Title of article :
ML parameter estimation of a multiscale stochastic process using the EM algorithm
Author/Authors :
Kannan، نويسنده , , A.، نويسنده , , Ostendorf، نويسنده , , M.، نويسنده , , Karl، نويسنده , , W.C.، نويسنده , , Castanon، نويسنده , , D.A.، نويسنده , , Fish، نويسنده , , R.K.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2000
Pages :
5
From page :
1836
To page :
1840
Abstract :
An algorithm for estimation of the parameters of a multiscale stochastic process based on scale-recursive dynamics on trees is presented. The expectation-maximization algorithm is used to provide maximum likelihood estimates for the general case of a nonhomogeneous tree with no fixed structure for the process dynamics. Experimental results are presented using synthetic data.
Keywords :
Maximum likelihood parameter estimation , multiscaleprocess.
Journal title :
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Serial Year :
2000
Journal title :
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Record number :
403308
Link To Document :
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