An Analysis of the Bidirectional LMS Algorithm over Fast-Fading Channels
IEEE TRANSACTIONS ON COMMUNICATIONS, cilt.60, sa.7, ss.1759-1764, 2012 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 60 Sayı: 7
- Basım Tarihi: 2012
- Doi Numarası: 10.1109/tcomm.2012.050812.110116
- Dergi Adı: IEEE TRANSACTIONS ON COMMUNICATIONS
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Sayfa Sayıları: ss.1759-1764
- Anahtar Kelimeler: Time-varying channels, adaptive estimation, least mean square methods, mean square error methods, fading channels, LEARNING CHARACTERISTICS, ADAPTIVE FILTER, MODULATION, TRACKING
- Orta Doğu Teknik Üniversitesi Adresli: Evet
Özet
A bidirectional LMS algorithm is considered for estimation of fast frequency-selective time-varying channels with a promise of near optimal tracking performance and robustness to parameter imperfections under various scenarios at a practical level of complexity. The performance of the algorithm is verified by the theoretical steady-state MSE analysis and experimental bit error rate (BER) results.