Optimal Resource Allocation for Power-Efficient MC-NOMA with Imperfect Channel State Information

IEEE Transactions on Communications

Volumn 65, Issue 9, 2017, Pages 3944-3961

  Wei, Zhiqiang ^a   Ng, Derrick Wing Kwan ^a   Yuan, Jinhong ^a   Wang, Hui Ming ^b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

imperfect channel state information; Non orthogonal multiple access; quality of service; resource allocation

Indexed keywords

BENCHMARKING; BRANCH AND BOUND METHOD; CHANNEL CAPACITY; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTATIONAL COMPLEXITY; CONVEX OPTIMIZATION; DECODING; ITERATIVE METHODS; OPTIMIZATION; QUALITY OF SERVICE; RESOURCE ALLOCATION;

BRANCH-AND-BOUND APPROACHES; DIFFERENCE OF CONVEX PROGRAMMING; IMPERFECT CHANNEL STATE INFORMATION; MULTIPLE ACCESS; MULTIPLICATIVE PROGRAMMING; OPTIMAL RESOURCE ALLOCATION; RESOURCE ALLOCATION ALGORITHMS; SUCCESSIVE INTERFERENCE CANCELLATION(SIC);

CHANNEL STATE INFORMATION;

EID: 85029924853     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2017.2709301     Document Type: Conference Paper

References (53)

