{"id":"https://openalex.org/W7136448728","doi":"https://doi.org/10.1109/ants66931.2025.11430039","title":"Urban Cell Planning: An AI-Driven Convex Optimization Approach with Field Measurements","display_name":"Urban Cell Planning: An AI-Driven Convex Optimization Approach with Field Measurements","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7136448728","doi":"https://doi.org/10.1109/ants66931.2025.11430039"},"language":null,"primary_location":{"id":"doi:10.1109/ants66931.2025.11430039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants66931.2025.11430039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","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/A5129579069","display_name":"Rajat Badaria","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rajat Badaria","raw_affiliation_strings":["Indian Institute of Technology Roorkee (IITR),India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee (IITR),India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080044923","display_name":"Aman Tiwari","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aman Tiwari","raw_affiliation_strings":["Indian Institute of Technology Roorkee (IITR),India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee (IITR),India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125592294","display_name":"Abhay Kumar Sah","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhay Kumar Sah","raw_affiliation_strings":["Indian Institute of Technology Roorkee (IITR),India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee (IITR),India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041137553","display_name":"Ekant Sharma","orcid":"https://orcid.org/0000-0003-0735-4701"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ekant Sharma","raw_affiliation_strings":["Indian Institute of Technology Roorkee (IITR),India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee (IITR),India","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5129579069"],"corresponding_institution_ids":["https://openalex.org/I154851008"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87975642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.1639000028371811,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.1639000028371811,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.08129999786615372,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.07339999824762344,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/field","display_name":"Field (mathematics)","score":0.4472000002861023},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4438999891281128},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.3531999886035919},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.3208000063896179},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.29019999504089355}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4472000002861023},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4438999891281128},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4228000044822693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41690000891685486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38960000872612},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.3531999886035919},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29649999737739563},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.29019999504089355},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.26809999346733093},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.2653000056743622}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants66931.2025.11430039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants66931.2025.11430039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7915793061256409,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1594966181","https://openalex.org/W2080546091","https://openalex.org/W2249053460","https://openalex.org/W2297064387","https://openalex.org/W2982670516","https://openalex.org/W3161564167","https://openalex.org/W3213676542","https://openalex.org/W4388738127","https://openalex.org/W4395064458","https://openalex.org/W4399186907","https://openalex.org/W4402363865"],"related_works":[],"abstract_inverted_index":{"Reliable":[0],"cellular":[1],"coverage":[2,73],"remains":[3],"challenging":[4],"in":[5,115],"environments":[6],"with":[7,44],"terrain":[8],"irregularities,":[9],"obstructions,":[10],"and":[11,78],"frequency-dependent":[12],"losses.":[13],"Conventional":[14],"analytical":[15],"models":[16],"often":[17,80],"provide":[18],"only":[19],"coarse":[20],"estimates,":[21],"overlooking":[22],"location":[23],"specific":[24,61],"variations":[25],"that":[26,37,75],"critically":[27],"influence":[28],"network":[29],"performance.":[30],"We":[31],"propose":[32],"a":[33],"data-driven":[34,103],"optimization":[35,87],"framework":[36,69],"fuses":[38],"large-scale,":[39],"real":[40],"world":[41],"field":[42],"measurements":[43],"adaptive":[45],"path":[46],"loss":[47],"modelling":[48,104],"using":[49],"Artificial":[50],"Intelligence":[51],"to":[52,96],"capture":[53],"fine":[54],"grained":[55],"propagation":[56],"dynamics.":[57],"By":[58],"learning":[59],"environment":[60],"attenuation":[62],"trends":[63],"directly":[64],"from":[65],"empirical":[66],"data,":[67],"the":[68],"produces":[70],"high":[71],"resolution":[72],"maps":[74],"expose":[76],"patterns":[77],"deficits":[79],"missed":[81],"by":[82],"traditional":[83],"approaches.":[84],"An":[85],"integrated":[86],"module":[88],"then":[89],"determine":[90],"efficient":[91],"base":[92],"station":[93],"placements":[94],"subject":[95],"deployment":[97],"constraints.":[98],"The":[99],"results":[100],"demonstrate":[101],"how":[102],"can":[105],"uncover":[106],"actionable":[107],"insights":[108],"for":[109],"deploying":[110],"robust,":[111],"high-performance":[112],"wireless":[113],"networks":[114],"diverse":[116],"environments.":[117]},"counts_by_year":[],"updated_date":"2026-03-18T06:27:02.140700","created_date":"2026-03-17T00:00:00"}
