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http://dx.doi.org/10.3837/tiis.2017.10.008

Cross-layer Dynamic Subcarrier Allocation with Adaptive Service Rate Control in SC-FDMA System  

Ye, Fang (College of Information and Communication Engineering, Harbin Engineering University)
Su, Chunxia (College of Information and Communication Engineering, Harbin Engineering University)
Li, Yibing (College of Information and Communication Engineering, Harbin Engineering University)
Zhang, Xu (College of Information and Communication Engineering, Harbin Engineering University)
Publication Information
KSII Transactions on Internet and Information Systems (TIIS) / v.11, no.10, 2017 , pp. 4823-4843 More about this Journal
Abstract
In this paper, an improved utility-based cross-layer dynamic subcarrier allocation (DSA) algorithm is proposed for single carrier frequency division multiple access (SC-FDMA) system, which adopts adaptive service rate control (ASRC) to eliminate the service rate waste and improve the spectral efficiency in heterogeneous network including non-real-time traffic and real-time traffic. In this algorithm, furthermore, a first in first out (FIFO) queuing model with finite space is established on the cross-layer scheduling framework. Simulation results indicate that by taking the service rate constraint as the necessary condition for optimality, the ASRC algorithm can effectively eliminate the service rate waste without compromising the scheduling performance. Moreover, the ASRC algorithm is able to further improve the quality of service (QoS) performance and transmission throughput by contributing an attractive performance trade-off between real-time and non-real-time applications.
Keywords
SC-FDMA; heterogeneous network; adaptive service rate control; dynamic subcarrier allocation; quality of service (QoS);
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1 Ahmad A., Khan M.T.R. and Kaleem Z., "Uplink optimal power allocation for heterogeneous multiuser SIMO SC-FDMA networks," Electronics Letters, vol. 52, no. 24, pp. 1990-1992, November, 2016.   DOI
2 Gu J., Lee T.J. and Chung M.Y., "Water-filling technique-based proportionally fair scheduling algorithm for SC-FDMA," Transactions on Emerging Telecommunications Technologies, vol. 27, no. 12, pp. 1664-1671, December, 2016.   DOI
3 Seba Vitomir, Modlic Borivoj and Sisul Gordan, "Resource Allocation Algorithm with Dynamic Subcarrier Assignment in OFDMA-based Wireless Networks," Automatika, vol. 55, no. 4, pp. 495-503, October-December, 2014.   DOI
4 Lu X, Ni Q, Li W and Zhang H, "Dynamic User Grouping and Joint Resource Allocation with Multi-Cell Cooperation for Uplink Virtual MIMO Systems," IEEE Transactions on Wireless Communications, vol. 16, no. 6, pp. 3854-3869, June, 2017.   DOI
5 Li Y, Nie W and Ye F, "A Complex Mixing Matrix Estimation Algorithm Based on Single Source Points," Circuits Systems and Signal Processing, vol. 34, no. 11, pp. 3709-3723, November, 2015.   DOI
6 Ahmad A, "Resource allocation and adaptive modulation in uplink SC-FDMA systems," Wireless personal communications, vol. 75, no. 4, pp. 2217-2242, April, 2014.   DOI
7 Tsiropoulou E E, Kapoukakis A and Papavassiliou S, "Uplink resource allocation in SC-FDMA wireless networks: A survey and taxonomy," Computer Networks, vol. 96, pp. 1-28, February, 2016.   DOI
8 Chen Q and Wu D, "Delay-Rate-Distortion Model for Real-Time Video Communication," IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 8, pp. 1376-1394, August, 2015.   DOI
9 LI, Y. B., YANG,R. and YE, F, "Improved spectrum sharing algorithm based on feedback control information in cognitive radio networks," Journal of System Engineering and Electronics, vol. 24, no. 4, pp. 564-570, August, 2013.   DOI
10 MYUNG, H. G. and GOODMAN, D. J, Single Carrier FDMA: a New Air Interface for Long Term Evolution, John Wiley & Sons, 2008.
