A robust family of algorithms for adaptive filtering based on the arctangent framework

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dc.contributor.advisor
dc.contributor.author Kumar, Krishna
dc.contributor.author Pandey, Rajlaxmi
dc.contributor.author Bora, Sanjay Singh
dc.contributor.author George, Nithin V.
dc.coverage.spatial United States of America
dc.date.accessioned 2021-12-01T13:18:11Z
dc.date.available 2021-12-01T13:18:11Z
dc.date.issued 2022-03
dc.identifier.citation Kumar, Krishna; Pandey, Rajlaxmi; Bora, Sanjay Singh and George, Nithin V., “A robust family of algorithms for adaptive filtering based on the arctangent framework”, IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2021.3129536, vol. 69, no. 3, pp. 1967-1971, Mar. 2022. en_US
dc.identifier.issn 1558-3791
dc.identifier.issn 1549-7747
dc.identifier.uri https://doi.org/10.1109/TCSII.2021.3129536
dc.identifier.uri https://repository.iitgn.ac.in/handle/123456789/7316
dc.description.abstract This brief introduces a novel cost function framework for developing robust algorithms for adaptive filtering by embedding the standard cost function into the arctangent framework. This proposed framework is called the arctangent cost function framework. Based on this, we propose an arctangent family of robust algorithms for adaptive filtering. The performance of the proposed family of algorithms is tested through simulation studies in system identification scenarios that confirm the enhanced performance achieved by the arctangent family of algorithms over standard algorithms
dc.description.statementofresponsibility by Krishna Kumar, Rajlaxmi Pandey, Sanjay Singh Bora and Nithin V. George
dc.format.extent vol. 69, no. 3, pp. 1967-1971
dc.language.iso en_US en_US
dc.publisher Institute of Electrical and Electronics Engineers en_US
dc.subject Robust adaptive filter en_US
dc.subject Hyperbolic function en_US
dc.subject System identification en_US
dc.subject Impulsive noise en_US
dc.subject Correntropy en_US
dc.title A robust family of algorithms for adaptive filtering based on the arctangent framework en_US
dc.type Article en_US
dc.relation.journal IEEE Transactions on Circuits and Systems II: Express Briefs


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