Title :
Algorithms for iterative phase noise estimation based on a truncated DCT expansion
Author :
Bhatti, Jabran ; Noels, Nele ; Moeneclaey, Marc
Author_Institution :
Dept. of Telecommun. & Inf. Process., Ghent Univ., Ghent, Belgium
Abstract :
We present two phase noise estimation algorithms for single-carrier burst communications. The first and second estimation techniques (denoted as PEA1 and PEA2 respectively) are based on a truncated discrete cosine transform (DCT) basis expansion of the phase noise and of the corresponding phasor, respectively and do not require any knowledge of the phase noise statistics. An initial pilot-based estimate is iteratively improved by means of the expectation-maximization algorithm, yielding a soft-decision-directed phase noise estimate. The performances of PEA1 and PEA2 are compared in terms of the mean-square phase error and bit-error rate. Numerical results show that PEA2 outperforms PEA1 for practical values of the signal-to-noise ratio.
Keywords :
channel estimation; discrete cosine transforms; error statistics; expectation-maximisation algorithm; phase noise; telecommunication networks; bit-error rate; expectation-maximization algorithm; iterative phase noise estimation algorithm; signal-to-noise ratio; single-carrier burst communications; truncated DCT expansion; truncated discrete cosine transform; Algorithm design and analysis; Bit error rate; Discrete cosine transforms; Estimation; Phase estimation; Phase noise; Signal processing algorithms;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2011 IEEE 12th International Workshop on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4244-9333-3
Electronic_ISBN :
1948-3244
DOI :
10.1109/SPAWC.2011.5990465