Title :
A Low-Complexity QoS-Aware Proportional Fair Multicarrier Scheduling Algorithm for OFDM Systems
Author :
Kong, Zhen ; Kwok, Yu-Kwong ; Wang, Jiangzhou
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Hong Kong
fDate :
6/1/2009 12:00:00 AM
Abstract :
Orthogonal frequency-division multiplexing (OFDM) systems are the major cellular platforms for supporting ubiquitous high-speed mobile applications. However, a number of research challenges remain to be tackled. One of the most important challenges is the design of a judicious packet scheduler that will make efficient use of the spectrum bandwidth. Due to the multicarrier nature of the OFDM systems, the applicability and performance of traditional wireless packet-scheduling algorithms, which are usually designed for single-carrier systems, are largely unknown. In th.is paper, we propose a new quality-of-service (QoS)-aware proportional fairness (QPF) packet-scheduling policy with low complexity for the downlink of multiuser OFDM systems to allocate radio resources among users. Our proposed algorithm is based on a cross-layer design in that the scheduler is aware of both the channel (i.e., physical layer) and the queue state (i.e., data link layer) information to achieve proportional fairness while maximizing each user´s packet-level QoS performance. The simulation results show that the proposed QPF algorithm is efficient in terms of average system throughput, packet-dropping probability, and packet delay, while maintaining adequate fairness among users with relatively low scheduling overhead.
Keywords :
OFDM modulation; cellular radio; probability; quality of service; resource allocation; telecommunication network management; OFDM systems; QoS-aware proportional fair multicarrier scheduling algorithm; average system throughput; cellular platforms; low-complexity multicarrier scheduling algorithm; multiuser OFDM systems; orthogonal frequency-division multiplexing; packet delay; packet-dropping probability; packet-scheduling policy; quality-of-service-aware proportional fairness; radio resource allocation; single-carrier systems; ubiquitous high-speed mobile applications; Cross-layer design; orthogonal frequency-division multiplexing (OFDM) systems; packet scheduling; proportional fairness (PF); quality of service (QoS);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2008.2009874