A Novel Approach for Blind Channel Equalization

OZEN A., GÜNER A., ÇAKIR Ö., TUĞCU E., Soysal B., KAYA İ.

4th International Conference on Intelligent Computing, Shanghai, Çin, 15 - 18 Eylül 2008, cilt.5227, ss.347-349 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 5227
  • Doi Numarası: 10.1007/978-3-540-85984-0_43
  • Basıldığı Şehir: Shanghai
  • Basıldığı Ülke: Çin
  • Sayfa Sayıları: ss.347-349
  • Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

The Constant Modulus Algorithm (CMA), while the most commonly used blind equalization technique, converges very slowly. The convergence rate of the CMA is quite sensitive to the adjustment of the step size parameter used in the update equation as in the Least Mean Squares (LMS) algorithm. A novel approach in adjusting the step size of the CMA using the fuzzy logic based outer loop controller is presented in this paper. It also presents a computational study and simulation results of this newly proposed algorithm compared to other variable step size CMA such as conventional CMA, Normalized CMA (N-CMA) [1], Modified CMA (M-CMA) [2], CMA-Soft Decision Directed (CMA-SDD) [3]. The simulation results have demonstrated that the proposed algorithm has considerably better performance than others.