TY - GEN
T1 - How many transmit antennas emulate the performance of noise-limited systems?
AU - Bazzi, Samer
AU - Dietl, Guido
AU - Utschick, Wolfgang
N1 - Publisher Copyright:
© VDE Verlag GMBH · Berlin · Offenbach, Germany.
PY - 2015
Y1 - 2015
N2 - Cooperative precoding techniques in MIMO interference channels (ICs) such as interference alignment (IA) overcome interference, create noise-limited ICs, and achieve a linear rate scaling at high signal-to-noise ratios (SNRs). Alternatively, interference is overcome with the simple deployment of large transmit arrays, as interference becomes negligible by the law of large numbers. In such a case, "selfish" precoding techniques such as maximum ratio transmission (MRT) constitute a good solution. We investigate how many transmit antennas are needed for MRT to emulate the performance of a noiselimited system, i.e., to perform similarly to a system where transmitters have a fixed number of antennas and employ the IA strategy. Assuming a time-division-duplex mode, we calculate the training overheads associated with channel state information acquisition for each precoding type, and include these in the spectral efficiency calculations. We use existing analytical rate expressions for IA and MRT. The rate and overhead analysis allows finding the required number of antennas in closed-form, which varies significantly according to the SNR and coherence interval length. Results for different scenarios and practical SNRs show that transmitters with few dozens of antennas at most using MRT perform similarly to transmitters with four antennas using IA. The main findings of this paper are that the simple MRT strategy does not require massive configurations to emulate the performance of noise-limited systems.
AB - Cooperative precoding techniques in MIMO interference channels (ICs) such as interference alignment (IA) overcome interference, create noise-limited ICs, and achieve a linear rate scaling at high signal-to-noise ratios (SNRs). Alternatively, interference is overcome with the simple deployment of large transmit arrays, as interference becomes negligible by the law of large numbers. In such a case, "selfish" precoding techniques such as maximum ratio transmission (MRT) constitute a good solution. We investigate how many transmit antennas are needed for MRT to emulate the performance of a noiselimited system, i.e., to perform similarly to a system where transmitters have a fixed number of antennas and employ the IA strategy. Assuming a time-division-duplex mode, we calculate the training overheads associated with channel state information acquisition for each precoding type, and include these in the spectral efficiency calculations. We use existing analytical rate expressions for IA and MRT. The rate and overhead analysis allows finding the required number of antennas in closed-form, which varies significantly according to the SNR and coherence interval length. Results for different scenarios and practical SNRs show that transmitters with few dozens of antennas at most using MRT perform similarly to transmitters with four antennas using IA. The main findings of this paper are that the simple MRT strategy does not require massive configurations to emulate the performance of noise-limited systems.
UR - http://www.scopus.com/inward/record.url?scp=84979670158&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84979670158
T3 - Proceedings of 19th International ITG Workshop on Smart Antennas, WSA 2015
BT - Proceedings of 19th International ITG Workshop on Smart Antennas, WSA 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th International ITG Workshop on Smart Antennas, WSA 2015
Y2 - 3 March 2015 through 5 March 2015
ER -