{"id":"https://openalex.org/W1992540926","doi":"https://doi.org/10.1109/smartgridcomm.2013.6687970","title":"Dynamic selection of wireless/powerline links using Markov Decision Processes","display_name":"Dynamic selection of wireless/powerline links using Markov Decision Processes","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W1992540926","doi":"https://doi.org/10.1109/smartgridcomm.2013.6687970","mag":"1992540926"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm.2013.6687970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2013.6687970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Smart Grid Communications (SmartGridComm)","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/A5051170806","display_name":"Dacfey Dzung","orcid":"https://orcid.org/0000-0003-0915-7541"},"institutions":[{"id":"https://openalex.org/I885143765","display_name":"ABB (Switzerland)","ror":"https://ror.org/00ks5vt51","country_code":"CH","type":"company","lineage":["https://openalex.org/I885143765"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Dacfey Dzung","raw_affiliation_strings":["ABB Corporate Research, Switzerland","ABB Corp. Res., Baden-Da\u0308ttwil, Switzerland"],"affiliations":[{"raw_affiliation_string":"ABB Corporate Research, Switzerland","institution_ids":["https://openalex.org/I885143765"]},{"raw_affiliation_string":"ABB Corp. Res., Baden-Da\u0308ttwil, Switzerland","institution_ids":["https://openalex.org/I885143765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061384202","display_name":"Yvonne-Anne Pignolet","orcid":"https://orcid.org/0000-0003-0837-7948"},"institutions":[{"id":"https://openalex.org/I885143765","display_name":"ABB (Switzerland)","ror":"https://ror.org/00ks5vt51","country_code":"CH","type":"company","lineage":["https://openalex.org/I885143765"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Yvonne-Anne Pignolet","raw_affiliation_strings":["ABB Corporate Research, Switzerland","ABB Corp. Res., Baden-Da\u0308ttwil, Switzerland"],"affiliations":[{"raw_affiliation_string":"ABB Corporate Research, Switzerland","institution_ids":["https://openalex.org/I885143765"]},{"raw_affiliation_string":"ABB Corp. Res., Baden-Da\u0308ttwil, Switzerland","institution_ids":["https://openalex.org/I885143765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051170806"],"corresponding_institution_ids":["https://openalex.org/I885143765"],"apc_list":null,"apc_paid":null,"fwci":0.82625426,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77756108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"277","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","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/T12146","display_name":"Power Line Communications and Noise","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/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/T11409","display_name":"Advanced Wireless Network 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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7805878520011902},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.6691104173660278},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5832918882369995},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5695784091949463},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5462964177131653},{"id":"https://openalex.org/keywords/acknowledgement","display_name":"Acknowledgement","score":0.4939320683479309},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.4859505891799927},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4855232238769531},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4777887761592865},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.46120092272758484},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.46035048365592957},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4139205813407898},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.3763052523136139},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19771191477775574},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14020362496376038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805878520011902},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.6691104173660278},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5832918882369995},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5695784091949463},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5462964177131653},{"id":"https://openalex.org/C2777880217","wikidata":"https://www.wikidata.org/wiki/Q4674282","display_name":"Acknowledgement","level":2,"score":0.4939320683479309},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.4859505891799927},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4855232238769531},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4777887761592865},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.46120092272758484},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.46035048365592957},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4139205813407898},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.3763052523136139},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19771191477775574},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14020362496376038},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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:10.1109/smartgridcomm.2013.6687970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2013.6687970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Smart Grid Communications (SmartGridComm)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1546980881","https://openalex.org/W2021702157","https://openalex.org/W2030392667","https://openalex.org/W2062693012","https://openalex.org/W2092570815","https://openalex.org/W2115336413","https://openalex.org/W2133376866","https://openalex.org/W2141515329","https://openalex.org/W2148996577","https://openalex.org/W2164599584","https://openalex.org/W2951678875","https://openalex.org/W6677062076","https://openalex.org/W6679878596"],"related_works":["https://openalex.org/W2096013579","https://openalex.org/W1760611253","https://openalex.org/W52153049","https://openalex.org/W1589140671","https://openalex.org/W2951545791","https://openalex.org/W1515117609","https://openalex.org/W2294884454","https://openalex.org/W4323315247","https://openalex.org/W3169161914","https://openalex.org/W4321379664"],"abstract_inverted_index":{"Communication":[0],"networks":[1],"for":[2],"smart":[3],"grids":[4],"may":[5],"consist":[6],"of":[7,10,44,62,71,84,111],"a":[8,45],"mixture":[9],"legacy":[11],"and":[12,25,40,86],"new":[13,125],"links":[14,100],"using":[15],"heterogeneous":[16],"technologies,":[17],"such":[18,37],"as":[19,38],"copper":[20],"wires,":[21],"optical":[22],"fibers,":[23],"wireless":[24,39],"powerline":[26],"communication.":[27],"If":[28],"nodes":[29],"are":[30],"connected":[31],"by":[32],"two":[33],"or":[34],"more":[35],"links,":[36],"powerline,":[41],"the":[42,54,60,65,99,103,119],"sender":[43],"message":[46],"must":[47],"decide":[48],"on":[49,68,79],"which":[50],"link":[51],"to":[52,93,97,106],"transmit":[53],"next":[55],"message.":[56],"This":[57],"paper":[58],"considers":[59],"problem":[61],"dynamically":[63],"selecting":[64],"link,":[66],"based":[67,78],"success/failure":[69,95],"(acknowledgement)":[70],"previous":[72],"transmissions.":[73],"The":[74,109],"novel":[75],"method":[76,126],"is":[77],"Markov":[80,114],"(Gilbert-Elliott)":[81],"channel":[82],"models":[83],"lossy":[85],"time":[87],"varying":[88],"links.":[89],"It":[90],"specifies":[91],"how":[92],"employ":[94],"observations":[96],"rank":[98],"optimally,":[101],"with":[102,127],"objective":[104],"function":[105],"maximize":[107],"throughput.":[108],"theory":[110],"partially":[112],"observable":[113],"decision":[115],"problems":[116],"(POMDP)":[117],"provides":[118],"basic":[120],"framework.":[121],"We":[122],"compare":[123],"this":[124],"known":[128],"linear":[129],"learning":[130],"strategies.":[131]},"counts_by_year":[{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
