A compensating method based on SOM for nonlinear distortion in 16-QAM-OFDM system
Xiaoqiu Wang, Hua Lin, Jianming Lu, Hiroo Sekiya, and Takashi Yahagi
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol.E87-A, no.6, pp.1641-1644, June 2004. [pdf document]

<Abstract>

This paper presents a compensating method based on Self-Organizing Map (SOM) for nonlinear distortion, which is caused by high-power amplifier (HPA) in 16-QAM-OFDM system. OFDM signals are sensitive to nonlinear distortions and different methods are studied to solve them. In the proposed scheme, the correction is done at the receiver by a SOM algorithm. Simulations are carried out considering an additive white Gaussian (AWG) transmission channel. Simulation results show that the SOM algorithm brings perceptible gains in a complete 16-QAM-OFDM system.

 

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