Title :
Nonlinear Channel Estimation Based on Multi-level PN Sequence in OFDM Systems
Author :
Zhou, Nanqing ; Liu, Hao
Author_Institution :
Univ. of Electr. Sci. & Technol. of China, Chengdu
Abstract :
Nonlinear distortion of power amplifier is one of the major factor that degrades the performance of OFDM systems. Instead of estimating the nonlinearity at transmitter such as ordinary pre-distortion (PD), this paper estimates the nonlinearity of amplifier at the receiver. The problem is that nonlinear and multipath dispersion mix together at receiver end. And their parameters are generally unknown, so conventional method doesn´t work well. In this paper, an algorithm that estimates both the nonlinear parameters of the power amplifier and the impulse response of the wireless channel is proposed. Multi-level PN sequences are transmitted to construct a Vandermonde matrix, which separates the nonlinearity and linearity into different subspaces. The separation makes it easy to estimate the nonlinearity and linearity independently.
Keywords :
OFDM modulation; nonlinear estimation; power amplifiers; OFDM systems; Vandermonde matrix; multi level PN sequences; nonlinear channel estimation; nonlinear distortion; ordinary predistortion; power amplifier; power receiver; wireless channel; Channel estimation; Degradation; Filters; Linearity; Neural networks; Nonlinear distortion; OFDM; Peak to average power ratio; Power amplifiers; Support vector machines;
Conference_Titel :
Future Generation Communication and Networking (FGCN 2007)
Conference_Location :
Jeju
Print_ISBN :
0-7695-3048-6
DOI :
10.1109/FGCN.2007.170