Title :
Size-based and channel-aware scheduling algorithm proposal for mean delay optimization in wireless networks
Author :
Taboada, Ianire ; Fajardo, Jose Oscar ; Liberal, Fidel ; Blanco, Bego
Author_Institution :
Univ. of the Basque Country, Bilbao, Spain
Abstract :
This paper deals with the analysis of the impact of different scheduling algorithms on flow level mean delay performance of elastic traffic in a single cell wireless downlink data channel paradigm. An enhanced size-based and channel-aware discipline is proposed, which is based on the sized-aware Gittins index approach applied to a time-varying channel context. In order to compare the proposed Opportunistic Gittins rule performance with well-known scheduling algorithms, several simulations have been performed for stochastically arriving flows with Pareto sizes under fading conditions, for different network loads and channel quality indicator reporting rates. As concluded, an approach that combines both flow size-awareness and channel-awareness is the best option, which guarantees a trade-off between minimizing uplink overhead due to channel quality reports and improving scheduling performance aimed at reducing overall flow mean delay.
Keywords :
Pareto analysis; cellular radio; delays; fading channels; radio networks; scheduling; stochastic processes; telecommunication traffic; time-varying channels; Pareto sizing; channel quality indicator; channel-aware scheduling algorithm; channel-awareness; elastic traffic; fading channel quality; flow level mean delay performance; flow size-awareness; mean delay optimization; opportunistic Gittins rule performance; single cell wireless downlink data channel network paradigm; size-based scheduling algorithm; sized-aware Gittins index approach; time-varying channel context; Channel capacity; Context; Delay; Indexes; Optimal scheduling; Scheduling algorithms; Time-varying channels; CQI reporting rate; Gittins index rule; Pareto flow size distribution; mean delay optimization; scheduling algorithm; time-varying channel;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364896