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herzet-wymeersch-moeneclaey-vandendorpe-2007.pdf
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- Abstract
- In this letter, we address the issue of symbol timing recovery for a coded burst transmission system. As direct maximum-likelihood (ML) estimation is intractable, we resort to the expectation-maximization (EM) algorithm in order to derive a receiver that iterates between data detection and synchronization. Conventional data-aided (DA) and decision-directed (DD) synchronizers can be interpreted as special cases of the proposed algorithm. The EM-based technique takes into account code properties and is especially well suited to scenarios where conventional schemes fail to provide the detector with a reliable timing estimate. The performance of the proposed algorithm is compared with conventional techniques through computer simulations, both in terms of mean-square estimation error (MSEE) and bit error rate (BER).
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Citations
Herzet, C., Wymeersch, H., Moeneclaey, M., & Vandendorpe, L. (2007). On maximum-likelihood timing synchronization. IEEE Transactions on Communications, 55(6), 1116-1119. https://doi.org/10.1109/TCOMM.2007.898863 (Original work published 2007)
