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Book Chapter

Tracking Non-Stationary Parameters

  • Benveniste A
  • Métivier M
  • Priouret P
Springer Berlin Heidelberg, (1990), 120-164
DOI: 10.1007/978-3-642-75894-2_5
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Abstract

Here we come to the very heart of the subject, namely an analysis of adaptive algorithms in the context in which they are mainly used (as described in Chapter 1). Throughout this chapter the ``true'' parameter $θ$ * will be considered to be time-varying.

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Benveniste, A., Métivier, M., & Priouret, P. (1990). Tracking Non-Stationary Parameters. In Adaptive Algorithms and Stochastic Approximations (pp. 120–164). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-75894-2_5

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