1. Z. Wei, D. W. K. Ng, and J. Yuan, "Power-efficient resource allocation for MC-NOMA with statistical channel state information, " in Proc. IEEE Global Commun. Conf., Dec. 2016, pp. 1-7.
2. Z. Ding et al., "Application of non-orthogonal multiple access in LTE and 5G networks, " IEEE Commun. Mag., vol. 55, no. 2, pp. 185-191, Feb. 2017.
3. L. Dai, B. Wang, Y. Yuan, S. Han, I. Chih-Lin, and Z. Wang, "Non-orthogonal multiple access for 5G: Solutions, challenges, opportu-nities, and future research trends, " IEEE Commun. Mag., vol. 53, no. 9, pp. 74-81, Sep. 2015.
4. Z. Wei, Y. Jinhong, D. W. K. Ng, M. Elkashlan, and Z. Ding, "A survey of downlink non-orthogonal multiple access for 5G wireless communication networks, " ZTE Commun., vol. 14, no. 4, pp. 17-25, Oct. 2016.
5. J. G. Andrews et al., "What will 5G be?" IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1065-1082, Jun. 2014.
6. V. W. Wong, R. Schober, D. W. K. Ng, and L.-C. Wang, Key Technologies for 5G Wireless Systems. Cambridge, U.K.: Cambridge Univ. Press, 2017.
7. Study on Downlink Multiuser Supersition Transmission (MUST) for LTE (Release 13), document TR 36.859, 3GPP, Dec. 2015.
8. Y. Saito, A. Benjebbour, Y. Kishiyama, and T. Nakamura, "System-level performance evaluation of downlink non-orthogonal multiple access (NOMA), " in Proc. IEEE Int. Symp. Pers., Indoor Mobile Radio Commun. (PIMRC), London, U.K., Sep. 2013, pp. 611-615.
9. A. Benjebbour, A. Li, Y. Saito, Y. Kishiyama, A. Harada, and T. Nakamura, "System-level performance of downlink NOMA for future LTE enhancements, " in Proc. IEEE Global Commun. Conf., Dec. 2013, pp. 66-70.
10. P. Xu, Z. Ding, X. Dai, and H. V. Poor, "A new evaluation criterion for non-orthogonal multiple access in 5G software defined networks, " IEEE Access, vol. 3, pp. 1633-1639, Sep. 2015.
11. Z. Ding, Z. Yang, P. Fan, and H. V. Poor, "On the performance of non-orthogonal multiple access in 5G systems with randomly deployed users, " IEEE Signal Process. Lett., vol. 21, no. 12, pp. 1501-1505, Dec. 2014.
12. Z. Ding, P. Fan, and H. V. Poor, "Impact of user pairing on 5G nonorthogonal multiple-access downlink transmissions, " IEEE Trans. Veh. Technol., vol. 65, no. 8, pp. 6010-6023, Aug. 2016.
13. Z. Yang, Z. Ding, P. Fan, and G. K. Karagiannidis, "On the performance of non-orthogonal multiple access systems with partial channel information, " IEEE Trans. Commun., vol. 64, no. 2, pp. 654-667, Feb. 2016.
14. L. Lei, D. Yuan, C. K. Ho, and S. Sun, "Power and channel allo-cation for non-orthogonal multiple access in 5G systems: Tractability and computation, " IEEE Trans. Wireless Commun., vol. 15, no. 12, pp. 8580-8594, Dec. 2016.
15. B. Di, L. Song, and Y. Li, "Sub-channel assignment, power allocation, and user scheduling for non-orthogonal multiple access networks, " IEEE Trans. Wireless Commun., vol. 15, no. 11, pp. 7686-7698, Nov. 2016.
16. Y. Sun, D. W. K. Ng, Z. Ding, and R. Schober, "Optimal joint power and subcarrier allocation for full-duplex multicarrier non-orthogonal multiple access systems, " IEEE Trans. Commun., vol. 65, no. 3, pp. 1077-1091, Mar. 2017.
17. F. Liu, P. Mahonen, and M. Petrova, "Proportional fairness-based user pairing and power allocation for non-orthogonal multiple access, " in Proc. IEEE Pers., Indoor Mobile Radio Commun. Symp., Aug. 2015, pp. 1127-1131.
18. S. Timotheou and I. Krikidis, "Fairness for non-orthogonal multiple access in 5G systems, " IEEE Signal Process. Lett., vol. 22, no. 10, pp. 1647-1651, Oct. 2015.
19. E. A. Jorswieck and H. Boche, "Optimal transmission strategies and impact of correlation in multiantenna systems with different types of channel state information, " IEEE Trans. Signal Process., vol. 52, no. 12, pp. 3440-3453, Dec. 2004.
20. J. Wang and D. P. Palomar, "Worst-case robust MIMO transmission with imperfect channel knowledge, " IEEE Trans. Signal Process., vol. 57, no. 8, pp. 3086-3100, Aug. 2009.
21. X. Zhang, D. P. Palomar, and B. Ottersten, "Statistically robust design of linear MIMO transceivers, " IEEE Trans. Signal Process., vol. 56, no. 8, pp. 3678-3689, Aug. 2008.
22. Q. Wu, G. Y. Li, W. Chen, D. W. K. Ng, and R. Schober. (Sep. 2016). "An overview of sustainable green 5G networks." [Online]. Available: https://arxiv.org/abs/1609.09773
23. D. W. K. Ng, E. S. Lo, and R. Schober, "Energy-efficient resource allocation in OFDMA systems with large numbers of base sta-tion antennas, " IEEE Trans. Wireless Commun., vol. 11, no. 9, pp. 3292-3304, Sep. 2012.
24. D. W. K. Ng, Y. Wu, and R. Schober, "Power efficient resource allocation for full-duplex radio distributed antenna networks, " IEEE Trans. Wireless Commun., vol. 15, no. 4, pp. 2896-2911, Apr. 2016.
