Paper: | SPCOM-P5.3 |
Session: | Synchronization |
Time: | Wednesday, May 17, 10:00 - 12:00 |
Presentation: |
Poster
|
Topic: |
Signal Processing for Communication: Acquisition, synchronization and tracking |
Title: |
ITERATIVE SYNCHRONIZATION:EM ALGORITHM VERSUS NEWTON-RAPHSON METHOD |
Authors: |
Cédric Herzet, Xavier Wautelet, Valéry Ramon, Luc Vandendorpe, Université Catholique de Louvain, Belgium |
Abstract: |
This paper deals with iterative maximum-likelihood synchronization of a scalar parameter. An efficient implementation of the Newton-Raphson (NR) maximum-search method is proposed. Considering the latter implementation, the NR approach is shown to be an attractive alternative to synchronization methods based on the expectation-maximization (EM) algorithm. Simulation results for the case of phase-offset synchronization show that NR method usually increases the speed of convergence of the synchronization algorithm. |