Cross-Layer Power Allocation in Nonorthogonal Multiple Access Systems for Statistical QoS Provisioning

被引:24
作者
Liu, Gang [1 ,2 ]
Ma, Zheng [1 ]
Chen, Xianhao [1 ]
Ding, Zhiguo [3 ]
Yu, F. Richard [4 ]
Fan, Pingzhi [1 ]
机构
[1] Southwest Jiaotong Univ, Key Lab Informat Coding & Transmiss, Chengdu 610031, Sichuan, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
[3] Univ Lancaster, Sch Comp & Commun, Lancaster LA1 4WA, England
[4] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
关键词
5G; delay QoS requirement; effective capacity; NOMA; power allocation; WIRELESS NETWORKS; 5G SYSTEMS; SERVICE; QUALITY; OPTIMIZATION; GUARANTEES;
D O I
10.1109/TVT.2017.2725641
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Power allocation is a critical issue in the physical layer of power-domain nonorthogonal multiple access (NOMA) systems. However, existing power allocation schemes have not considered the delay quality of service (QoS) requirement in the datalink layer of users, and hence may not ensure the desired delay QoS requested by the services in the upper layers. Different from existing works, we apply the statistical QoS theory into NOMA systems and formulate the physical-datalink cross-layer power allocation problem as a stochastic optimization problem under different delay QoS constraints. Also, we show that the formulated problem is quasi-concave and propose a bisection-based cross-layer power allocation algorithm. Simulation results show that the proposed algorithm is able to converge to the optimal solution obtained by exhaustive search. Also, the proposed scheme outperforms existing fixed NOMA and time-division multiple access based schemes in terms of max-min effective capacity.
引用
收藏
页码:11388 / 11393
页数:6
相关论文
共 16 条
[1]   What Will 5G Be? [J].
Andrews, Jeffrey G. ;
Buzzi, Stefano ;
Choi, Wan ;
Hanly, Stephen V. ;
Lozano, Angel ;
Soong, Anthony C. K. ;
Zhang, Jianzhong Charlie .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1065-1082
[2]  
Benjebbour A, 2013, I S INTELL SIG PROC, P770, DOI 10.1109/ISPACS.2013.6704653
[3]  
Boyd S, 2004, CONVEX OPTIMIZATION
[4]   Statistical-QoS Driven Energy-Efficiency Optimization Over Green 5G Mobile Wireless Networks [J].
Cheng, Wenchi ;
Zhang, Xi ;
Zhang, Hailin .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (12) :3092-3107
[5]  
Dai LL, 2015, IEEE COMMUN MAG, V53, P74, DOI 10.1109/MCOM.2015.7263349
[6]   On the Performance of Non-Orthogonal Multiple Access in 5G Systems with Randomly Deployed Users [J].
Ding, Zhiguo ;
Yang, Zheng ;
Fan, Pingzhi ;
Poor, H. Vincent .
IEEE SIGNAL PROCESSING LETTERS, 2014, 21 (12) :1501-1505
[7]   Power Allocation for Buffer-Aided Full-Duplex Relaying With Imperfect Self-Interference Cancelation and Statistical Delay Constraint [J].
Khoa Tran Phan ;
Tho Le-Ngoc .
IEEE ACCESS, 2016, 4 :3961-3974
[8]   Power and Channel Allocation for Non-Orthogonal Multiple Access in 5G Systems: Tractability and Computation [J].
Lei, Lei ;
Yuan, Di ;
Ho, Chin Keong ;
Sun, Sumei .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (12) :8580-8594
[9]   Cross-Layer Optimization of Two-Way Relaying for Statistical QoS Guarantees [J].
Lin, Cen ;
Liu, Yuan ;
Tao, Meixia .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2013, 31 (08) :1583-1596
[10]   A tutorial on cross-layer optimization in wireless networks [J].
Lin, Xiaojun ;
Shroff, Ness B. ;
Srikant, R. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2006, 24 (08) :1452-1463