Active Noise Control Using Modified FsLMS and Hybrid PSOFF Algorithm
Active noise control is an efficient technique for noise cancellation of the system, which has been defined in this paper with the aid of Modified Filtered-s Least Mean Square (MFsLMS) algorithm. The Hybrid Particle Swarm Optimization and Firefly (HPSOFF) algorithm are used to identify the stability...
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| Format: | Article |
| Language: | English |
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MDPI AG
2018-04-01
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| Series: | Applied Sciences |
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| Online Access: | http://www.mdpi.com/2076-3417/8/5/686 |
| _version_ | 1818672755439042560 |
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| author | Ranjan Walia Smarajit Ghosh |
| author_facet | Ranjan Walia Smarajit Ghosh |
| author_sort | Ranjan Walia |
| collection | DOAJ |
| description | Active noise control is an efficient technique for noise cancellation of the system, which has been defined in this paper with the aid of Modified Filtered-s Least Mean Square (MFsLMS) algorithm. The Hybrid Particle Swarm Optimization and Firefly (HPSOFF) algorithm are used to identify the stability factor of the MFsLMS algorithm. The computational difficulty of the modified algorithm is reduced when compared with the original Filtered-s Least Mean Square (FsLMS) algorithm. The noise sources are removed from the signal and it is compared with the existing FsLMS algorithm. The performance of the system is established with the normalized mean square error for two different types of noises. The proposed method has also been compared with the existing algorithms for the same purposes. |
| first_indexed | 2024-12-17T07:44:56Z |
| format | Article |
| id | doaj.art-4b468595619b468f915c5270c30fbb58 |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-12-17T07:44:56Z |
| publishDate | 2018-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-4b468595619b468f915c5270c30fbb582022-12-21T21:58:02ZengMDPI AGApplied Sciences2076-34172018-04-018568610.3390/app8050686app8050686Active Noise Control Using Modified FsLMS and Hybrid PSOFF AlgorithmRanjan Walia0Smarajit Ghosh1Department of Electrical and Instrumentation Engineering, Thapar Institute of Engineering and Technology, Patiala 147004, Punjab, IndiaDepartment of Electrical and Instrumentation Engineering, Thapar Institute of Engineering and Technology, Patiala 147004, Punjab, IndiaActive noise control is an efficient technique for noise cancellation of the system, which has been defined in this paper with the aid of Modified Filtered-s Least Mean Square (MFsLMS) algorithm. The Hybrid Particle Swarm Optimization and Firefly (HPSOFF) algorithm are used to identify the stability factor of the MFsLMS algorithm. The computational difficulty of the modified algorithm is reduced when compared with the original Filtered-s Least Mean Square (FsLMS) algorithm. The noise sources are removed from the signal and it is compared with the existing FsLMS algorithm. The performance of the system is established with the normalized mean square error for two different types of noises. The proposed method has also been compared with the existing algorithms for the same purposes.http://www.mdpi.com/2076-3417/8/5/686active noise eliminationMFsLMS algorithmmultichannel ANCHPSOFF |
| spellingShingle | Ranjan Walia Smarajit Ghosh Active Noise Control Using Modified FsLMS and Hybrid PSOFF Algorithm Applied Sciences active noise elimination MFsLMS algorithm multichannel ANC HPSOFF |
| title | Active Noise Control Using Modified FsLMS and Hybrid PSOFF Algorithm |
| title_full | Active Noise Control Using Modified FsLMS and Hybrid PSOFF Algorithm |
| title_fullStr | Active Noise Control Using Modified FsLMS and Hybrid PSOFF Algorithm |
| title_full_unstemmed | Active Noise Control Using Modified FsLMS and Hybrid PSOFF Algorithm |
| title_short | Active Noise Control Using Modified FsLMS and Hybrid PSOFF Algorithm |
| title_sort | active noise control using modified fslms and hybrid psoff algorithm |
| topic | active noise elimination MFsLMS algorithm multichannel ANC HPSOFF |
| url | http://www.mdpi.com/2076-3417/8/5/686 |
| work_keys_str_mv | AT ranjanwalia activenoisecontrolusingmodifiedfslmsandhybridpsoffalgorithm AT smarajitghosh activenoisecontrolusingmodifiedfslmsandhybridpsoffalgorithm |