25. Y. Zhang, H. M. Wang, T. X. Zheng, and Q. Yang, "Energy-efficient transmission design in non-orthogonal multiple access, " IEEE Trans. Veh. Technol., vol. 66, no. 3, pp. 2852-2857, Mar. 2016.
26. F. Fang, H. Zhang, J. Cheng, and V. C. M. Leung, "Energy-efficient resource allocation for downlink non-orthogonal multiple access net-work, " IEEE Trans. Commun., vol. 64, no. 9, pp. 3722-3732, Sep. 2016.
27. L. Lei, D. Yuan, and P. Värbrand, "On power minimization for non-orthogonal multiple access (NOMA), " IEEE Commun. Lett., vol. 20, no. 12, pp. 2458-2461, Dec. 2016.
28. J. Cui, Z. Ding, and P. Fan, "A novel power allocation scheme under outage constraints in NOMA systems, " IEEE Signal Process. Lett., vol. 23, no. 9, pp. 1226-1230, Sep. 2016.
29. H. Konno and K. Fukaishi, "A branch and bound algorithm for solving low rank linear multiplicative and fractional programming problems, " J. Global Optim., vol. 18, no. 3, pp. 283-299, Nov. 2000.
30. R. Horst and H. Tuy, Global Optimization: Deterministic Approaches. Berlin, Germany: Springer, 2013.
31. C. D. Maranas and C. A. Floudas, "Global optimization in general-ized geometric programming, " Comput. Chem. Eng., vol. 21, no. 4, pp. 351-369, Dec. 1997.
32. I. P. Androulakis, C. D. Maranas, and C. A. Floudas, "αBB: A global optimization method for general constrained nonconvex problems, " J. Global Optim., vol. 7, no. 4, pp. 337-363, Dec. 1995.
33. Q. T. Dinh and M. Diehl, "Local convergence of sequential convex programming for nonconvex optimization, " in Recent Advances in Optimization and its Applications in Engineering. Berlin, Germany: Springer, 2010, pp. 93-102.
34. N. Vucic, S. Shi, and M. Schubert, "DC programming approach for resource allocation in wireless networks, " in Proc. Int. Symp. Modeling Optim. Mobile Ad Hoc Wireless Netw., May 2010, pp. 380-386.
35. H. Nikopour and H. Baligh, "Sparse code multiple access, " in Proc. IEEE 24th Int. Symp. Pers. Indoor Mobile Radio Commun. (PIMRC), Sep. 2013, pp. 332-336.
36. B. Wang, K. Wang, Z. Lu, T. Xie, and J. Quan, "Comparison study of non-orthogonal multiple access schemes for 5G, " in Proc. IEEE Int. Symp. Broadband Multimedia Syst. Broadcast., Jun. 2015, pp. 1-5.
37. Y. Liu, Z. Ding, M. Elkashlan, and H. V. Poor, "Cooperative non-orthogonal multiple access with simultaneous wireless information and power transfer, " IEEE J. Sel. Areas Commun., vol. 34, no. 4, pp. 938-953, Apr. 2016.
38. Z. Chen, Z. Ding, P. Xu, and X. Dai, "Optimal precoding for a QoS optimization problem in two-user MISO-NOMA downlink, " IEEE Commun. Lett., vol. 20, no. 6, pp. 1263-1266, Jun. 2016.
39. Y. Sun, D. W. K. Ng, Z. Ding, and R. Schober, "Optimal joint power and subcarrier allocation for MC-NOMA systems, " in Proc. IEEE Global Commun. Conf., Dec. 2016, pp. 1-6.
40. L. Lei, D. Yuan, C. K. Ho, and S. Sun, "Joint optimization of power and channel allocation with non-orthogonal multiple access for 5G cellular systems, " in Proc. IEEE Global Commun. Conf., Dec. 2015, pp. 1-6.
41. D. Tse and P. Viswanath, Fundamentals of Wireless Communication. Cambridge, Cambridge Univ. Press, 2005.
42. H. Zhu and J. Wang, "Chunk-based resource allocation in OFDMA systems-Part I: Chunk allocation, " IEEE Trans. Commun., vol. 57, no. 9, pp. 2734-2744, Sep. 2009.
43. D. W. K. Ng and R. Schober, "Cross-layer scheduling for OFDMA amplify-and-forward relay networks, " IEEE Trans. Veh. Technol, vol. 59, no. 3, pp. 1443-1458, Mar. 2010.
44. C. A. Floudas, Nonlinear and Mixed-Integer Optimization: Fundamentals and Applications. Oxford, U.K.: Oxford Univ. Press, 1995.
45. M. Grant and S. Boyd. (Mar. 2014). CVX: Matlab Software for Disciplined Convex Programming, Version 2.1. [Online]. Available: http://cvxr. com/cvx
46. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.
47. Y. Nesterov and A. Nemirovskii, Interior-Point Polynomial Algorithms in Convex Programming (Studies in Applied Mathematics). Philadelphia, PA, USA: SIAM, 1994.
48. T. H. Cormen, C. E. Leiserson, R. L. Rivest, and C. Stein, Introduction to Algorithms, vol. 6. Cambridge, MA, USA: MIT Press, 2001.
49. Evolved Universal Terrestrial Radio Access: Further Advancements for E-UTRA Physical Layer Aspects, document TR 36.814, 3GPP, 2010.
50. A. Mosek. (Dec. 2016). The MOSEK Optimization Software, Version 7.1. [Online]. Available: http://www.mosek.com
51. S. Sesia, I. Toufik, and M. Baker, LTE-The UMTS Long Term Evolution. Hoboken, NJ, USA: Wiley, 2015.
52. W. Yu and R. Lui, "Dual methods for nonconvex spectrum optimization of multicarrier systems, " IEEE Trans. Commun., vol. 54, no. 7, pp. 1310-1322, Jul. 2006.
53. D. W. K. Ng, E. S. Lo, and R. Schober, "Energy-efficient resource allocation in multi-cell OFDMA systems with limited backhaul capacity, " IEEE Trans. Wireless Commun., vol. 11, no. 10, pp. 3618-3631, Oct. 2012.