Title :
Analysis of Practical Frequency Selective Scheduling Algorithms in LTE Networks
Author :
Alfarhan, F. ; Lerbour, R. ; Le Helloco, Y. ; Donnard, G.
Author_Institution :
InfoVista, Gatineau, QC, Canada
Abstract :
The use of orthogonal frequency division multiple access (OFDMA) in Long Term Evolution (LTE) and LTE- Advanced systems facilitates the potential for scheduling cell users on orthogonal time-frequency resource blocks selectively. This paper identifies several frequency selective scheduling (FSS) algorithms and studies their performance and optimality under certain identified constraints in practice. The performance is studied under the limiting factors of cell load, user mobility, the number of users per cell, data traffic characteristics, and the LTE standards constraint of using a single modulation and coding scheme (MCS) across assigned resource blocks. To address the single MCS restriction, a dynamic Proportional Fair (PF) scheduling algorithm is developed to achieve optimal allocation under this constraint. The gain either in signal-to-interference-plus-noise ratio (SINR) or cell throughput achieved from these algorithms is statistically quantified using detailed LTE system level simulations.
Keywords :
Long Term Evolution; OFDM modulation; cellular radio; data communication; frequency allocation; frequency division multiple access; frequency selective surfaces; mobility management (mobile radio); modulation coding; network coding; resource allocation; scheduling; statistical analysis; telecommunication traffic; time-frequency analysis; FSS algorithm; LTE network; LTE-advanced system; Long Term Evolution standard; MCS; OFDMA; SINR; cell load user mobility; data traffic; dynamic PF scheduling algorithm; dynamic proportional fair scheduling algorithm; modulation and coding scheme; optimal allocation; orthogonal frequency division multiple access; orthogonal time-frequency resource block; practical frequency selective scheduling algorithm analysis; signal-to-interference-plus-noise ratio; statistical analysis; Algorithm design and analysis; Delays; Frequency selective surfaces; Gain; Heuristic algorithms; Interference; Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2014 IEEE 80th
Conference_Location :
Vancouver, BC
DOI :
10.1109/VTCFall.2014.6965881