://openalex.org/C35380695","wikidata":"https://www.wikidata.org/wiki/Q4827434","display_name":"Available energy","level":3,"score":0.41017982363700867},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39554089307785034},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3761346936225891},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37152087688446045},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16261041164398193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08727139234542847},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.06297668814659119},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2012.2218123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2012.2218123","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W285471286","https://openalex.org/W1500553160","https://openalex.org/W1846700384","https://openalex.org/W1979533405","https://openalex.org/W1987529968","https://openalex.org/W1991781995","https://openalex.org/W2001308229","https://openalex.org/W2042455779","https://openalex.org/W2074918857","https://openalex.org/W2084515443","https://openalex.org/W2084843810","https://openalex.org/W2100117806","https://openalex.org/W2103790267","https://openalex.org/W2119988986","https://openalex.org/W2124853859","https://openalex.org/W2127865332","https://openalex.org/W2131802419","https://openalex.org/W2138075555","https://openalex.org/W2152589112","https://openalex.org/W2170590575","https://openalex.org/W2176114055","https://openalex.org/W2180460518","https://openalex.org/W2264288281","https://openalex.org/W2595897327","https://openalex.org/W3023112487","https://openalex.org/W4237215578","https://openalex.org/W4244178770","https://openalex.org/W4245171603","https://openalex.org/W4252302949","https://openalex.org/W4302856910","https://openalex.org/W6638844760","https://openalex.org/W6692570358"],"related_works":["https://openalex.org/W2323149034","https://openalex.org/W1982670562","https://openalex.org/W4205315832","https://openalex.org/W2213352718","https://openalex.org/W2044748322","https://openalex.org/W2113162709","https://openalex.org/W4299397604","https://openalex.org/W2730794154","https://openalex.org/W1876313183","https://openalex.org/W1773680886"],"abstract_inverted_index":{"As":[0],"many":[1],"sensor":[2,55,68],"network":[3],"applications":[4],"require":[5],"deployment":[6],"in":[7],"remote":[8],"and":[9,45,99,130,156],"hard-to-reach":[10],"areas,":[11],"it":[12],"is":[13],"critical":[14],"to":[15,50,92],"ensure":[16],"that":[17,87,93,144],"such":[18],"networks":[19,56],"are":[20],"capable":[21],"of":[22,31,54,64,67,107,121],"operating":[23],"unattended":[24],"for":[25,124],"long":[26],"durations.":[27],"Consequently,":[28],"the":[29,52,65,101,105,114,119,146,153],"concept":[30],"using":[32],"nodes":[33,69,126],"with":[34,57,70,94,127],"energy":[35,58,84,97,122,141],"replenishment":[36],"capabilities":[37],"has":[38],"been":[39],"gaining":[40],"popularity.":[41],"However,":[42],"new":[43],"techniques":[44],"protocols":[46],"must":[47],"be":[48],"developed":[49],"maximize":[51],"performance":[53,66,90],"replenishment.":[59],"Here,":[60],"we":[61,117,138],"analyze":[62],"limits":[63],"limited":[71],"energy,":[72],"being":[73],"replenished":[74],"at":[75,100],"a":[76,81,89],"variable":[77],"rate.":[78],"We":[79],"provide":[80],"simple":[82],"localized":[83],"management":[85,123,142],"scheme":[86,143],"achieves":[88,145],"close":[91],"an":[95,140],"unlimited":[96],"source":[98],"same":[102],"time":[103],"keeps":[104],"probability":[106],"complete":[108],"battery":[109,129,154],"discharge":[110,155],"low.":[111,160],"Based":[112],"on":[113],"insights":[115],"developed,":[116],"address":[118],"problem":[120],"energy-replenishing":[125],"finite":[128,131],"data":[132,157],"buffer":[133],"capacities.":[134],"To":[135],"this":[136],"end,":[137],"give":[139],"optimal":[147],"utility":[148],"asymptotically":[149],"while":[150],"keeping":[151],"both":[152],"loss":[158],"probabilities":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":26},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}