{"id":"https://openalex.org/W2063103220","doi":"https://doi.org/10.1109/wmnc.2014.6878879","title":"An enhanced Gauss-Markov mobility model for simulations of unmanned aerial ad hoc networks","display_name":"An enhanced Gauss-Markov mobility model for simulations of unmanned aerial ad hoc networks","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2063103220","doi":"https://doi.org/10.1109/wmnc.2014.6878879","mag":"2063103220"},"language":"en","primary_location":{"id":"doi:10.1109/wmnc.2014.6878879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wmnc.2014.6878879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 7th IFIP Wireless and Mobile Networking Conference (WMNC)","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/A5009856684","display_name":"Jean-Daniel Medjo Me Biomo","orcid":"https://orcid.org/0000-0001-8955-3442"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jean-Daniel Medjo Me Biomo","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083570181","display_name":"Thomas Kunz","orcid":"https://orcid.org/0000-0002-6241-778X"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thomas Kunz","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025985903","display_name":"Marc St\u2010Hilaire","orcid":"https://orcid.org/0000-0002-1470-0855"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marc St-Hilaire","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009856684"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":2.5335,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.90580791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998999834060669,"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":0.9994000196456909,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/mobility-model","display_name":"Mobility model","score":0.909170389175415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7571383714675903},{"id":"https://openalex.org/keywords/waypoint","display_name":"Waypoint","score":0.7366628050804138},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6299629211425781},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.6062546372413635},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5948647856712341},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5376971364021301},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5373182892799377},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.5086575150489807},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.45119473338127136},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.41867882013320923},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.404675155878067},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3464270830154419},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33992883563041687},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.265438050031662},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13187095522880554},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.11414510011672974},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09668180346488953},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08819118142127991},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07888206839561462}],"concepts":[{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.909170389175415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7571383714675903},{"id":"https://openalex.org/C2781271823","wikidata":"https://www.wikidata.org/wiki/Q138081","display_name":"Waypoint","level":2,"score":0.7366628050804138},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6299629211425781},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.6062546372413635},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5948647856712341},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5376971364021301},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5373182892799377},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.5086575150489807},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.45119473338127136},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.41867882013320923},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.404675155878067},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3464270830154419},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33992883563041687},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.265438050031662},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13187095522880554},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.11414510011672974},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09668180346488953},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08819118142127991},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07888206839561462},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wmnc.2014.6878879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wmnc.2014.6878879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 7th IFIP Wireless and Mobile Networking Conference (WMNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W272811191","https://openalex.org/W2018798792","https://openalex.org/W2077990357","https://openalex.org/W2130412147","https://openalex.org/W2148135143","https://openalex.org/W2150332233","https://openalex.org/W2157457404","https://openalex.org/W2183275409","https://openalex.org/W2283571283","https://openalex.org/W2338397322","https://openalex.org/W2497423138","https://openalex.org/W6610041058","https://openalex.org/W6685859007","https://openalex.org/W6695409842","https://openalex.org/W6703725123"],"related_works":["https://openalex.org/W2060478183","https://openalex.org/W2118211892","https://openalex.org/W2107936587","https://openalex.org/W1975960530","https://openalex.org/W2160605608","https://openalex.org/W3215835591","https://openalex.org/W177969056","https://openalex.org/W2370310189","https://openalex.org/W2487422021","https://openalex.org/W952332464"],"abstract_inverted_index":{"Routing":[0],"protocols":[1],"are":[2],"designed":[3],"assuming":[4],"certain":[5],"application-specific":[6],"network":[7,124,130],"characteristics.":[8],"In":[9,57],"order":[10],"for":[11,71,146],"a":[12,26,68,133],"routing":[13],"protocol":[14,144],"to":[15,22,39,48,86,118,138],"be":[16,23,139],"effective":[17],"and":[18,42,45,90],"reliable":[19],"it":[20],"needs":[21],"evaluated":[24],"with":[25,104,141],"realistic":[27,69],"mobility":[28,33,66,81],"model.":[29,82],"The":[30,97],"Random":[31],"Waypoint":[32],"model,":[34,67,98],"widely":[35],"used,":[36],"allows":[37],"node":[38],"stop":[40],"suddenly":[41],"turn":[43],"sharply,":[44],"therefore":[46],"fails":[47],"capture":[49],"the":[50,62,78,94,109,143],"movement":[51],"pattern":[52],"of":[53,73],"actual":[54],"airborne":[55],"vehicles.":[56],"this":[58],"paper":[59],"we":[60],"propose":[61],"Enhanced":[63],"Gauss-Markov":[64,79],"(EGM)":[65],"model":[70],"networks":[72],"UAVs":[74],"(UAANETs)":[75],"based":[76],"on":[77],"(GM)":[80],"EGM":[83],"features":[84],"mechanisms":[85],"eliminate/limit":[87],"sudden":[88],"stops":[89],"sharp":[91],"turns":[92],"within":[93],"simulation":[95],"region.":[96],"unlike":[99],"others,":[100],"also":[101],"deals":[102],"explicitly":[103],"ensuring":[105],"smooth":[106],"trajectories":[107],"at":[108],"boundaries.":[110],"Simulations":[111],"in":[112,121,142],"OPNET":[113],"show":[114],"that":[115,129,136],"EGM,":[116],"compared":[117],"RWP,":[119],"results":[120],"many":[122],"more":[123],"partitions.":[125],"This":[126],"then":[127],"suggests":[128],"partitioning":[131],"is":[132],"significant":[134],"issue":[135],"ought":[137],"dealt":[140],"design":[145],"UAANETs.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
