Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200313306> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4200313306 abstract "Latest advances in modern society together with the increase of the population living in urban areas have transformed these environments into noisy spaces. Current regulations limit the amount of noise-per-source that can impact the population. Hence, automatically identifying acoustic events in urban environments is of great interest for public administrations to preserve citizens' health. Therefore, alternatives that are typically composed of expensive sensing devices committed to individually survey a specific area have been researched. The purpose of this paper is to assess the performance of an alternative approach composed of a low-cost acoustic wireless sensor network that takes advantage of physical redundancy. Specifically, the evaluated system incorporates a deep neural network running in each sensor node and a distributed consensus protocol that implements a set of heuristics to benefit from the classification results of neighboring nodes surveying the same area (i.e., physical redundancy). To evaluate this system, real-world acoustic data were collected simultaneously from four different spots of the same crossroad in the centre of Barcelona and further processed by the system. Obtained results suggest that physical redundancy of sensors improves the classifier's confidence and increases the classification accuracy." @default.
- W4200313306 created "2021-12-31" @default.
- W4200313306 creator A5019804702 @default.
- W4200313306 creator A5029958990 @default.
- W4200313306 creator A5074265530 @default.
- W4200313306 date "2021-09-05" @default.
- W4200313306 modified "2023-09-23" @default.
- W4200313306 title "Improving classification accuracy of acoustic real-world urban data using sensors physical redundancy" @default.
- W4200313306 cites W169062460 @default.
- W4200313306 cites W2038484192 @default.
- W4200313306 cites W2066007625 @default.
- W4200313306 cites W2405742595 @default.
- W4200313306 cites W2771938996 @default.
- W4200313306 cites W2912056372 @default.
- W4200313306 cites W2916626763 @default.
- W4200313306 cites W2920970828 @default.
- W4200313306 cites W2950626431 @default.
- W4200313306 cites W3089489090 @default.
- W4200313306 cites W3112740424 @default.
- W4200313306 doi "https://doi.org/10.1109/iscc53001.2021.9631402" @default.
- W4200313306 hasPublicationYear "2021" @default.
- W4200313306 type Work @default.
- W4200313306 citedByCount "0" @default.
- W4200313306 crossrefType "proceedings-article" @default.
- W4200313306 hasAuthorship W4200313306A5019804702 @default.
- W4200313306 hasAuthorship W4200313306A5029958990 @default.
- W4200313306 hasAuthorship W4200313306A5074265530 @default.
- W4200313306 hasConcept C111919701 @default.
- W4200313306 hasConcept C124101348 @default.
- W4200313306 hasConcept C127705205 @default.
- W4200313306 hasConcept C144024400 @default.
- W4200313306 hasConcept C149923435 @default.
- W4200313306 hasConcept C152124472 @default.
- W4200313306 hasConcept C154945302 @default.
- W4200313306 hasConcept C24590314 @default.
- W4200313306 hasConcept C2908647359 @default.
- W4200313306 hasConcept C31258907 @default.
- W4200313306 hasConcept C41008148 @default.
- W4200313306 hasConcept C50644808 @default.
- W4200313306 hasConcept C555944384 @default.
- W4200313306 hasConcept C76155785 @default.
- W4200313306 hasConcept C79403827 @default.
- W4200313306 hasConcept C95623464 @default.
- W4200313306 hasConceptScore W4200313306C111919701 @default.
- W4200313306 hasConceptScore W4200313306C124101348 @default.
- W4200313306 hasConceptScore W4200313306C127705205 @default.
- W4200313306 hasConceptScore W4200313306C144024400 @default.
- W4200313306 hasConceptScore W4200313306C149923435 @default.
- W4200313306 hasConceptScore W4200313306C152124472 @default.
- W4200313306 hasConceptScore W4200313306C154945302 @default.
- W4200313306 hasConceptScore W4200313306C24590314 @default.
- W4200313306 hasConceptScore W4200313306C2908647359 @default.
- W4200313306 hasConceptScore W4200313306C31258907 @default.
- W4200313306 hasConceptScore W4200313306C41008148 @default.
- W4200313306 hasConceptScore W4200313306C50644808 @default.
- W4200313306 hasConceptScore W4200313306C555944384 @default.
- W4200313306 hasConceptScore W4200313306C76155785 @default.
- W4200313306 hasConceptScore W4200313306C79403827 @default.
- W4200313306 hasConceptScore W4200313306C95623464 @default.
- W4200313306 hasFunder F4320321505 @default.
- W4200313306 hasLocation W42003133061 @default.
- W4200313306 hasOpenAccess W4200313306 @default.
- W4200313306 hasPrimaryLocation W42003133061 @default.
- W4200313306 hasRelatedWork W1583236647 @default.
- W4200313306 hasRelatedWork W1907329493 @default.
- W4200313306 hasRelatedWork W2137943699 @default.
- W4200313306 hasRelatedWork W2150690310 @default.
- W4200313306 hasRelatedWork W2351506403 @default.
- W4200313306 hasRelatedWork W2354135443 @default.
- W4200313306 hasRelatedWork W2520720843 @default.
- W4200313306 hasRelatedWork W2905319719 @default.
- W4200313306 hasRelatedWork W3186949554 @default.
- W4200313306 hasRelatedWork W4247765845 @default.
- W4200313306 isParatext "false" @default.
- W4200313306 isRetracted "false" @default.
- W4200313306 workType "article" @default.