{"id":"https://openalex.org/W2989963102","doi":"https://doi.org/10.1145/3349567.3351723","title":"Cooperative communication between two transiently powered sensors by reinforcement learning","display_name":"Cooperative communication between two transiently powered sensors by reinforcement learning","publication_year":2019,"publication_date":"2019-10-13","ids":{"openalex":"https://openalex.org/W2989963102","doi":"https://doi.org/10.1145/3349567.3351723","mag":"2989963102"},"language":"en","primary_location":{"id":"doi:10.1145/3349567.3351723","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349567.3351723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion","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/A5019020335","display_name":"Yawen Wu","orcid":"https://orcid.org/0000-0001-6840-267X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yawen Wu","raw_affiliation_strings":["University of Pittsburgh"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027997476","display_name":"Zhenge Jia","orcid":"https://orcid.org/0000-0002-0554-3608"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenge Jia","raw_affiliation_strings":["University of Pittsburgh"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061127138","display_name":"Fei Fang","orcid":"https://orcid.org/0000-0003-2256-8329"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fei Fang","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066534595","display_name":"Jingtong Hu","orcid":"https://orcid.org/0000-0003-4029-4034"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingtong Hu","raw_affiliation_strings":["University of Pittsburgh"],"affiliations":[{"raw_affiliation_string":"University of Pittsburgh","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019020335"],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":null,"apc_paid":null,"fwci":0.2385,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56449301,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"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/T13553","display_name":"Age of Information Optimization","score":0.9889000058174133,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9758999943733215,"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/throughput","display_name":"Throughput","score":0.8121679425239563},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8009504675865173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7524117827415466},{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.7043136358261108},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.5927481055259705},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5883704423904419},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.572180986404419},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.566981315612793},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5503078699111938},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.49465057253837585},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4704267978668213},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.463021457195282},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4531658887863159},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43992945551872253},{"id":"https://openalex.org/keywords/sensor-node","display_name":"Sensor node","score":0.4240795969963074},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4132283329963684},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40436089038848877},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3903364837169647},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37354013323783875},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.2962377667427063},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23767304420471191},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.19145002961158752},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16353297233581543},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16339942812919617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1505473554134369},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.11932241916656494},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11788123846054077}],"concepts":[{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.8121679425239563},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8009504675865173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524117827415466},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.7043136358261108},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.5927481055259705},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5883704423904419},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.572180986404419},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.566981315612793},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5503078699111938},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.49465057253837585},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4704267978668213},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.463021457195282},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4531658887863159},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43992945551872253},{"id":"https://openalex.org/C111185680","wikidata":"https://www.wikidata.org/wiki/Q3866206","display_name":"Sensor node","level":5,"score":0.4240795969963074},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4132283329963684},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40436089038848877},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3903364837169647},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37354013323783875},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.2962377667427063},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23767304420471191},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.19145002961158752},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16353297233581543},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16339942812919617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1505473554134369},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.11932241916656494},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11788123846054077},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3349567.3351723","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349567.3351723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9200000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1542941925","https://openalex.org/W1575727159","https://openalex.org/W2099146805","https://openalex.org/W2488623903","https://openalex.org/W2623431351","https://openalex.org/W4241536761"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2765830098","https://openalex.org/W2967463586","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275","https://openalex.org/W2981949979","https://openalex.org/W1965664720","https://openalex.org/W2343292082","https://openalex.org/W2073230464"],"abstract_inverted_index":{"The":[0,74,98],"transmission":[1],"between":[2,30],"two":[3,31],"energy":[4,17,29,57],"harvesting":[5],"(EH)":[6],"powered":[7],"sensors":[8,14,65],"is":[9,34,77,92],"successful":[10],"only":[11],"when":[12],"both":[13],"have":[15],"enough":[16],"at":[18],"the":[19,23,60,96],"same":[20],"time.":[21],"Given":[22],"scarce,":[24],"unpredictable,":[25],"and":[26,62,87],"unevenly":[27],"distributed":[28],"sensors,":[32],"it":[33],"challenging":[35],"to":[36,70,94],"ensure":[37],"efficient":[38],"data":[39,72,103],"transmission.":[40],"We":[41],"propose":[42],"a":[43,53,80],"sensor":[44],"node":[45],"architecture":[46],"with":[47,52,84],"multiple":[48],"wake-up":[49,68],"radios,":[50],"each":[51],"different":[54],"ratio":[55],"of":[56],"consumption":[58],"on":[59],"transmitter":[61],"receiver.":[63],"Two":[64],"cooperatively":[66],"select":[67],"radios":[69],"maximize":[71,95],"throughput.":[73,97,104],"communication":[75],"procedure":[76],"modeled":[78],"as":[79],"cooperative":[81],"Markov":[82],"game":[83],"partial":[85],"observability":[86],"multi-agent":[88],"reinforcement":[89],"learning":[90],"(MARL)":[91],"employed":[93],"proposed":[99],"methods":[100],"achieve":[101],"near-optimal":[102]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}