Active noise profiling system development and algorithm implementation in a passenger car

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    1 Citation (Scopus)

    Abstract

    A multi-channel narrowband feedforward Active Noise Profiling (ANP) system using a modified Filtered-x Least Mean Squares (FXLMS) algorithm has been developed in a passenger car to profile the low-frequency noise components. In practice, the performance of the ANP system will be affected mainly by the accuracy of the plant estimate, the convergence speed, and also the robustness of the ANP algorithm. During the first experiments, the practical ANP system has already been proven to some extent to be effective to modify the periodic noise, specifically the 2nd order engine harmonic. However, because of the complexity of acoustic environment inside the car and the frequency dependent convergence behavior of the algorithm, more work needs to be focused on the optimization of plant estimate and the ANP algorithm to improve the performance of the ANP system
    Original languageEnglish
    Title of host publicationProceedings of 39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010
    Pages4816-4823
    Volume6
    Publication statusPublished - 2010
    MoE publication typeA4 Article in a conference publication
    Event39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010 - Lisbon, Portugal
    Duration: 13 Jun 201016 Jun 2010

    Conference

    Conference39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010
    CountryPortugal
    CityLisbon
    Period13/06/1016/06/10

    Fingerprint

    Passenger cars
    Railroad cars
    Acoustics
    Engines
    Experiments

    Keywords

    • Active Noise Profiling
    • algorithm implementation
    • passenger car
    • system development

    Cite this

    Zou, G., Antila, M., & Kataja, J. (2010). Active noise profiling system development and algorithm implementation in a passenger car. In Proceedings of 39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010 (Vol. 6, pp. 4816-4823)
    Zou, Guangrong ; Antila, Marko ; Kataja, Jari. / Active noise profiling system development and algorithm implementation in a passenger car. Proceedings of 39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010. Vol. 6 2010. pp. 4816-4823
    @inproceedings{713c30cfc83145e598e2bde722d2a294,
    title = "Active noise profiling system development and algorithm implementation in a passenger car",
    abstract = "A multi-channel narrowband feedforward Active Noise Profiling (ANP) system using a modified Filtered-x Least Mean Squares (FXLMS) algorithm has been developed in a passenger car to profile the low-frequency noise components. In practice, the performance of the ANP system will be affected mainly by the accuracy of the plant estimate, the convergence speed, and also the robustness of the ANP algorithm. During the first experiments, the practical ANP system has already been proven to some extent to be effective to modify the periodic noise, specifically the 2nd order engine harmonic. However, because of the complexity of acoustic environment inside the car and the frequency dependent convergence behavior of the algorithm, more work needs to be focused on the optimization of plant estimate and the ANP algorithm to improve the performance of the ANP system",
    keywords = "Active Noise Profiling, algorithm implementation, passenger car, system development",
    author = "Guangrong Zou and Marko Antila and Jari Kataja",
    year = "2010",
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    isbn = "978-161782396-1",
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    }

    Zou, G, Antila, M & Kataja, J 2010, Active noise profiling system development and algorithm implementation in a passenger car. in Proceedings of 39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010. vol. 6, pp. 4816-4823, 39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010, Lisbon, Portugal, 13/06/10.

    Active noise profiling system development and algorithm implementation in a passenger car. / Zou, Guangrong; Antila, Marko; Kataja, Jari.

    Proceedings of 39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010. Vol. 6 2010. p. 4816-4823.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    N2 - A multi-channel narrowband feedforward Active Noise Profiling (ANP) system using a modified Filtered-x Least Mean Squares (FXLMS) algorithm has been developed in a passenger car to profile the low-frequency noise components. In practice, the performance of the ANP system will be affected mainly by the accuracy of the plant estimate, the convergence speed, and also the robustness of the ANP algorithm. During the first experiments, the practical ANP system has already been proven to some extent to be effective to modify the periodic noise, specifically the 2nd order engine harmonic. However, because of the complexity of acoustic environment inside the car and the frequency dependent convergence behavior of the algorithm, more work needs to be focused on the optimization of plant estimate and the ANP algorithm to improve the performance of the ANP system

    AB - A multi-channel narrowband feedforward Active Noise Profiling (ANP) system using a modified Filtered-x Least Mean Squares (FXLMS) algorithm has been developed in a passenger car to profile the low-frequency noise components. In practice, the performance of the ANP system will be affected mainly by the accuracy of the plant estimate, the convergence speed, and also the robustness of the ANP algorithm. During the first experiments, the practical ANP system has already been proven to some extent to be effective to modify the periodic noise, specifically the 2nd order engine harmonic. However, because of the complexity of acoustic environment inside the car and the frequency dependent convergence behavior of the algorithm, more work needs to be focused on the optimization of plant estimate and the ANP algorithm to improve the performance of the ANP system

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    Zou G, Antila M, Kataja J. Active noise profiling system development and algorithm implementation in a passenger car. In Proceedings of 39th International Congress on Noise Control Engineering 2010, INTER-NOISE 2010. Vol. 6. 2010. p. 4816-4823