Title :
New data detection and symbol timing recovery approaches for burst optical signal transmission
Author :
Zhao, Tong ; Nehorai, Arye ; Porat, Boaz
Author_Institution :
ECE Departmant, Illinois Univ., Chicago, IL, USA
Abstract :
Burst mode receivers are key components of optical transmission systems and have received much attention in recent years. We present new efficient methods for burst optical signal detection and blind channel estimation in burst-mode data transmission based on a modified K-means clustering technique. A data-aided feedforward symbol timing recovery method is also developed, based on polynomial interpolation and maximum likelihood estimation theory. It can be implemented rapidly and efficiently; therefore, it is suitable for burst mode receivers. A performance criterion of this method has also been derived. We also give some numerical examples to demonstrate the performance of the proposed methods.
Keywords :
channel estimation; data communication; interpolation; maximum likelihood estimation; optical receivers; optical signal detection; polynomial approximation; synchronisation; blind channel estimation; burst mode receivers; burst optical signal transmission; data detection; data-aided feedforward symbol timing recovery; interpolation approximation; maximum likelihood estimation theory; modified K-means clustering technique; optical signal detection; polynomial interpolation; Data communication; Frequency synchronization; High speed optical techniques; Interpolation; Optical attenuators; Optical feedback; Optical network units; Optical receivers; Passive optical networks; Timing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326977