{"id":"https://openalex.org/W7117890771","doi":"https://doi.org/10.1109/milcom64451.2025.11309979","title":"Standardized Machine-Readable Point-Data Format for Consolidating Wireless Propagation Across Environments, Frequencies, and Institutions","display_name":"Standardized Machine-Readable Point-Data Format for Consolidating Wireless Propagation Across Environments, Frequencies, and Institutions","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W7117890771","doi":"https://doi.org/10.1109/milcom64451.2025.11309979"},"language":null,"primary_location":{"id":"doi:10.1109/milcom64451.2025.11309979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11309979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","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/A5058671311","display_name":"Dipankar Shakya","orcid":"https://orcid.org/0000-0001-6211-1812"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dipankar Shakya","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046527776","display_name":"Naveed A. Abbasi","orcid":"https://orcid.org/0000-0001-6423-3725"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naveed A. Abbasi","raw_affiliation_strings":["University of Southern California,Los Angeles,CA,USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Los Angeles,CA,USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077214349","display_name":"Mingjun Ying","orcid":"https://orcid.org/0009-0001-1422-9346"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingjun Ying","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119839270","display_name":"Isha Jariwala","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isha Jariwala","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jason J. Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason J. Qin","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119839271","display_name":"Ishaan S. Gupte","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ishaan S. Gupte","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121707217","display_name":"Bridget Meier","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bridget Meier","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069729691","display_name":"G. Qian","orcid":"https://orcid.org/0009-0009-3947-9470"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guanyue Qian","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047655269","display_name":"D G Abraham","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Abraham","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121710496","display_name":"Theodore S. Rappaport","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodore S. Rappaport","raw_affiliation_strings":["New York University,Tandon School of Engineering,Brooklyn,NY,USA"],"affiliations":[{"raw_affiliation_string":"New York University,Tandon School of Engineering,Brooklyn,NY,USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071725365","display_name":"Andreas F. Molisch","orcid":"https://orcid.org/0000-0002-4779-4763"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas F. Molisch","raw_affiliation_strings":["University of Southern California,Los Angeles,CA,USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Los Angeles,CA,USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5058671311"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57328969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"232","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.8734999895095825,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.8734999895095825,"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":0.08009999990463257,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.010300000198185444,"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/standardization","display_name":"Standardization","score":0.6216999888420105},{"id":"https://openalex.org/keywords/path-loss","display_name":"Path loss","score":0.5317999720573425},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.512499988079071},{"id":"https://openalex.org/keywords/radio-propagation","display_name":"Radio propagation","score":0.4424999952316284},{"id":"https://openalex.org/keywords/microcell","display_name":"Microcell","score":0.3935000002384186},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.38760000467300415},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.37790000438690186},{"id":"https://openalex.org/keywords/radio-propagation-model","display_name":"Radio propagation model","score":0.33480000495910645}],"concepts":[{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6216999888420105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6044999957084656},{"id":"https://openalex.org/C194273485","wikidata":"https://www.wikidata.org/wiki/Q1478845","display_name":"Path loss","level":3,"score":0.5317999720573425},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.512499988079071},{"id":"https://openalex.org/C202311505","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation","level":2,"score":0.4424999952316284},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4377000033855438},{"id":"https://openalex.org/C158314712","wikidata":"https://www.wikidata.org/wiki/Q1177092","display_name":"Microcell","level":2,"score":0.3935000002384186},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.38760000467300415},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.37790000438690186},{"id":"https://openalex.org/C76843793","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation