Title :
Detection of Interleaved OFDMA Uplink Signals in the Presence of Residual Frequency Offset Using the SAGE Algorithm
Author :
Lee, Jong-Ho ; Kim, Seong-Cheol
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ.
fDate :
5/1/2007 12:00:00 AM
Abstract :
In this paper, we propose an iterative detection scheme in the presence of residual frequency offsets (RFOs) using the space-alternating generalized expectation-maximization algorithm for an orthogonal-frequency-division-multiple-access uplink system. In the proposed scheme, the expectation step intends to remove intercarrier interference (ICI) due to the RFOs of simultaneous users in the received signals. Then, the maximization step is utilized to estimate the required parameters for each user (i.e., RFO, data symbols, and channel state information) employing the ICI-cancelled signals. Simulation results show that the proposed scheme achieves almost ideal bit-error-rate performance as long as the magnitude of the normalized RFO value is within 0.2
Keywords :
error statistics; expectation-maximisation algorithm; frequency division multiple access; intercarrier interference; interference suppression; SAGE algorithm; bit error rate; intercarrier interference; interleaved OFDMA uplink signals; iterative detection scheme; orthogonal frequency division multiple access; residual frequency offset; space-alternating generalized expectation-maximization algorithm; Computer science; Frequency estimation; Frequency synchronization; Interchannel interference; Iterative algorithms; Multiple access interference; OFDM; Parameter estimation; State estimation; Timing; Orthogonal frequency-division multiple access (OFDMA); residual frequency offset (RFO); space-alternating generalized expectation–maximization (SAGE);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2007.895574