Outlier Detection for Sensor Systems (ODSS): A MATLAB Macro for Evaluating Microphone Sensor Data Quality
| dc.contributor.author | Vasta, Robert | en |
| dc.contributor.author | Crandell, Ian | en |
| dc.contributor.author | Millican, Anthony J. | en |
| dc.contributor.author | House, Leanna L. | en |
| dc.contributor.author | Smith, Eric | en |
| dc.contributor.department | Mathematics | en |
| dc.date.accessioned | 2017-11-29T20:22:10Z | en |
| dc.date.available | 2017-11-29T20:22:10Z | en |
| dc.date.issued | 2017-10-13 | en |
| dc.date.updated | 2017-11-24T11:58:56Z | en |
| dc.description.abstract | Microphone sensor systems provide information that may be used for a variety of applications. Such systems generate large amounts of data. One concern is with microphone failure and unusual values that may be generated as part of the information collection process. This paper describes methods and a MATLAB graphical interface that provides rapid evaluation of microphone performance and identifies irregularities. The approach and interface are described. An application to a microphone array used in a wind tunnel is used to illustrate the methodology. | en |
| dc.description.version | Published version | en |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | Vasta, R.; Crandell, I.; Millican, A.; House, L.; Smith, E. Outlier Detection for Sensor Systems (ODSS): A MATLAB Macro for Evaluating Microphone Sensor Data Quality. Sensors 2017, 17, 2329. | en |
| dc.identifier.doi | https://doi.org/10.3390/s17102329 | en |
| dc.identifier.uri | http://hdl.handle.net/10919/80566 | en |
| dc.language.iso | en | en |
| dc.publisher | MDPI | en |
| dc.rights | Creative Commons Attribution 4.0 International | en |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | en |
| dc.subject | outliers | en |
| dc.subject | anomalies | en |
| dc.subject | acoustic arrays | en |
| dc.subject | analytics | en |
| dc.title | Outlier Detection for Sensor Systems (ODSS): A MATLAB Macro for Evaluating Microphone Sensor Data Quality | en |
| dc.title.serial | Sensors | en |
| dc.type | Article - Refereed | en |
| dc.type.dcmitype | Text | en |