2000
Convergence properties of self-organizing maps applied for communication channel equalization
Publication
Publication
Presented at the
25th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2000 (June 2000), Istanbul
This paper studies the convergence properties of a self-organizing map (SOM) equalizer. The transmitted signal is assumed to be a 4-QAM signal corrupted by an additive white Gaussian noise (AWGN). Several theoretical results such as map ordering and stability conditions are given. These results show a good fit with computer simulations.
| Additional Metadata | |
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| Persistent URL | dx.doi.org/10.1109/ICASSP.2000.860156 |
| Conference | 25th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2000 |
| Citation |
Abdulkader, H. (Hasan), & Ibnkahla, M. (2000). Convergence properties of self-organizing maps applied for communication channel equalization. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (pp. 3502–3505). doi:10.1109/ICASSP.2000.860156
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