Title :
Estimation of the output error statistics of space-time equalization in an antenna array EGPRS receiver with soft-decision decoding
Author :
Luschi, Carlo ; Mulgrew, Bernard
Author_Institution :
Bell Labs., Wireless Res. Lab., Swindon, UK
fDate :
7/1/2005 12:00:00 AM
Abstract :
The use of antenna arrays can help combat cochannel interference (CCI) in wireless cellular systems. In this paper, we consider an enhanced general packet radio service diversity receiver based on least squares spatio-temporal equalization and soft-decision decoding in the presence of decision feedback and/or asynchronous CCI. We compare known and novel estimators of the error mean and variance at the output of the deterministic space-time equalizer. The collected simulation data indicate that the estimation of the error mean and variance is critical to the performance of soft-in/hard-out Viterbi decoding in the presence of nonstationary input disturbance. Moreover, the use of short-term error statistics provides receiver performance gains of up to 15-20 dB in terms of signal-to-interference ratio, with respect to the use of burst statistics based on the training sequence midamble and tentative decisions on the payload symbols.
Keywords :
Viterbi decoding; antenna arrays; automatic repeat request; cellular radio; channel estimation; cochannel interference; diversity reception; equalisers; error statistics; filtering theory; least squares approximations; packet radio networks; probability; radio receivers; space-time codes; Viterbi decoding; a posteriori probability estimation; antenna array EGPRS receiver; burst statistics; channel estimation; cochannel interference; decision feedback; general packet radio service diversity receiver; least-squares spatio-temporal equalization; output error statistics; signal-to-interference ratio; soft-decision decoding; space-time equalization; space-time filtering; wireless cellular system; wireless communication; Antenna arrays; Decoding; Error analysis; Interchannel interference; Least squares methods; Packet radio networks; Radiofrequency interference; Receivers; Receiving antennas; Wireless cellular systems; A posteriori probability estimation; cochannel interference; equalization; soft-decision decoding; space–time filtering; wireless communications;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2005.850379