Nonlinear Filtration in the Problem of Joint Estimation of Channel Factors and OFDM Signal Distortion Arising in Direct Conversion Receiver

Autor: N. E. Poborchaya
Rok vydání: 2019
Předmět:
Zdroj: 2019 Systems of Signal Synchronization, Generating and Processing in Telecommunications (SYNCHROINFO).
DOI: 10.1109/synchroinfo.2019.8814291
Popis: A combined algorithm for joint estimation the distortions of the OFDM signal and channel factors is proposed in the article. The algorithm is based on two procedures: 1) estimating the generalized channel factors using a polynomial spline approximation, the least squares method and finding the signal distortion estimates for them, 2) a nonlinear filtering algorithm to refine the parameters values such as DC components and frequency offset. The algorithm operates on two reference OFDM symbols under conditions of a priori uncertainty regarding phase noise and observation noise, and also allows to increase noise immunity and reduce computational complexity, as compared with the case of using only procedure 1).
Databáze: OpenAIRE