model","level":3,"score":0.33480000495910645},{"id":"https://openalex.org/C94137725","wikidata":"https://www.wikidata.org/wiki/Q1509342","display_name":"Link budget","level":3,"score":0.3061000108718872},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29760000109672546},{"id":"https://openalex.org/C2777683733","wikidata":"https://www.wikidata.org/wiki/Q201456","display_name":"Directory","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2818000018596649},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2809999883174896},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C92545706","wikidata":"https://www.wikidata.org/wiki/Q902174","display_name":"Radio spectrum","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25619998574256897},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom64451.2025.11309979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11309979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1942972763","https://openalex.org/W1998736653","https://openalex.org/W2066844082","https://openalex.org/W2219770862","https://openalex.org/W2299676078","https://openalex.org/W2588253314","https://openalex.org/W2605344455","https://openalex.org/W2739778833","https://openalex.org/W2955897898","https://openalex.org/W2964030010","https://openalex.org/W3091752016","https://openalex.org/W3202263623","https://openalex.org/W3202330278","https://openalex.org/W4285272515","https://openalex.org/W4388283407","https://openalex.org/W4392093389","https://openalex.org/W4392175367","https://openalex.org/W4400877120","https://openalex.org/W4414538927"],"related_works":[],"abstract_inverted_index":{"The":[0],"necessity":[1],"of":[2,32,53,65,116,167,179,188,220,245],"new":[3],"spectrum":[4],"for":[5,28,49,69,94,127,145],"6G":[6],"has":[7,61],"intensified":[8],"global":[9,109,146],"interest":[10],"in":[11,36,107,284,310],"radio":[12,33,168],"propagation":[13,58,129,169,181],"measurements":[14,25,96,130,207,216,257],"across":[15,97],"emerging":[16],"frequency":[17],"bands,":[18],"use":[19],"cases,":[20],"and":[21,39,43,71,80,100,112,131,157,213,271,302],"antenna":[22],"types.":[23],"These":[24],"are":[26,274],"vital":[27],"understanding":[29],"the":[30,50,54,63,114,164,186,189,218,230,246,252,259,279,285],"fundamentals":[31],"channel":[34,296],"properties":[35],"diverse":[37],"environments,":[38],"involve":[40],"time-consuming,":[41],"labor-intensive,":[42],"expensive":[44],"campaigns.":[45],"A":[46,224],"major":[47],"challenge":[48],"effective":[51],"utilization":[52],"data":[55,87,92,149,170,195,309],"generated":[56],"from":[57,171,197,258,278,314],"measurement":[59,139,159],"campaigns":[60,140],"been":[62],"lack":[64],"a":[66,89,103,122,142,158,176,236,242,311],"standardized":[67,124,286],"format":[68,93,126,144,192,292,313],"reporting":[70],"archiving":[72],"results.":[73],"Although":[74],"organizations":[75],"such":[76,266],"as":[77,267],"NIST,":[78],"NGA,":[79],"3GPP":[81],"have":[82],"made":[83],"commendable":[84],"efforts":[85,111],"toward":[86],"pooling,":[88],"unified":[90,291],"machine-readable":[91],"consolidating":[95],"different":[98,261,281],"institutions":[99,135,282],"frequencies":[101],"remains":[102],"critical":[104],"missing":[105],"piece":[106],"advancing":[108],"standardization":[110],"maximizing":[113],"utility":[115],"collected":[117],"data.":[118],"This":[119,148],"paper":[120],"introduces":[121],"new,":[123],"point-data":[125,191],"wireless":[128],"demonstrates":[132],"how":[133],"multiple":[134],"may":[136],"merge":[137],"disparate":[138,172],"into":[141],"common":[143,312],"access.":[147],"format,":[150],"when":[151],"used":[152],"alongside":[153],"an":[154],"environmental":[155],"map":[156],"summary":[160],"metadata":[161],"table,":[162],"enables":[163],"seamless":[165],"integration":[166],"sources":[173],"by":[174],"using":[175,194,229,276],"structured":[177],"representation":[178],"key":[180,264],"parameters.":[182],"Here,":[183],"we":[184],"show":[185],"efficacy":[187],"proposed":[190,253],"standard":[193,254],"gathered":[196],"two":[198,260,280],"independent":[199],"sub-THz":[200],"urban":[201],"microcell":[202],"(UMi)":[203],"campaigns:":[204],"142":[205],"GHz":[206,215],"at":[208,217],"New":[209],"York":[210],"University":[211,219],"(NYU)":[212],"145":[214],"Southern":[221],"California":[222],"(USC).":[223],"joint":[225],"path":[226,232,247],"loss":[227,233,248],"analysis":[228],"close-in":[231],"model":[234,297],"with":[235,306],"1":[237],"m":[238],"reference":[239],"distance":[240],"yields":[241],"refined":[243],"estimate":[244],"exponent":[249],"(PLE)":[250],"employing":[251],"to":[255],"pool":[256],"organizations.":[262],"Other":[263],"statistics":[265],"RMS":[268],"delay":[269],"spread":[270,273],"angular":[272],"determined":[275],"datasets":[277],"cast":[283],"format.":[287],"Adopting":[288],"this":[289],"simple,":[290],"will":[293],"accelerate":[294],"comprehensive":[295],"development,":[298],"build":[299],"multi-institutional":[300],"datasets,":[301],"feed":[303],"AI/ML":[304],"applications":[305],"reliable":[307],"training":[308],"many":[315],"sources.":[316]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2026-01-01T00:00:00"}