{"id":"https://openalex.org/W1535479965","doi":"https://doi.org/10.1109/issnip.2015.7106914","title":"An animation-and-chirplet based approach to intruder classification using PIR sensing","display_name":"An animation-and-chirplet based approach to intruder classification using PIR sensing","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1535479965","doi":"https://doi.org/10.1109/issnip.2015.7106914","mag":"1535479965"},"language":"en","primary_location":{"id":"doi:10.1109/issnip.2015.7106914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issnip.2015.7106914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)","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/A5033459173","display_name":"Raviteja Upadrashta","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Raviteja Upadrashta","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022878686","display_name":"Tarun Choubisa","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tarun Choubisa","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076370029","display_name":"V. S. Aswath","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. S. Aswath","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047871300","display_name":"A. Praneeth","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Praneeth","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113506326","display_name":"A. Prabhu","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajit Prabhu","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109861013","display_name":"S. Ganapathi Raman","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddhant Raman","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078714341","display_name":"Tony Gracious","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tony Gracious","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103347375","display_name":"P. Vijay Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Vijay Kumar","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering Indian Institute of Science  Bangalore 560012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030940227","display_name":"Sripad S. Kowshik","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sripad Kowshik","raw_affiliation_strings":["Dept. of Electronic Systems Engg., Indian Institute of Science, Bangalore, India","Department of Electronic Systems Engineering, Indian Institute of Science, Bangalore \u2013 560012, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Systems Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electronic Systems Engineering, Indian Institute of Science, Bangalore \u2013 560012, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020876242","display_name":"Madhuri Sheethala Iyer","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhuri S. Iyer","raw_affiliation_strings":["Dept. of Electronic Systems Engg., Indian Institute of Science, Bangalore, India","Department of Electronic Systems Engineering, Indian Institute of Science, Bangalore \u2013 560012, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Systems Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electronic Systems Engineering, Indian Institute of Science, Bangalore \u2013 560012, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110648785","display_name":"T. V. Prabhakar","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T. V. Prabhakar","raw_affiliation_strings":["Dept. of Electronic Systems Engg., Indian Institute of Science, Bangalore, India","Department of Electronic Systems Engineering, Indian Institute of Science, Bangalore \u2013 560012, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Systems Engg., Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electronic Systems Engineering, Indian Institute of Science, Bangalore \u2013 560012, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5033459173"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":1.3579,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8286041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9858999848365784,"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/computer-science","display_name":"Computer science","score":0.7037632465362549},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6760925650596619},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5269131064414978},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.49220386147499084},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.487925261259079},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4858491122722626},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.45562270283699036},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4382718801498413},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4313373863697052},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4119640290737152},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3256129026412964},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.18154290318489075}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7037632465362549},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6760925650596619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5269131064414978},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.49220386147499084},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.487925261259079},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4858491122722626},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.45562270283699036},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4382718801498413},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4313373863697052},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4119640290737152},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3256129026412964},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.18154290318489075},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/issnip.2015.7106914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issnip.2015.7106914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.iisc.ac.in:54551","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196309","display_name":"NOT FOUND REPOSITORY (Indian Institute of Science Bangalore)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2000489904","https://openalex.org/W2011952230","https://openalex.org/W2020648089","https://openalex.org/W2058682657","https://openalex.org/W2072054122","https://openalex.org/W2122292214","https://openalex.org/W2163736226","https://openalex.org/W6678311395"],"related_works":["https://openalex.org/W2130674020","https://openalex.org/W4396689146","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W2387580700","https://openalex.org/W2004826645","https://openalex.org/W2746581472","https://openalex.org/W60934498","https://openalex.org/W2899285606","https://openalex.org/W1980222719"],"abstract_inverted_index":{"The":[0,44,106,124,151,198],"development":[1],"of":[2,40,50,75,89,97,101,117,138,142,176,211],"a":[3,41,51,61,69,81,114,139,148,160],"Passive":[4],"Infra-Red":[5],"(PIR)":[6],"sensing":[7],"based":[8],"intrusion":[9],"detection":[10],"system":[11,45],"is":[12,95],"presented":[13],"here":[14],"having":[15],"the":[16,38,48,66,73,87,132,136,181],"ability":[17],"to":[18,33,112,128,159,169,194],"reject":[19],"vegetative":[20],"clutter":[21],"and":[22,26,55,91,103,147,205],"distinguish":[23],"between":[24],"human":[25,102],"animal":[27,79],"intrusions.":[28],"This":[29,167],"has":[30],"potential":[31],"application":[32],"reducing":[34],"human-animal":[35],"conflicts":[36],"in":[37,122,209],"vicinity":[39],"wildlife":[42],"park.":[43],"takes":[46],"on":[47,158],"form":[49],"sensor-tower":[52],"platform":[53,67],"(STP)":[54],"was":[56,84,109,155,171,208],"developed":[57],"in-house.":[58],"It":[59],"employs":[60],"sensor":[62],"array":[63],"that":[64,94,119,130],"endows":[65],"with":[68,86,202],"spatial-resolution":[70],"capability.":[71],"Given":[72],"difficulty":[74],"collecting":[76],"data":[77,108,178,207],"involving":[78],"motion,":[80],"simulation":[82],"tool":[83],"created":[85],"aid":[88],"Blender":[90],"OpenGL":[92],"software":[93],"capable":[96],"quickly":[98],"generating":[99],"streams":[100],"animal-intrusion":[104],"data.":[105],"generated":[107],"then":[110,156],"examined":[111],"identify":[113],"suitable":[115],"collection":[116],"features":[118,125],"are":[120],"useful":[121],"classification.":[123,166],"selected":[126],"corresponded":[127],"parameters":[129],"model":[131],"received":[133],"signal":[134],"as":[135,188,190],"super-imposition":[137],"fixed":[140],"number":[141],"chirplets,":[143],"an":[144],"energy":[145],"signature":[146],"cross-correlation":[149],"parameter.":[150],"resultant":[152],"feature":[153],"vector":[154],"passed":[157],"Support":[161],"Vector":[162],"Machine":[163],"(SVM)":[164],"for":[165],"approach":[168],"classification":[170,191,200],"validated":[172],"by":[173,180],"making":[174],"use":[175],"real-world":[177],"collected":[179],"STP":[182,186],"which":[183],"showed":[184],"both":[185,203],"design":[187],"well":[189],"technique":[192],"employed":[193],"be":[195],"quite":[196],"effective.":[197],"average":[199],"accuracy":[201],"real":[204],"simulated":[206],"excess":[210],"94%.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
