Journal of Systems Engineering and Electronics
• ELECTRONICS TECHNOLOGY •
Xu Wang1, Tao Yang1, and Bo Hu1,2,*
To remove the scalar ambiguity in conventional blind channel estimation algorithms, totally blind channel estimation (TBCE) is proposed by using multiple constellations. To estimate the unknown scalar, its phase is decomposed into a fractional phase and an integer phase. However, the maximum-likelihood (ML) algorithm for the fractional phase does not have closed-form solutions and suffers from high computational complexity. By exploring the structures of widely used constellations, this paper proposes a low-complexity fractional phase estimation algorithm which requires no exhaustive search. Analytical expressions of the asymptotic mean squared error (MSE) are also derived. The theoretical analysis and simulation results indicate that the proposed fractional phase estimation algorithm exhibits almost the same performance as the ML algorithm but with significantly reduced computational burden.
Xu Wang, Tao Yang, and Bo Hu. Low-complexity fractional phase estimation for totally blind channel estimation[J]. Journal of Systems Engineering and Electronics, doi: 10.1109/JSEE.2015.00028.
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