A Comparison of Time-Sharing, DPC, and Beamforming for MIMO Broadcast Channels With Many Users
- Creators
- Sharif, Masoud
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Hassibi, Babak
Abstract
In this letter, we derive the scaling laws of the sum rate for fading multiple-input multiple-output Gaussian broadcast channels using time sharing to the strongest user, dirty-paper coding (DPC), and beamforming, when the number of users (receivers) n is large. Throughout the letter, we assume a fix average transmit power and consider a block-fading Rayleigh channel. First, we show that for a system with M transmit antennas and users equipped with N antennas, the sum rate scales like M log logn N for DPC, and beamforming when M is fixed and for any N (either growing to infinity or not). On the other hand, when both M and N are fixed, the sum rate of time sharing to the strongest user scales like min(M,N)log log n. Therefore, the asymptotic gain of DPC over time sharing for the sum rate is (M/min(M,N)) when M and N are fixed. It is also shown that if M grows as logn, the sum rate of DPC and beamforming will grow linearly in M, but with different constant multiplicative factors. In this region, the sum-rate capacity of time-sharing scales like N log log n.
Additional Information
© Copyright 2007 IEEE. Reprinted with permission. Paper approved by B. Hochwald, the Editor for Communication and Coding Theory of the IEEE Communications Society. Manuscript received May 15, 2004; revised June 6, 2006. [Posted online: 2007-01-15] This work was supported in part by the National Science Foundation under Grant CCR-0133818, in part by the Office of Naval Research under Grant N00014-02-1-0578, and in part by Caltech's Lee Center for Advanced Networking. This paper was presented in part at the IEEE International Symposium on Information Theory, Chicago, IL, 2004.Files
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Additional details
- Eprint ID
- 7549
- Resolver ID
- CaltechAUTHORS:SHAieeetc07
- Created
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2007-03-02Created from EPrint's datestamp field
- Updated
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2021-11-08Created from EPrint's last_modified field