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    On the Identification of Noise Covariances in Continuous Linear Systems

    Source: Journal of Dynamic Systems, Measurement, and Control:;1976:;volume( 098 ):;issue: 003::page 296
    Author:
    T. Yoshimura
    ,
    T. Soeda
    DOI: 10.1115/1.3427038
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper is concerned with an approach for identifying the input and observation noise covariances in continuous linear systems. The estimates of noise covariances are evaluated as the mean squares of Brownian motion processes conditioned upon all the available observation data. The suboptimal solutions are obtained in the sense that the differential equations for the evolution of the estimates are derived. Numerical examples for a simple system indicate acceptable performance of the proposed method.
    keyword(s): Noise (Sound) , Linear systems , Brownian motion AND Differential equations ,
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      On the Identification of Noise Covariances in Continuous Linear Systems

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    http://yetl.yabesh.ir/yetl1/handle/yetl/88458
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    contributor authorT. Yoshimura
    contributor authorT. Soeda
    date accessioned2017-05-08T23:00:22Z
    date available2017-05-08T23:00:22Z
    date copyrightSeptember, 1976
    date issued1976
    identifier issn0022-0434
    identifier otherJDSMAA-26039#296_1.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/88458
    description abstractThis paper is concerned with an approach for identifying the input and observation noise covariances in continuous linear systems. The estimates of noise covariances are evaluated as the mean squares of Brownian motion processes conditioned upon all the available observation data. The suboptimal solutions are obtained in the sense that the differential equations for the evolution of the estimates are derived. Numerical examples for a simple system indicate acceptable performance of the proposed method.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleOn the Identification of Noise Covariances in Continuous Linear Systems
    typeJournal Paper
    journal volume98
    journal issue3
    journal titleJournal of Dynamic Systems, Measurement, and Control
    identifier doi10.1115/1.3427038
    journal fristpage296
    journal lastpage300
    identifier eissn1528-9028
    keywordsNoise (Sound)
    keywordsLinear systems
    keywordsBrownian motion AND Differential equations
    treeJournal of Dynamic Systems, Measurement, and Control:;1976:;volume( 098 ):;issue: 003
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
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