Title :
Joint equalization and Gaussian sums particle filtering phase noise estimation
Author :
Pedrosa, P. ; Dinis, Rui ; Nunes, F. ; Rodrigues, A.
Author_Institution :
Inst. de Telecomun., Lisbon, Portugal
Abstract :
With this paper we aim to show that Gaussian sums particle filtering (GSPF) combined with iterative frequency-domain equalization (IFDE) for single-carrier (SC) modulations offer an appropriate solution for data transmission over highly frequency-selective channels with strong phase noise and linear drift. We present a promising IFDE scheme dubbed iterativeblock decision feedback equalization (IB-DFE) and propose a post-equalization phase noise estimation scheme within the iteration chain. In fact, by exploiting the Gaussianity of the equalizer output we are able to track the phase noise value by updating the state posterior distribution using the GSPF algorithm. Additionally, simulation results are presented considering QPSK, 16-QAM, and 64-QAM signalling in highly frequency-selective channels and different values for the phase noise variance and linear drift.
Keywords :
Gaussian processes; iterative methods; particle filtering (numerical methods); phase noise; quadrature amplitude modulation; quadrature phase shift keying; GSPF; Gaussian sums particle filtering phase noise estimation; IB-DFE; IFDE; QAM signalling; QPSK; SC modulations; data transmission; equalizer output; frequency selective channels; iteration chain; iterative block decision feedback equalization; iterative frequency domain equalization; joint equalization; linear drift; phase noise; phase noise value; phase noise variance; post equalization phase noise estimation scheme; single carrier modulations; state posterior distribution; Bit error rate; Estimation; Frequency-domain analysis; Mathematical model; OFDM; Phase noise; Receivers;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6884009