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11328 (v.3) Adaptive Signal Processing 611
Area: | Department of Electrical and Computer Engineering |
Contact Hours: | 3.0 |
Credits: | 25.0 |
Lecture: | 1 x 2 Hours Weekly |
Practical: | 1 x 1 Hours Weekly |
Prerequisite(s): | 11341 (v.3) Stochastic Processes for Telecommunications Systems 601 or any previous version
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| Rationale for adaptive filters. Examples of applications - echo cancellation, adaptive antenna arrays, systems identification, equalisations. Linear optimum filtering and spectral estimation - Wiener filtering, eigenvector techniques, linear prediction and Kalman filters. Iterative optimisation techniques - steepest descent, projected gradient, perturbation, Newton - Raphson acceleration, convergence. Stochastic gradient and recursive least algorithms - convergence analysis, misadjustment analysis, finite precision effects. |
Availability
| Year | Location | Period | Internal | Area External | Central External | | 2003 | Bentley Campus | Semester 1 | Y | | | | 2003 | Bentley Campus | Semester 2 | Y | | |
- Area External refers to external course/units run by the School or Department, offered online or through Web CT, or offered by research.
- Central External refers to external course/units run through the Curtin Bentley-based Distance Education Area. |
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