Opportunistic Beamforming Communication With Throughput Analysis Using Asymptotic Approach

The opportunistic beamforming system (OBS) is currently receiving much attention in the field of downlink beamforming due to its simple random beamforming, low feedback complexity, and same throughput scaling obtained with perfect channel-state information using dirty paper coding at the transmitter. In this paper, we focus on its closed-form throughput evaluation over Rayleigh fading channels, based on the asymptotic theory of extreme order statistics. First, the throughput of a single-beam OBS is investigated, and an analytical solution tighter than the previously reported one is derived. Then, the asymptotic throughput bounds on a multibeam OBS are presented, and also, our analytical expression is shown to be very tight with the simulation results even with fewer users. After that, we argue that the reported conclusion that the single-beam OBS is much preferable to the multibeam OBS in the high-signal-to-noise-ratio (SNR) regime is inaccurate, but that, instead, it is satisfied only when the number of users is very small, due to its limited multiuser diversity gain. Finally, we show that four transmit beams is the most preferable in the multibeam OBS with a large number of users and moderate SNR, which arrives at the tradeoff between increasing spatial multiplexing gain and disappearing multiuser diversity gain.

[1]  Thomas L. Marzetta,et al.  Multiple-antenna channel hardening and its implications for rate feedback and scheduling , 2004, IEEE Transactions on Information Theory.

[2]  Naresh Sharma,et al.  A study of opportunism for multiple-antenna systems , 2005, IEEE Transactions on Information Theory.

[3]  Dongweon Yoon,et al.  On the general BER expression of one- and two-dimensional amplitude modulations , 2002, IEEE Trans. Commun..

[4]  Raymond Knopp,et al.  Information capacity and power control in single-cell multiuser communications , 1995, Proceedings IEEE International Conference on Communications ICC '95.

[5]  Joseph Lipka,et al.  A Table of Integrals , 2010 .

[6]  Umberto Spagnolini,et al.  Adaptive Beam Selection Techniques for Opportunistic Beamforming , 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

[7]  Andrea J. Goldsmith,et al.  Duality, achievable rates, and sum-rate capacity of Gaussian MIMO broadcast channels , 2003, IEEE Trans. Inf. Theory.

[8]  George K. Karagiannidis,et al.  Distributed Switch and Stay Combining (DSSC) with a Single Decode and Forward Relay , 2007, IEEE Communications Letters.

[9]  Nihar Jindal MIMO broadcast channels with finite rate feedback , 2005, GLOBECOM.

[10]  Murat Uysal,et al.  Cooperative diversity over log-normal fading channels: performance analysis and optimization , 2008, IEEE Transactions on Wireless Communications.

[11]  Philip A. Whiting,et al.  The use of diversity antennas in high-speed wireless systems: capacity gains, fairness issues, multi-user scheduling , 2001 .

[12]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[13]  H. N. Nagaraja,et al.  Order Statistics, Third Edition , 2005, Wiley Series in Probability and Statistics.

[14]  Nizar Zorba,et al.  Opportunistic Grassmannian Beamforming for Multiuser and Multiantenna Downlink Communications , 2008, IEEE Transactions on Wireless Communications.

[15]  Alireza Bayesteh,et al.  How much feedback is required in MIMO Broadcast Channels? , 2006, 2006 IEEE International Symposium on Information Theory.

[16]  Minghua Xia,et al.  How to Fully Exploit the Degrees of Freedom in the Downlink of MISO Systems With Opportunistic Beamforming , 2008, ArXiv.

[17]  Gregory W. Wornell,et al.  Cooperative diversity in wireless networks: Efficient protocols and outage behavior , 2004, IEEE Transactions on Information Theory.

[18]  Ying-Chang Liang,et al.  On the balance of multiuser diversity and spatial multiplexing gain in random beamforming , 2008, IEEE Transactions on Wireless Communications.

[19]  Zhisheng Niu,et al.  Random Beamforming with Multi-beam Selection for MIMO Broadcast Channels , 2006, 2006 IEEE International Conference on Communications.

[20]  Babak Hassibi,et al.  On the capacity of MIMO broadcast channels with partial side information , 2005, IEEE Transactions on Information Theory.

[21]  George K. Karagiannidis,et al.  Nonregenerative Dual-Hop Cooperative Links with Selection Diversity , 2006, EURASIP J. Wirel. Commun. Netw..

[22]  Vijay K. Bhargava,et al.  Unified analysis of switched diversity systems in independent and correlated fading channels , 2001, IEEE Trans. Commun..

[23]  M.H. Ahmed,et al.  Performance of selection combining in cooperative relaying networks over Rayleigh fading channel , 2008, 2008 Canadian Conference on Electrical and Computer Engineering.

[24]  Murat Uysal,et al.  Impact of receive diversity on the performance of amplify-and-forward relaying under APS and IPS power constraints , 2006, IEEE Communications Letters.

[25]  W. Yu,et al.  Degrees of freedom in wireless multiuser spatial multiplex systems with multiple antennas , 2006, IEEE Transactions on Communications.

[26]  J. D. T. Oliveira,et al.  The Asymptotic Theory of Extreme Order Statistics , 1979 .

[27]  Babak Hassibi,et al.  A Comparison of Time-Sharing, DPC, and Beamforming for MIMO Broadcast Channels With Many Users , 2007, IEEE Transactions on Communications.

[28]  Georgios B. Giannakis,et al.  High-Performance Cooperative Demodulation With Decode-and-Forward Relays , 2007, IEEE Transactions on Communications.

[29]  Norman C. Beaulieu,et al.  Performance Analysis of Decode-and-Forward Relaying with Selection Combining , 2007, IEEE Communications Letters.

[30]  Norman C. Beaulieu,et al.  Analysis of switched diversity systems on generalized-fading channels , 1994, IEEE Trans. Commun..

[31]  Dirk T. M. Slock,et al.  A Design Framework for Scalar Feedback in MIMO Broadcast Channels , 2008, EURASIP J. Adv. Signal Process..

[32]  David Tse,et al.  Opportunistic beamforming using dumb antennas , 2002, IEEE Trans. Inf. Theory.

[33]  R. Michael Buehrer,et al.  Antenna diversity in multiuser data networks , 2004, IEEE Transactions on Communications.

[34]  Connie M. Borror,et al.  Methods of Multivariate Analysis, 2nd Ed. , 2004 .

[35]  Marco Chiani,et al.  New exponential bounds and approximations for the computation of error probability in fading channels , 2003, IEEE Trans. Wirel. Commun..