{"id":"https://openalex.org/W4389920339","doi":"https://doi.org/10.3390/systems11120577","title":"Strategic Sensor Placement in Expansive Highway Networks: A Novel Framework for Maximizing Information Gain","display_name":"Strategic Sensor Placement in Expansive Highway Networks: A Novel Framework for Maximizing Information Gain","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4389920339","doi":"https://doi.org/10.3390/systems11120577"},"language":"en","primary_location":{"id":"doi:10.3390/systems11120577","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11120577","pdf_url":"https://www.mdpi.com/2079-8954/11/12/577/pdf?version=1702970950","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/11/12/577/pdf?version=1702970950","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112442014","display_name":"Yunxiang Yang","orcid":"https://orcid.org/0009-0003-2000-2361"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunxiang Yang","raw_affiliation_strings":["Smart Mobility and Infrastructure Laboratory, College of Engineering, University of Georgia, Athens, GA 30602, USA"],"affiliations":[{"raw_affiliation_string":"Smart Mobility and Infrastructure Laboratory, College of Engineering, University of Georgia, Athens, GA 30602, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041740157","display_name":"Jidong Yang","orcid":"https://orcid.org/0000-0003-4823-6322"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jidong J. Yang","raw_affiliation_strings":["Smart Mobility and Infrastructure Laboratory, College of Engineering, University of Georgia, Athens, GA 30602, USA"],"affiliations":[{"raw_affiliation_string":"Smart Mobility and Infrastructure Laboratory, College of Engineering, University of Georgia, Athens, GA 30602, USA","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041740157"],"corresponding_institution_ids":["https://openalex.org/I165733156"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.5782,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85446839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":"12","first_page":"577","last_page":"577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/flexibility","display_name":"Flexibility (engineering)","score":0.7255614399909973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6566309332847595},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6455256938934326},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5494363903999329},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49993348121643066},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4586148262023926},{"id":"https://openalex.org/keywords/expansive","display_name":"Expansive","score":0.43808525800704956},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.41687268018722534},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41127967834472656},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36958813667297363},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12548276782035828},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10680627822875977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09810945391654968}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7255614399909973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6566309332847595},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6455256938934326},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5494363903999329},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49993348121643066},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4586148262023926},{"id":"https://openalex.org/C2780502288","wikidata":"https://www.wikidata.org/wiki/Q28838156","display_name":"Expansive","level":3,"score":0.43808525800704956},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.41687268018722534},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41127967834472656},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36958813667297363},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12548276782035828},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10680627822875977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09810945391654968},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems11120577","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11120577","pdf_url":"https://www.mdpi.com/2079-8954/11/12/577/pdf?version=1702970950","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0079b8cd8d504329892907776632e69f","is_oa":true,"landing_page_url":"https://doaj.org/article/0079b8cd8d504329892907776632e69f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 11, Iss 12, p 577 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems11120577","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems11120577","pdf_url":"https://www.mdpi.com/2079-8954/11/12/577/pdf?version=1702970950","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2516026864","display_name":null,"funder_award_id":"RP 20-28","funder_id":"https://openalex.org/F4320309979","funder_display_name":"Georgia Department of Transportation"}],"funders":[{"id":"https://openalex.org/F4320306108","display_name":"U.S. Department of Transportation","ror":"https://ror.org/02xfw2e90"},{"id":"https://openalex.org/F4320309979","display_name":"Georgia Department of Transportation","ror":"https://ror.org/00ktzqz45"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389920339.pdf","grobid_xml":"https://content.openalex.org/works/W4389920339.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2012003439","https://openalex.org/W2026653933","https://openalex.org/W2038754846","https://openalex.org/W2047875366","https://openalex.org/W2056416254","https://openalex.org/W2073297244","https://openalex.org/W2083391033","https://openalex.org/W2126554879","https://openalex.org/W2147457766","https://openalex.org/W2158841951","https://openalex.org/W2899726877","https://openalex.org/W2901505716","https://openalex.org/W2921625508","https://openalex.org/W2962756421","https://openalex.org/W3094704314","https://openalex.org/W3199305487","https://openalex.org/W4200507889","https://openalex.org/W4250863246","https://openalex.org/W4285405251","https://openalex.org/W4324393045"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W3207631643","https://openalex.org/W1567818861","https://openalex.org/W4300921257","https://openalex.org/W4298284054","https://openalex.org/W2271765275","https://openalex.org/W2079312091"],"abstract_inverted_index":{"Traffic":[0,51],"sensors":[1,206],"play":[2],"a":[3,61,78,98,108,127,183],"pivotal":[4],"role":[5],"in":[6,77,125,153,182,198],"monitoring":[7],"and":[8,42,88,133,178,194,202],"assessing":[9],"network-wide":[10],"traffic":[11],"conditions.":[12],"However,":[13],"the":[14,33,49,66,118,134,143,149,187,199],"substantial":[15],"costs":[16],"associated":[17],"with":[18,102,163,169],"deploying":[19],"an":[20],"extensive":[21],"sensor":[22,38],"network":[23,86,152],"across":[24],"real-world":[25,209],"highway":[26,70,151,210],"systems":[27],"can":[28],"often":[29],"prove":[30],"prohibitive.":[31],"Thus,":[32],"strategic":[34,200],"selection":[35],"of":[36,136,204],"optimal":[37],"locations":[39],"within":[40],"budget":[41],"resource":[43],"constraints":[44],"becomes":[45],"imperative,":[46],"leading":[47],"to":[48,64,148],"well-known":[50],"Sensor":[52],"Location":[53],"Problem":[54],"(TSLP).":[55],"In":[56],"this":[57,93],"study,":[58],"we":[59,96,106],"introduce":[60],"novel":[62],"framework":[63,145,189],"address":[65],"TSLP":[67],"for":[68,207],"large-scale":[69],"networks,":[71],"focusing":[72],"on":[73],"maximizing":[74,179],"information":[75,176,180],"gain":[76,181],"joint":[79],"vector":[80,185],"space":[81,120],"that":[82],"comprehensively":[83],"captures":[84],"both":[85],"topology":[87],"segment-level":[89],"features.":[90],"To":[91],"solve":[92],"optimization":[94],"problem,":[95],"devised":[97],"genetic":[99],"algorithm":[100],"(GA)":[101],"penalty":[103],"handling.":[104],"Additionally,":[105],"developed":[107],"physics-guided":[109],"random":[110],"walk":[111],"algorithm,":[112],"which":[113],"not":[114],"only":[115],"significantly":[116,170],"reduces":[117],"search":[119],"but":[121,168],"offers":[122,195],"remarkable":[123],"flexibility":[124],"striking":[126],"practical":[128],"balance":[129],"between":[130],"computational":[131,172],"load":[132],"confidence":[135],"achieving":[137],"global":[138],"optimality.":[139],"For":[140],"illustration":[141],"purposes,":[142],"proposed":[144,188],"was":[146],"applied":[147],"Savannah":[150],"Georgia.":[154],"The":[155],"results":[156],"from":[157,165],"our":[158],"GA":[159],"method":[160],"align":[161],"well":[162],"those":[164],"exhaustive":[166],"research,":[167],"reduced":[171],"time.":[173],"By":[174],"leveraging":[175],"theory":[177],"low-dimensional":[184],"space,":[186],"permits":[190],"parallel,":[191],"scalable":[192],"computation":[193],"considerable":[196],"potential":[197],"planning":[201],"deployment":[203],"various":[205],"expansive,":[208],"networks.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}