Resource allocation algorithm in LTE uplink SC-FDMA system for time-varying channel with imperfect channel state information

被引:2
作者
机构
[1] Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications
来源
Xu, Q.-S. (xqs@bupt.edu.cn) | 2013年 / Beijing University of Posts and Telecommunications卷 / 20期
基金
中国国家自然科学基金;
关键词
discrete stochastic optimization; imperfect channel state information; resource allocation; SC-FDMA; time-varying channel;
D O I
10.1016/S1005-8885(13)60020-5
中图分类号
学科分类号
摘要
In long term evolution (LTE) uplink single carrier frequency division multiple access (SC-FDMA) system, the restriction that multiple resource blocks (RBs) allocated to a user should be adjacent, makes the resource allocation problem hard to solve. Moreover, with the practical constraint that perfect channel state information (CSI) cannot be obtained in time-varying channel, the resource allocation problem will become more difficult. In this paper, an efficient resource allocation algorithm is proposed in LTE uplink SC-FDMA system with imperfect CSI assumption. Firstly, the resource allocation problem is formulated as a mixed integer programming problem. Then an efficient algorithm based on discrete stochastic optimization is proposed to solve the problem. Finally, simulation results show that the proposed algorithm has desirable system performance. © 2013 The Journal of China Universities of Posts and Telecommunications.
引用
收藏
页码:7 / 11
页数:4
相关论文
共 8 条
[1]  
Zhuang L., Wang G.Y., Shao K., A DCT-based SC-FDMA system, Journal of Chongqing University of Posts and Telecommunications: Natural Science, 23, 6, pp. 691-694, (2011)
[2]  
Wong I.C., Oteri O., McCoy W., Optimal resource allocation in uplink SC-FDMA systems, IEEE Transactions on Wireless Communications, 8, 5, pp. 2161-2165, (2009)
[3]  
Ahmad A., Assaad M., Polynomial-complexity optimal resource allocation framework for uplink SC-FDMA systems, Proceedings of the IEEE Global Telecommunications Conference (GLOBECOM'11), Dec 5-9, 2011, Houston, TX, USA, (2011)
[4]  
Lee S.B., Pefkianakis I., Meyerson A., Et al., Proportional fair frequency-domain packet scheduling for 3GPP LTE uplink, Proceedings of the 28th Annual Joint Conference of IEEE Computer and Communications (INFOCOM'09), Apr 19-25, 2009, Rio de Janeiro, Brazil, pp. 2611-2615, (2009)
[5]  
Dechene D.J., Shami A., Energy efficient resource allocation in SC-FDMA uplink with synchronous HARQ constraints, Proceedings of the IEEE International Conference on Communications (ICC'11), Jun 5-9, 2011, Kyoto, Japan, (2011)
[6]  
Fan J.C., Yin Q.Y., Li G.Y., Et al., Joint user pairing and resource allocation for uplink SC-FDMA systems, Proceedings of the IEEE Global Telecommunications Conference (GLOBECOM'11), Dec 5-9, 2011, Houston, TX, USA, (2011)
[7]  
Berenguer I., Wang X.D., Krishnamurthy V., Adaptive MIMO antenna selection via discrete stochastic optimization, IEEE Transactions on Signal Processing, 53, 11, pp. 4315-4329, (2005)
[8]  
Xie R.C., Yu F.R., Ji H., Dynamic resource allocation for heterogeneous services in cognitive radio networks with imperfect channel sensing, IEEE Transactions on Vehicular Technology, 61, 2, pp. 770-780, (2012)