Title :
Leveraging temporal correlation for limited feedback multiple antennas systems
Author :
Kim, Taejoon ; Love, David J. ; Clerckx, Bruno
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
This paper concerns a simple limited feedback scheme taking temporal correlation into account during the feedback design in slow fading environment. In this method, the transmitter and the receiver reuse the past channel state information (CSI) as side information. Feedback, that is designed to leverage the side information, is sent from the receiver to the transmitter using a predetermined update period. The feedback update period is determined by characterizing the temporal correlation statistic, so that the proposed feedback reuse scheme outperforms a feedback scheme that does not adapt to the temporal correlation. To measure the performance, average effective SNR loss is used. Bounds on the feedback update period and the amount of feedback needed are derived. Simulation results show a reduction in the required average feedback overhead and a performance improvement when comparing the proposed scheme with prior feedback approaches.
Keywords :
antenna arrays; array signal processing; feedback; receiving antennas; transmitting antennas; channel state information; feedback overhead; feedback reuse; feedback update period; limited feedback multiple antennas systems; performance improvement; receiver reuse; slow fading environment; temporal correlation; Antenna feeds; Channel state information; Design engineering; Fading; Gaussian channels; Loss measurement; Performance loss; State feedback; Statistics; Transmitters;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495979