Title :
Dynamic Resource Allocation in MIMO-OFDMA Systems with Full-Duplex and Hybrid Relaying
Author :
Ng, Derrick Wing Kwan ; Lo, Ernest S. ; Schober, Robert
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fDate :
5/1/2012 12:00:00 AM
Abstract :
In this paper, we formulate a joint optimization problem for resource allocation and scheduling in full-duplex multiple-input multiple-output orthogonal frequency division multiple access (MIMO-OFDMA) relaying systems with amplify-and-forward (AF) and decode-and-forward (DF) relaying protocols. Our problem formulation takes into account heterogeneous data rate requirements for delay sensitive and non-delay sensitive users. We also consider a theoretically optimal hybrid relaying scheme as a performance benchmark, which allows a dynamic selection between AF relaying and DF relaying protocols with full-duplex and half-duplex relays. We show that under some mild conditions the optimal transmitter precoding and receiver post-processing matrices jointly diagonalize the MIMO-OFDMA relay channels for all considered relaying protocols transforming the resource allocation and scheduling problem into a scalar optimization problem. Dual decomposition is employed to solve this optimization problem and a distributed iterative resource allocation and scheduling algorithm with closed-form power and subcarrier allocation is derived. Simulation results not only illustrate that the proposed distributed algorithm converges to the optimal solution in a small number of iterations, but also demonstrate the potential performance gains achievable with full-duplex relaying protocols.
Keywords :
MIMO communication; OFDM modulation; amplify and forward communication; decode and forward communication; frequency division multiple access; iterative methods; protocols; resource allocation; scheduling; AF relaying protocols; DF relaying protocols; MIMO-OFDMA relay channels; amplify-and-forward relaying protocols; closed-form power allocation; decode-and-forward relaying protocols; delay sensitive users; distributed iterative resource allocation; dual decomposition; dynamic resource allocation; full-duplex MIMO-OFDMA relaying systems; full-duplex relaying; full-duplex relaying protocols; hybrid relaying; iterations; joint optimization problem; multiple-input multiple-output orthogonal frequency division multiple access; nondelay sensitive users; optimal hybrid relaying scheme; optimization problem; resource scheduling; scalar optimization problem; scheduling algorithm; subcarrier allocation; Covariance matrix; High definition video; Mobile communication; Optimization; Relays; Resource management; Vectors; MIMO-OFDMA; amplify-and-forward relays; decode-and-forward relays; distributed resource allocation; dual decomposition; full-duplex relaying; loop interference; multiuser diversity;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2012.031712.110233