Title :
Two-Level Downlink Scheduling for Real-Time Multimedia Services in LTE Networks
Author :
Piro, Giuseppe ; Grieco, Luigi Alfredo ; Boggia, Gennaro ; Fortuna, R. ; Camarda, P.
Author_Institution :
DEE-Dipt. di Elettron. ed Elettrotec., Politec. di Bari, Bari, Italy
Abstract :
Long-term evolution represents an emerging technology that promises a broadband and ubiquitous Internet access. But several aspects have to be considered for providing effective multimedia services to mobile users. In particular, in this work, we consider the design of a quality-of-service (QoS) aware packet scheduler for real-time downlink communications. To this aim, a novel two-level scheduling algorithm is conceived. The upper level exploits an innovative approach based on discrete-time linear control theory. Instead, at the lower level, a proportional fair scheduler has been properly tailored to our purposes. The performance and the complexity of the proposed scheme have been evaluated both theoretically and by using simulations. A comparison with recently proposed scheduling strategies has been also presented, considering several network conditions and real-time multimedia flows. Particular attention has been devoted to the evaluation of the quality-of-experience (QoE) provided to end users. Results have clearly shown that the proposed approach is able to greatly outperform the existing ones especially in the presence of real-time video flows.
Keywords :
Internet; Long Term Evolution; broadband networks; discrete time systems; linear systems; multimedia communication; quality of service; scheduling; LTE networks; QoE; QoS; broadband access; discrete-time linear control theory; long-term evolution; mobile users; quality-of-experience; quality-of-service; real-time downlink communications; real-time multimedia services; two-level downlink scheduling; two-level scheduling algorithm; ubiquitous Internet access; Bandwidth; Delay; Downlink; Multimedia communication; Quality of service; Real time systems; Scheduling algorithm; Cellular networks; downlink scheduling; long- term evolution (LTE); quality-of- service (QoS); quality-of-experience (QoE);
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2011.2152381