11 Liu Y S and Wu J S, "A Chunk-Based Scheduling Algorithm Considering User Satisfaction for SC-FDMA Transmission," Wireless Personal Communications, vol. 92, no. 4, pp. 1387-1405, February, 2017.   DOI
12 Zarakovitis CC, Ni Q, Skordoulis DE and Hadjinicolaou MG, "Power-efficient cross-layer design for OFDMA systems with heterogeneous QoS, imperfect CSI, and outage considerations," IEEE Transactions on Vehicular Technology, vol. 61, no. 2, pp. 781-798, February, 2012.   DOI
13 SADR, S., ANPALAGAN, A. and RAAHEMIFAR, K, "Radio resource allocation algorithms for the downlink of multiuser OFDM communication systems," IEEE Communications Surveys and Tutorials, vol. 11, no. 3, pp. 92-106, 2009.
14 ANDREWS, M., KUMARAN, K., RAMANAN, K., STOLYAR, A., WHITING, P. and VIJAYAKUMAR, R., "Providing quality of service over a shared wireless link," IEEE Communications Magazine, vol. 39, no. 2, pp. 150-154, February, 2001.   DOI
15 SONG, G. C. and LI, Y., "Utility-based resource allocation and scheduling in OFDM-based wireless broadband networks," IEEE Communications Magazine, vol. 43, no. 12, pp. 127-134, December, 2005.
16 Rodrigues, E. B. and Casadevall, F., "Control of the trade-off between resource efficiency and user fairness in wireless networks using utility-based adaptive resource allocation," IEEE Communications Magazine, vol. 49, no. 9, pp. 90-98, September, 2011.   DOI
17 KONG, Z., KWOK, Y. K. and WANG, J. Z., "A low-complexity QoS aware proportional fair multicarrier scheduling algorithm for OFDM systems," IEEE Transactions on Vehicular Technology, vol. 58, no. 5, pp. 2225-2235, June, 2009.   DOI
18 SONG, G. C., LI, Y., CIMINI, L. J. JR. and ZHENG, H., "Joint channel-aware and queue-aware data scheduling in multiple shared wireless channels," in Proc. of IEEE Wireless Communications and Networking Conference, pp. 1939-1944, March 21-25, 2004.
19 Junsung, L., Myung, H. G., Kyungjin, O. and Goodman, D. J., "Proportional fair scheduling of uplink single-carrier FDMA," in Proc. of the 17th International Symposium on Personal, Indoor and Mobile Radio Communications, pp.1-6, September 11-14, 2006.
20 Triantafyllopoulou D, Kollias K and Moessner K., "QoS and Energy Efficient Resource Allocation in Uplink SC-FDMA Systems," IEEE Transactions on Wireless Communications, vol. 14, no. 6, pp. 3033-3045, June, 2015.   DOI
21 Lee, T. H., and Huang, Y. W., "Resource allocation achieving high system throughput with QoS support in OFDMA-based system," IEEE Transactions on Communications, vol. 60, no. 3, pp. 851-861, March, 2012.   DOI
22 Shi T, Zhou S and Yao Y., "Capacity of single carrier systems with frequency-domain equalization," in Proc. of the IEEE 6th Circuits and Systems Symposium on Emerging Technologies: Frontiers of Mobile and Wireless Communication, pp. 429-432, May 31-June 02, 2004.
23 Rodrigues, E. B., Cavalcanti, F. R. P. and Wanstedt, S., "QoS-driven adaptive congestion control for voice over IP in multiservice wireless cellular networks," IEEE Communications Magazine, vol. 46, no. 1, pp. 100-107, January, 2008.   DOI
24 KATOOZIAN, M., NAVAIE, K., and YANIKOMEROGLU, H., "Utility-based adaptive radio resource allocation in OFDM wireless networks with traffic prioritization," IEEE Transactions on Wireless Communications, vol. 8, no. 1, pp. 66-71, January, 2009.   DOI