Title :
New super-exponential iteration blind equalization algorithm for underwater acoustic communications
Author :
Ning, Xiao-ling ; Liu, Zhong ; Liu, Zhi-kun ; Zhang, Lin-sen
Author_Institution :
Coll. of Electron. Eng., Naval Univ. of Eng., Wuhan, China
Abstract :
A new super-exponential decision feedback blind equalization algorithm is proposed in this paper. In comparison with the conventional SEI-DFE equalization algorithm, the proposed algorithm presents a new fast convergence weight update error function. Therefore, phase compensation ability and steady-state Mean Square Error (MSE) performance have been increased, but they don´t significantly increase the computational complexity. At the same time, a second order digital phase-locked loop is introduced in order to track and compensate phase rotation. The MSE and carrier recovery performance of the proposed algorithm are better than that of the SEI-DFE algorithm, which is verified by computer simulation. In addition, the MULAN Lake experiment shows that the performance of the proposed algorithm is better than that of the SEI-DFE algorithm in terms of Bit Error Rate (BER) by comparing the influences causing filter weight vector length, step size and Q matrix size.
Keywords :
blind equalisers; computational complexity; convergence; decision feedback equalisers; digital phase locked loops; iterative methods; matrix algebra; underwater acoustic communication; BER; MSE performance; MULAN lake experiment; Q matrix size; bit error rate; carrier recovery performance; computational complexity; computer simulation; conventional SEI-DFE equalization algorithm; digital phase-locked loop; fast convergence weight update error function; filter weight vector length; phase compensation ability; phase rotation; steady-state mean square error performance; step size; super-exponential decision feedback blind equalization algorithm; super-exponential iteration blind equalization algorithm; underwater acoustic communications; Bit error rate; Blind equalizers; Convergence; Decision feedback equalizers; Underwater acoustics; Vectors; blind equalization; decision feedback; digital phase-locked loop; super-exponential; underwater acoustic communication;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2011 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-61284-879-2
DOI :
10.1109/IASP.2011.6109086