Title :
Energy efficient multiuser scheduling: Statistical guarantees on bursty packet loss
Author :
Majid Butt, M. ; Jorswieck, Eduard A. ; Mohamed, Amr
Author_Institution :
Dept. of Comput. Sci. & Eng., Qatar Univ., Doha, Qatar
Abstract :
In this paper, we consider energy efficient multiuser scheduling. Packet loss tolerance of the applications is exploited to minimize average system energy. There is a constraint on average packet drop rate and maximum number of packets dropped successively (bursty loss). A finite buffer size is assumed. We propose a scheme which schedules the users opportunistically according to the channel conditions, packet loss constraints and buffer size parameters. We assume imperfect channel state information at the transmitter side and analyze the scheme in large user limit using stochastic optimization techniques. First, we optimize system energy for a fixed buffer size which results in a corresponding statistical guarantee on successive packet drop. Then, we determine the minimum buffer size to achieve a target (improved) energy efficiency for the same (or better) statistical guarantee. We show that buffer size can be traded effectively to achieve system energy efficiency for target statistical guarantees on packet loss parameters.
Keywords :
multiuser channels; radio transmitters; resource allocation; simulated annealing; statistical analysis; stochastic programming; wireless channels; average packet drop rate; average system energy minimization; buffer size parameters; bursty packet loss tolerance; channel conditions; energy efficient multiuser scheduling; finite buffer size; fixed buffer size; imperfect channel state information; packet loss constraints; radio resource allocation; simulated annealing; statistical guarantees; stochastic optimization techniques; system energy optimization; wireless networks; Fading; Optimization; Packet loss; Schedules; Scheduling; Transmitters; Energy efficiency; opportunistic scheduling; simulated annealing; stochastic optimization;
Conference_Titel :
Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2014 12th International Symposium on
Conference_Location :
Hammamet
DOI :
10.1109/WIOPT.2014.6850360