1. An investigation of dynamic subcarrier allocation in MIMO--OFDMA systems
- Author
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Peng, Ying, Armour, Simon M.D., and McGeehan, Joseph P.
- Subjects
Algorithms -- Usage ,MIMO communications -- Research ,Algorithm ,Business ,Electronics ,Electronics and electrical industries ,Transportation industry - Abstract
In this paper, orthogonal frequency-division multiple-access (OFDMA) systems with dynamic deterministic (as opposed to pseudorandom) allocation of subcarriers to users to exploit multiuser diversity are investigated. Previously published work on dynamic multiuser subcarrrier allocation for OFDMA systems with single-input--single-output (SISO) channels are surveyed. A near-optimal low-complexity algorithm tier SISO systems, which is structurally similar to the algorithm by Rhee and Cioffi, is extended to the case of multiple-input--multiple-output (MIMO) systems in this paper. The optimality and adaptability of this algorithm are analyzed by formulating an assignment problem and comparing with one optimal and two extended suboptimal strategies proposed based on previous work. Consideration of a MIMO channel creates further issues for the subcarrier-allocation process. In particular, methods whereby an appropriate subcarrier allocation may be exploited to minimize the effects of correlation in MIMO channels are of considerable interest. Several novel variants of the algorithm (referred to as 'schemes') are proposed and evaluated for MIMO systems employing both space-time block coding (STBC) and spatial multiplexing (SM) in both uncorrelated and correlated fading channels. Simulation results identify the most suitable schemes for both STBC and SM and, in particular, show that substantial improvements in performance tin terms of bit-error rate) in correlated channels can be achieved by means of suitable subcarrier allocation. In uncorrelated channels, the best scheme can tilter approximately 7-dB gain over the conventional MIMO channel; in highly correlated channels, even more substantial improvements (> 11-dB gain for STBC, > 20-dB gain for SM) in performance can also he achieved, demonstrating the ability of a well-designed subcarrier-allocation scheme to mitigate the debilitating effects of correlation on MIMO systems. Index Terms--Multiple input multiple output (MIMO), orthogonal frequency-division multiple access (OFDMA), single input single output (SISO), space-time block coding (STBC), spatial multiplexing (SM), subcarrier allocation.
- Published
- 2007