TY - GEN
T1 - Selective decision directed channel estimation for OFDM communications over multipath Rician fading channels
AU - Radosevic, Andreja
AU - Duman, Tolga M.
AU - Proakis, John G.
AU - Stojanovic, Milica
PY - 2012/11/2
Y1 - 2012/11/2
N2 - In this work we explore the performance of a selective decision directed (DD) channel estimation (CE) method for orthogonal frequency division multiplexing (OFDM) based communications over multipath Rician fading channels, where fading is modeled as an auto-regressive (AR) random process. The method is based on soft-selection of data sub-carriers that are used in the DD mode. Particularly, in the process of soft-selection we weigh the data sub-carriers for reliable CE, and couple them with DD CE based on least-squares (LS) with thresholding. Our numerical results indicate performance improvements as compared to block-by-block pilot-assisted CE with a uniform pilot grid, and non-weighted DD CE. For uncoded and low density parity check (LDPC)-coded OFDM systems, we explore the trade-offs resulting from using a varying number of pilots and/or DD data sub-carriers, the effect of the receiver-end diversity, and the impact of channel properties (such as the Rician k-factor and the Doppler spread) in terms of the overall system throughput and bit error rate (BER).
AB - In this work we explore the performance of a selective decision directed (DD) channel estimation (CE) method for orthogonal frequency division multiplexing (OFDM) based communications over multipath Rician fading channels, where fading is modeled as an auto-regressive (AR) random process. The method is based on soft-selection of data sub-carriers that are used in the DD mode. Particularly, in the process of soft-selection we weigh the data sub-carriers for reliable CE, and couple them with DD CE based on least-squares (LS) with thresholding. Our numerical results indicate performance improvements as compared to block-by-block pilot-assisted CE with a uniform pilot grid, and non-weighted DD CE. For uncoded and low density parity check (LDPC)-coded OFDM systems, we explore the trade-offs resulting from using a varying number of pilots and/or DD data sub-carriers, the effect of the receiver-end diversity, and the impact of channel properties (such as the Rician k-factor and the Doppler spread) in terms of the overall system throughput and bit error rate (BER).
UR - http://www.scopus.com/inward/record.url?scp=84868019364&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84868019364&partnerID=8YFLogxK
U2 - 10.1109/SPAWC.2012.6292970
DO - 10.1109/SPAWC.2012.6292970
M3 - Conference contribution
AN - SCOPUS:84868019364
SN - 9781467309714
T3 - IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
SP - 555
EP - 559
BT - 2012 IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2012
T2 - 2012 IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2012
Y2 - 17 June 2012 through 20 June 2012
ER -