A pilot-aided non-resampling sequential Monte Carlo detector for coded MIMO-OFDM systems

TY - CHAP

T1 - A pilot-aided non-resampling sequential Monte Carlo detector for coded MIMO-OFDM systems

AU - John, TS

AU - Nallanathan, A

AU - Armand, MA

PY - 2005

Y1 - 2005

N2 - In this paper, we propose a sequential Monte Carlo (SMC) symbol detector for differentially encoded multi-input multi-output orthogonal frequency division multiplexing (MIMO-OFDM) systems. We first propose the periodic termination of differential phase trellis and it is seen that this method yields advantages that allow us to simplify the pilotaided SMC detector. Specifically, the resampling step that is present in conventional SMC methods is circumvented, and the multi-dimensional distribution required for sequence imputations reduces to a simple product of one-dimensional likelihood functions and a priori probabilities that are easily obtained from the decoder. This non-resampling SMC detector is applied to both convolutional-coded and low-density parity check (LDPC)-coded MIMO-OFDM systems and simulation results suggest the promising performance of our proposed detector.

AB - In this paper, we propose a sequential Monte Carlo (SMC) symbol detector for differentially encoded multi-input multi-output orthogonal frequency division multiplexing (MIMO-OFDM) systems. We first propose the periodic termination of differential phase trellis and it is seen that this method yields advantages that allow us to simplify the pilotaided SMC detector. Specifically, the resampling step that is present in conventional SMC methods is circumvented, and the multi-dimensional distribution required for sequence imputations reduces to a simple product of one-dimensional likelihood functions and a priori probabilities that are easily obtained from the decoder. This non-resampling SMC detector is applied to both convolutional-coded and low-density parity check (LDPC)-coded MIMO-OFDM systems and simulation results suggest the promising performance of our proposed detector.

KW - iterative receivers

KW - orthogonal frequency division multiplexing (OFDM)

KW - multiple-input multiple-output (MIMO)

KW - sequential Monte Carlo methods

KW - CHANNEL ESTIMATION

M3 - Conference paper

SN - 0-7803-9414-3

T3 - IEEE Global Telecommunications Conference (Globecom)

SP - 2250

EP - 2254

BT - GLOBECOM '05: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-6

PB - IEEE

CY - NEW YORK

T2 - IEEE Global Telecommunications Conference (GLOBECOM 05)

Y2 - 28 November 2005 through 2 December 2005

ER -