Description
Theory and techniques of adaptive filtering, including Wiener filters, gradient and LMS methods; adaptive transversal and lattice filters; recursive and fast recursive least squares; convergence and tracking performance; implementation. Applications, such as adaptive prediction, channel equalization, echo cancellation, source coding, antenna beamforming, spectral estimation.
Prerequisites
- Prerequisite(s): SYSC 5503 (ELG 5503)or ELG 5119 ( EACJ 5109 ) or equivalent; SYSC 5602 (ELG 6162) or ELG 5376 ( EACJ 5507 ) or equivalent.
Conditions and arrangements
- Precludes additional credit for Precludes additional credit for EACJ 5800 (ELG 5377).
- Prerequisite(s): SYSC 5503 (ELG 5503)or ELG 5119 ( EACJ 5109 ) or equivalent; SYSC 5602 (ELG 6162) or ELG 5376 ( EACJ 5507 ) or equivalent.
Reference text in its original language
Theory and techniques of adaptive filtering, including Wiener filters, gradient and LMS methods; adaptive transversal and lattice filters; recursive and fast recursive least squares; convergence and tracking performance; implementation. Applications, such as adaptive prediction, channel equalization, echo cancellation, source coding, antenna beamforming, spectral estimation.
- Prerequisite(s): SYSC 5503 (ELG 5503)or ELG 5119 ( EACJ 5109 ) or equivalent; SYSC 5602 (ELG 6162) or ELG 5376 ( EACJ 5507 ) or equivalent.
- Precludes additional credit for Precludes additional credit for EACJ 5800 (ELG 5377).
Sources and references
Dates and sources are retained to help you verify the information. Translations are provided to facilitate reading; the official source governs conditions and requirements.
Source reference : https://calendar.carleton.ca/grad/courses/SYSC/