DocumentCode :
742188
Title :
Frequency Domain Packet Scheduling with Stability Analysis for 3GPP LTE Uplink
Author :
Fengyuan Ren ; Yinsheng Xu ; Hongkun Yang ; Jiao Zhang ; Chuang Lin
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Volume :
12
Issue :
12
fYear :
2013
Firstpage :
2412
Lastpage :
2426
Abstract :
In this paper, we investigate the Frequency Domain Packet Scheduling (FDPS) problem for 3GPP Long Term Evolution (LTE) Uplink (UL). Instead of studying a specific scheduling policy, we provide a unified approach to tackle this issue. First, we formalize a general LTE UL FDPS problem, which is suitable for various scheduling policies. Then, we prove that the problem is MAX SNP-hard, which implies that approximation algorithms with constant approximation ratios are the best that we can hope for. Therefore, we design two approximation algorithms, both of which have polynomial runtime. The first algorithm is based on a simple greedy method. The second one is based on the Local Ratio (L-R) technique and it can approximately solve the LTE UL FDPS problem with an approximation ratio of 2. To further analyze the stability of the 2-approximation L-R algorithm, we derive a specific FDPS problem, which incorporates the queue length and channel quality information. We utilize the Lyapunov Drift to prove the L-R algorithm is stable for any (ω00)-admissible LTE UL systems. The simulation results indicate good performance of the L-R scheduler.
Keywords :
3G mobile communication; Long Term Evolution; computational complexity; frequency-domain analysis; greedy algorithms; optimisation; polynomial approximation; scheduling; stability; 3GPP LTE uplink; L-R technique; LTE UL FDPS problem; Long Term Evolution; MAX SNP-hard; channel quality information; constant approximation ratios; frequency domain packet scheduling; local ratio technique; polynomial runtime; queue length; scheduling policy; simple greedy method; stability analysis; Algorithm design and analysis; Approximation algorithms; Approximation methods; Frequency domain analysis; Scheduling algorithms; Stability analysis; $((omega; Long term evolution (LTE); Lyapunov drift; Optimization Algorithm; approximation ratio; epsilon))$-admissible; frequency domain packet scheduling (FDPS); local ratio; stability analysis; uplink (UL);
fLanguage :
English
Journal_Title :
Mobile Computing, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1233
Type :
jour
DOI :
10.1109/TMC.2012.223
Filename :
6338932
Link To Document :
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