Performance Evaluation of the Clustering Based Sequence Equalizer in Direct Detection Optical Communication Links
Kristina Georgoulakis, George-Othon Glentis
2015
Abstract
In this paper the performance of the Clustering Based Sequence Equalizer is investigated in the context of Intensity Modulated Direct Detection optical communications links operating at 10Gb/s, when non-return to zero on-off keyed and optical differential encoded phase shift keyed transmission is employed. The aforementioned equalizer provides an attractive implementation of the Maximum Likelihood Sequence Estimation, comprising of two successive steps, namely a) nonparametric estimation of the channel response using a cluster based approach and b) sequence estimation using the Viterbi algorithm. The performance of the cluster based equalizer in fiber links is investigated my means of computer simulation.
References
- Agazzi, O., Hueda, M., Carrer, H., and Crivelli, D. (2005). Maximum likelihood sequence estimation in dispersive optical channels. J. Lightwave Tech., 23(2):479- 762.
- Agrawal, G. (2012). Fiber Optic Communication Systems. Wiley.
- Alfiad, M. S., Borrne, V. D., Hauske, Fand Napoli, A., and Koonen, A. M. J. (2009). Maximum-Likelihood sequence estimation for optical Phase-Shift Keyed modulation formats. 27(20):4583-4594.
- Bosco, G., Cano, I., Poggiolini, P., Li, L., and Chen, M. (2010). MLSE-based DQPSK transmission in 43 Gb/s DWDM long-haul dispersion-managed optical systems. Journal of Lightwave Technology, 28(10):1573- 1581.
- Bosco, G., Fonseca, D., Klonidis, D., Poggiolini, P., Rosenkranz, W., Teixeira, A., Tomkos, I., and Xia, C. (2009). Electronic channel equalization techniques. pages 23-47.
- Bosco, G. and Poggiolini, P. (2006). Long-distance effectiveness of MLSE IMDD receivers. IEEE Photonics Technology Letters, 18(9):1037-1039.
- Chen, W., Buchali, F., Yi, X., Shieh, W., Evans, J. S., and Tucker, R. S. (2007). Chromatic dspersion and PMD mitigation at 10 Gb/s using Viterbi equalization for DPSK and DQPSK modulation formats. Optics express, 15(9):5271-6.
- Chung, W. (2010). Channel estimation methods based on Volterra kernels for MLSD in optical communication systems. IEEE Photonics Technology Letters, 22(4):2009-2011.
- Foggi, T., Colavolpe, G., Forestieri, E., and Prati, G. (2006a). Channel estimation algorithms for MLSD in optical communication systems. IEEE Photonics Technology Letters, 18(19):1984-1986.
- Foggi, T., Forestieri, E., Colavolpe, G., and Prati, G. (2006b). Maximum-likelihood sequence detection with closed-form metrics in OOK optical systems impaired by GVD and PMD. Journal of Lightwave Technology, 24(8):3073-3087.
- Georgoulakis, K., Matrakidis, C., Glentis, G. O., and Stavdas, A. (2010). Fractionally spaced clustering based equalizer for optical channels. In OSA SPPCom Conference, Karlsruhe Germany.
- Georgoulakis, K. and Theodoridis, S. (1997). Efficient clustering techniques for channel equalization in hostile environments. Signal Processing, 58(2):153-164.
- Georgoulakis, K. and Theodoridis, S. (2000). Blind and semi-blind equalization using hidden markov models and clustering techniques. Signal Processing, 80(9):1795 - 1805.
- Hueda, M. R., Crivelli, D. E., Carrer, H. S., and Agazzi, O. E. (2007). Parametric estimation of IM/DD optical channels using new closed-form approximations of the signal PDF. Journal of Lightwave Technology, 25(3):957-975.
- Lisnanski, R. and Weiss, A. J. (2006). Low complexity generalized EM algorithm for blind channel estimation and data detection in optical communication systems. Signal Processing, 86(11):3393-3403.
- Maggio, G. N., Hueda, M. R., and Agazzi, O. E. (2014). Reduced complexity MLSD receivers for nonlinear optical channels. IEEE Photonics Technology Letters, 26(4):398-401.
- Poggiolini, P., Bosco, G., Benlachtar, Y., Savory, S. J., Bayvel, P., Killey, R. I., and Prat, J. (2008). Long-haul 10 Gbit/s linear and non-linear IMDD transmission over uncompensated standard fiber using a SQRTmetric MLSE receiver. Optics express, 16(17):12919- 36.
- Proakis, J. G. (2001). Digital Communications. McGRaw - Hill, 4th edition edition.
- Rosenkranz, W. and Xia, C. (2007). Electrical equalization for advanced optical communication systems. AEU - International Journal of Electronics and Communications, 61(3):153-157.
- Singer, A., Shanbag, N., and Bae, H. (2008). Electronic dispersion compensation. IEEE Signal Proc. Magazine, pages 110-130.
- Stavdas, A., editor (2010). Core and Metro Networks. Wiley.
- Theodoridis, S., Cowan, C., and See, C. (1995). Schemes for equalization of communication channels with nonlinear impairments. IEE Proceedings on Communications, 142(3):165-171.
- Theodoridis, S., and Koutroumbas, K.(2001). Pattern Recognition . Academic Press, 4th edition.
- Wang, J. and Kahn, J. (2004). Impact of cromatic and polarization-mode dispersions on DPSK systems using interferometric demodulation and direct detection. J. Lightwave Tech., 22(2):362-371.
- Yang, C., Yang, F., and Wang, Z. (2008). Clustering based adaptive channel estimator for optical fiber communication systems. IEEE Photonics Technology Letters, 20(20):1670 - 1672.
Paper Citation
in Harvard Style
Georgoulakis K. and Glentis G. (2015). Performance Evaluation of the Clustering Based Sequence Equalizer in Direct Detection Optical Communication Links . In Proceedings of the 3rd International Conference on Photonics, Optics and Laser Technology - Volume 1: PHOTOPTICS, ISBN 978-989-758-092-5, pages 113-120. DOI: 10.5220/0005342601130120
in Bibtex Style
@conference{photoptics15,
author={Kristina Georgoulakis and George-Othon Glentis},
title={Performance Evaluation of the Clustering Based Sequence Equalizer in Direct Detection Optical Communication Links},
booktitle={Proceedings of the 3rd International Conference on Photonics, Optics and Laser Technology - Volume 1: PHOTOPTICS,},
year={2015},
pages={113-120},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005342601130120},
isbn={978-989-758-092-5},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 3rd International Conference on Photonics, Optics and Laser Technology - Volume 1: PHOTOPTICS,
TI - Performance Evaluation of the Clustering Based Sequence Equalizer in Direct Detection Optical Communication Links
SN - 978-989-758-092-5
AU - Georgoulakis K.
AU - Glentis G.
PY - 2015
SP - 113
EP - 120
DO - 10.5220/0005342601130120