Title :
Performance of SDMA Systems Using Transmitter Preprocessing Based on Noisy Feedback of Vector-Quantized Channel Impulse Responses
Author :
Yang, Du ; Yang, Lie-Liang ; Hanzo, Lajos
Author_Institution :
Sch. of Electr. & Comput. Sci., Southampton Univ.
Abstract :
In this contribution we investigate the performance of spatial division multiple access (SDMA) multiple-input multiple-output (MIMO) systems using transmitter preprocessing, when the channel knowledge required for preprocessing is acquired by the receiver and conveyed to the transmitter via noise feedback channels that may also conflict fading. Specifically, in our system the MIMO channel impulse responses (CIRs) are vector quantized. Then, the CIR magnitudes and phases are conveyed to the transmitter via a feedback channel, which is noise contaminated and may also experience Rayleigh fading. At the transmitter, the CIRs used for transmit preprocessing are recovered using a soft estimator, which is optimum in the minimum mean-square error (MMSE) sense, and is implemented based on the so-called Hadamard soft-decoding principles. Our study and simulation results demonstrate that vector quantization combined with soft-decoding constitutes an efficient technique of feeding back the CIRs from the receiver to the transmitter. However, it is also known that the performance of the zero-forcing (ZF) or MMSE transmit preprocessing schemes is highly sensitive to the effect of quantization errors as well as to the feedback channel induced errors.
Keywords :
Hadamard codes; MIMO communication; decoding; fading; least mean squares methods; mobile radio; noise; space division multiple access; transient response; vector quantisation; Hadamard soft-decoding principles; MIMO channel impulse responses; MMSE transmit preprocessing schemes; Rayleigh fading; SDMA systems; minimum mean-square error; multiple-input multiple-output systems; noise feedback channels; spatial division multiple access; vector-quantized channel impulse responses; zero-forcing transmit preprocessing schemes; Bit error rate; Downlink; Feedback; MIMO; Multiaccess communication; Rayleigh channels; Receiving antennas; Transmitters; Transmitting antennas; Vectors;
Conference_Titel :
Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th
Conference_Location :
Dublin
Print_ISBN :
1-4244-0266-2
DOI :
10.1109/VETECS.2007.438