Symbol Error Rate as a Function of the Residual ISI Obtained by Blind Adaptive Equalizers
Monika Pinchas
2013
Abstract
A non-zero residual intersymbol interference ( ISI) causes the symbol error rate (SER) to increase where the achievable SER may not answer any more on the system’s requirements. Thus, having a closed-form expression for the SER that takes into account the achievable performance of the chosen blind adaptive equalizer from the residual ISI point of view is important. In this paper, we propose a new expression for the SER valid for the two independent quadrature carrier case that depends on the step-size parameter, equalizer’s tap length, input signal statistics, channel power and signal to noise ratio (SNR).
References
- Bellini, S. (1986). Bussgang techniques for blind equalization. In IEEE Global Telecommunication Conference Records, pages 1634-1640.
- Fiori, S. (2001). A contribution to (neuromorphic) blind deconvolution by flexible approximated bayesian estimation. Signal Processing (Eurasip), 81:2131-2153.
- Gi-Hong, I., Park, C., and Won, H. (2009). A blind equalization with the sign algorithm for broadband access. IEEE Comm. Letters, 5(2):70-72.
- Godard, D. N. (1980). Self recovering equalization and carrier tracking in two-dimenional data communication system. IEEE Trans. Comm., 28(11):1867-1875.
- Godfrey, R. and Rocca, F. (1981). Zero memory non-linear deconvolution. Geophys. Prospect, 29:189-228.
- Haykin, S. (1991). Blind deconvolution, in: S. Haykin (Ed.), Adaptive Filter Theory. Prentice-Hall, Englewood Cliffs, NJ.
- Lazaro, M., Santamaria, I., Erdogmus, D., Pantaleon, C., and Principe, J. (2005). Stochastic blind equalization based on pdf fitting using parzen estimator. IEEE Trans. on Signal Processing, 53(2):696-704.
- Nandi, A. K. (1999). Ed., Blind Estimation Using HigherOrder Statistics. Kluwer Academic, Boston.
- Nikias, C. L. and Petropulu, A. P. (1993). EDs. HigherOrder Spectra Analysis A Nonlinear Signal Processing Framework. Prentice-Hall.
- Pinchas, M. (2010a). A closed approximated formed expression for the achievable residual intersymbol interference obtained by blind equalizers. Signal Processing Journal (Eurasip), 90(6):1940-1962.
- Pinchas, M. (2010b). A new closed approximated formed expression for the achievable residual ISI obtained by adaptive blind equalizers for the noisy case. In WCNIS2010, IEEE International Conference on Wireless Communications, Networking and Information Security, pages 26-30. Beijing, China.
- Pinchas, M. (2011). A MSE optimized polynomial equalizer for 16QAM and 64QAM constellation. Signal, Image and Video Processing, 5(1):29-37.
- Pinchas, M. and Bobrovsky, B. (2006). A maximum entropy approach for blind deconvolution. Signal Processing (Eurasip), 86(10):29132931.
- Proakis, J. G. (1995). Digital Communications. McGrawHill Series in Electrical and Computer Engineering, 3nd edition.
- Shalvi, O. and Weinstein, E. (1990). A new criteria for blind deconvolution of nonminimum phase systems (channels). IEEE Trans. Information Theory, 36(2):312- 321.
- Thompson, S. C. (2005). Constant envelope OFDM phase modulation. PhD thesis, University of California, San Diego, Available: http://elsteve.com/thesis/.
Paper Citation
in Bibtex Style
@conference{peccs13,
author={Monika Pinchas},
title={Symbol Error Rate as a Function of the Residual ISI Obtained by Blind Adaptive Equalizers},
booktitle={Proceedings of the 3rd International Conference on Pervasive Embedded Computing and Communication Systems - Volume 1: PECCS,},
year={2013},
pages={156-160},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004236601560160},
isbn={978-989-8565-43-3},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 3rd International Conference on Pervasive Embedded Computing and Communication Systems - Volume 1: PECCS,
TI - Symbol Error Rate as a Function of the Residual ISI Obtained by Blind Adaptive Equalizers
SN - 978-989-8565-43-3
AU - Pinchas M.
PY - 2013
SP - 156
EP - 160
DO - 10.5220/0004236601560160
in Harvard Style
Pinchas M. (2013). Symbol Error Rate as a Function of the Residual ISI Obtained by Blind Adaptive Equalizers . In Proceedings of the 3rd International Conference on Pervasive Embedded Computing and Communication Systems - Volume 1: PECCS, ISBN 978-989-8565-43-3, pages 156-160. DOI: 10.5220/0004236601560160