Title :
Efficient multi user CFO estimation and correction techniques in uplink OFDMA systems
Author :
Eappen, Neetha I. ; Prakash, J. Arun ; Reddy, G. Ramachandra
Author_Institution :
Sch. of Electron. Eng., VIT Univ., Vellore, India
Abstract :
Inter carrier interference and multiple access interference are induced in uplink OFDMA systems due to Carrier Frequency Offset (CFO) which is a mismatch between the transmitter and receiver frequencies that in turn affects the orthogonality among subcarriers. A different CFO value is experienced by each user data and each of these CFO values needs to be estimated and corrected. A novel Extended Viterbi-and-Viterbi (EVAV) algorithm is employed for CFO estimation in the present study. A conventional algorithm for CFO compensation that deals with Minimum Mean Square Error (MMSE) filter output, involves inversion of interference matrix, adding to the computational complexity. The complexity was found to increase with the number of subcarriers. Hence, here an iterative Conjugate Gradient (CG) method is used to compute the MMSE filter output without an inverse operation, thereby reducing the complexity. Both the EVAV method and the CG method have been analyzed in terms of various performance measures. The results showed that they function better than their conventional counterparts.
Keywords :
OFDM modulation; conjugate gradient methods; frequency division multiple access; least mean squares methods; maximum likelihood estimation; radiofrequency interference; CG method; Carrier Frequency Offset; EVAV algorithm; MMSE filter output; computational complexity; correction techniques; efficient multiuser CFO estimation; extended Viterbi-and-Viterbi algorithm; interference matrix; iterative conjugate gradient method; minimum mean square error; receiver frequencies; transmitter frequencies; uplink OFDMA systems; Bit error rate; Equations; Estimation; Mathematical model; OFDM; Uplink; Vectors; Carrier Frequency Offset (CFO); Conjugate Gradient(CG); Inter-Carrier Interference (ICI); Orthogonal Frequency Division Multiple Access (OFDMA);
Conference_Titel :
Computational Systems and Communications (ICCSC), 2014 First International Conference on
Conference_Location :
Trivandrum
Print_ISBN :
978-1-4799-6012-5
DOI :
10.1109/COMPSC.2014.7032668