{"id":"https://openalex.org/W1929827874","doi":"https://doi.org/10.1109/tsp.2015.7296398","title":"A signal strength fluctuation prediction model based on symbolic regression","display_name":"A signal strength fluctuation prediction model based on symbolic regression","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1929827874","doi":"https://doi.org/10.1109/tsp.2015.7296398","mag":"1929827874"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2015.7296398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.7296398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 38th International Conference on Telecommunications and Signal Processing (TSP)","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/A5056523918","display_name":"Petr Gajdo\u0161","orcid":"https://orcid.org/0000-0003-1831-3489"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Gajdos","raw_affiliation_strings":["Department of Computer Science, FEECS","V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, FEECS","institution_ids":[]},{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072275934","display_name":"Pavel Dohn\u00e1lek","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavel Dohnalek","raw_affiliation_strings":["Department of Computer Science, FEECS","V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, FEECS","institution_ids":[]},{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073299818","display_name":"Roman \u0160ebesta","orcid":"https://orcid.org/0000-0003-1238-6601"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Sebesta","raw_affiliation_strings":["Department of Telecommunications, FEECS","V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, FEECS","institution_ids":[]},{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018931165","display_name":"Michal Radeck\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Michal Radecky","raw_affiliation_strings":["Department of Computer Science, FEECS","V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, FEECS","institution_ids":[]},{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033732560","display_name":"Marek Dvorsk\u00fd","orcid":"https://orcid.org/0000-0002-3334-2205"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Marek Dvorsky","raw_affiliation_strings":["Department of Telecommunications, FEECS","V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, FEECS","institution_ids":[]},{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037605409","display_name":"Libor Mich\u00e1lek","orcid":"https://orcid.org/0000-0002-1117-5477"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Libor Michalek","raw_affiliation_strings":["Department of Telecommunications, FEECS","V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, FEECS","institution_ids":[]},{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073775826","display_name":"Martin Tomis","orcid":"https://orcid.org/0000-0002-0613-6473"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Tomis","raw_affiliation_strings":["Department of Telecommunications, FEECS","V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, FEECS","institution_ids":[]},{"raw_affiliation_string":"V\u0160B - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2008,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57983013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"83","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.9843000173568726,"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":0.9843000173568726,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9837999939918518,"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":0.9836999773979187,"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/symbolic-regression","display_name":"Symbolic regression","score":0.8556094169616699},{"id":"https://openalex.org/keywords/dew-point","display_name":"Dew point","score":0.7367203235626221},{"id":"https://openalex.org/keywords/signal-strength","display_name":"Signal strength","score":0.5977821350097656},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5903191566467285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5668137073516846},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5631323456764221},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4823884069919586},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4793282747268677},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4570896327495575},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.45096710324287415},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.39563119411468506},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3522440195083618},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2562772035598755},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2327117919921875},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2044161856174469},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.203800231218338},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.1518077850341797},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10164880752563477}],"concepts":[{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.8556094169616699},{"id":"https://openalex.org/C82210777","wikidata":"https://www.wikidata.org/wiki/Q178828","display_name":"Dew point","level":2,"score":0.7367203235626221},{"id":"https://openalex.org/C176808163","wikidata":"https://www.wikidata.org/wiki/Q17105794","display_name":"Signal strength","level":3,"score":0.5977821350097656},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5903191566467285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5668137073516846},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5631323456764221},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4823884069919586},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4793282747268677},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4570896327495575},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.45096710324287415},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.39563119411468506},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3522440195083618},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2562772035598755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2327117919921875},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2044161856174469},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.203800231218338},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.1518077850341797},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10164880752563477},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2015.7296398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.7296398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 38th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.550000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W70805240","https://openalex.org/W95672859","https://openalex.org/W204378758","https://openalex.org/W1507332651","https://openalex.org/W1536262443","https://openalex.org/W1572685791","https://openalex.org/W1639032689","https://openalex.org/W1963822895","https://openalex.org/W1967336298","https://openalex.org/W1972597062","https://openalex.org/W1975880081","https://openalex.org/W2020295225","https://openalex.org/W2033525860","https://openalex.org/W2036684082","https://openalex.org/W2066813366","https://openalex.org/W2087856536","https://openalex.org/W2097571405","https://openalex.org/W2102040498","https://openalex.org/W2115142887","https://openalex.org/W2154986159","https://openalex.org/W2159629764","https://openalex.org/W2181676197","https://openalex.org/W2543587285","https://openalex.org/W3023540311","https://openalex.org/W6602902097","https://openalex.org/W6603876068","https://openalex.org/W6630349029","https://openalex.org/W6685884092"],"related_works":["https://openalex.org/W2394133867","https://openalex.org/W280605544","https://openalex.org/W1567571923","https://openalex.org/W2176963978","https://openalex.org/W4319653604","https://openalex.org/W4389372248","https://openalex.org/W2019081667","https://openalex.org/W4384024946","https://openalex.org/W2923977719","https://openalex.org/W2950665111"],"abstract_inverted_index":{"The":[0,21,43,66],"impact":[1],"of":[2,23,39,85,90],"weather":[3,64],"parameters":[4],"such":[5,40],"as":[6],"temperature,":[7],"humidity":[8],"or":[9],"dew":[10],"point":[11],"on":[12,62],"the":[13,24,37,58,71,87],"signal":[14,41,59],"strength":[15,60],"in":[16,82],"mobile":[17],"network":[18],"was":[19,26,50],"investigated.":[20],"aim":[22],"paper":[25],"to":[27,35,52],"propose":[28],"a":[29,47,54,83,91],"mathematical":[30],"model":[31,55,72],"which":[32,56],"is":[33,73],"able":[34],"predict":[36],"behaviour":[38],"strength.":[42],"symbolic":[44],"regression":[45],"using":[46],"genetic":[48],"algorithm":[49],"used":[51],"develop":[53],"predicts":[57],"based":[61],"current":[63],"parameters.":[65],"average":[67],"RMSE":[68],"proved":[69],"that":[70],"fully":[74],"applicable":[75],"and":[76],"can":[77],"be":[78],"used,":[79],"for":[80],"example,":[81],"method":[84],"decreasing":[86],"power":[88],"consumption":[89],"base":[92],"station.":[93]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
