COMBINED BLIND EQUALIZATION AND CLASSIFICATION OF MULTIPLE SIGNALS
Barathram Ramkumar, Tamal Bose
2011
Abstract
A multiuser automatic modulation classifier (MAMC) is an important component of a multiantenna cognitive radio (CR) receiver that helps the radio to better utilize the spectrum. MAMC identifies the modulation schemes of multiple users in a frequency band simultaneously. A multi-input-multi-output (MIMO) blind equalizer is another important component of a multiantenna CR receiver that improves symbol detection performance by reducing inter symbol interference (ISI) and inter user interference (IUI). In a CR scenario, it is preferable to also consider the performance of the automatic modulation classifier (AMC) while designing the blind equalizer. In this paper we propose a MIMO blind equalizer that improves the performance of both multiuser symbol detection and cumulant based MAMC.
References
- Haykin, S. (2005). Cognitive radio: Brain-empowered wireless communications. In IEEE J. Sel. Areas Commun. IEEE.
- Kailath, T. (1979). Linear systems. Prentice Hall.
- Ramkumar, B. and Bose, T. (2010a). Robust automatic modulation classification and blind equalization: A novel cognitive receiver. In Proc. of Wireless Innovation Forum. SDR Forum.
- Ramkumar, B. and Bose, T. (2010b). Robust multiuser automatic modulation classifier for multipath fading channels. In in Proc. IEEE Dyspan. IEEE.
- Shi, M. and Su, W. (2007). Adaptive estimation of the number of transmit antennas. In in Proc. IEEE MILCOM. IEEE.
- Tugnait, J. (1996). Fir inverse to mimo rational transfer functions with applications to blind equalization. In 13th Asilomar Conference on Signals, Systems and Computers. IEEE.
- Tugnait, J. and Huang, B. (2000). On a whitening approach to partial channel estimation and blind equalization of fir/iir multiple-input multiple-output channels. In IEEE Trans. Signal Process. IEEE.
- Wu, H. and Wu, Y. (2008). Robust switching blind equalizer for wireless cognitive receivers. In IEEE Trans. Wireless Commun. IEEE.
Paper Citation
in Harvard Style
Ramkumar B. and Bose T. (2011). COMBINED BLIND EQUALIZATION AND CLASSIFICATION OF MULTIPLE SIGNALS . In Proceedings of the 1st International Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PECCS, ISBN 978-989-8425-48-5, pages 339-344. DOI: 10.5220/0003331003390344
in Bibtex Style
@conference{peccs11,
author={Barathram Ramkumar and Tamal Bose},
title={COMBINED BLIND EQUALIZATION AND CLASSIFICATION OF MULTIPLE SIGNALS},
booktitle={Proceedings of the 1st International Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PECCS,},
year={2011},
pages={339-344},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003331003390344},
isbn={978-989-8425-48-5},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 1st International Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PECCS,
TI - COMBINED BLIND EQUALIZATION AND CLASSIFICATION OF MULTIPLE SIGNALS
SN - 978-989-8425-48-5
AU - Ramkumar B.
AU - Bose T.
PY - 2011
SP - 339
EP - 344
DO - 10.5220/0003331003390344