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TCM decoding using neural networks
- Source :
-
Engineering Applications of Artificial Intelligence . Aug2003, Vol. 16 Issue 5/6, p473. 17p. - Publication Year :
- 2003
-
Abstract
- This paper presents a neural decoder for trellis coded modulation (TCM) schemes. Decoding is performed with Radial Basis Function Networks and Multi-Layer Perceptrons. The neural decoder effectively implements an adaptive Viterbi algorithm for TCM which learns communication channel imperfections. The implementation and performance of the neural decoder for trellis encoded 16-QAM with amplitude imbalance are analyzed. [Copyright &y& Elsevier]
Details
- Language :
- English
- ISSN :
- 09521976
- Volume :
- 16
- Issue :
- 5/6
- Database :
- Academic Search Index
- Journal :
- Engineering Applications of Artificial Intelligence
- Publication Type :
- Academic Journal
- Accession number :
- 11173423
- Full Text :
- https://doi.org/10.1016/S0952-1976(03)00066-6