Recursive Identification of IIR Systems with Multilevel Output Quantization and Lossy Memoryless Channels with Transmission Errors

Three gradient type algorithms for the recursive identification of Infinite Impulse Response (IIR) systems represented by orthonormal bases, whose outputs are subject to multilevel quantization and observed after transmission through lossy memoryless channels with transmission errors, are presented...

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Bibliographic Details
Published inIFAC-PapersOnLine Vol. 51; no. 15; pp. 909 - 914
Main Author Gómez, Juan Carlos
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 2018
Subjects
Communication channels
Gradient Type Algorithms
Quantized Data
Recursive Identification
Gradient Type Algorithms
Recursive Identification
Communication channels
Quantized Data
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ISSN2405-8963
2405-8963
DOI10.1016/j.ifacol.2018.09.078

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Summary:Three gradient type algorithms for the recursive identification of Infinite Impulse Response (IIR) systems represented by orthonormal bases, whose outputs are subject to multilevel quantization and observed after transmission through lossy memoryless channels with transmission errors, are presented in this paper. The consistency of the estimates as well as the convergence of the algorithms are analyzed. The performance of the proposed algorithms is illustrated through simulation examples.
ISSN:2405-8963
2405-8963
DOI:10.1016/j.ifacol.2018.09.078