NOMA-Enabled Multi-Beam Satellite Systems: Joint Optimization to Overcome Offered-Requested Data Mismatches

被引:28
|
作者
Wang, Anyue [1 ]
Lei, Lei [1 ]
Lagunas, Eva [1 ]
Perez-Neira, Ana, I [2 ,3 ]
Chatzinotas, Symeon [1 ]
Ottersten, Bjorn [1 ]
机构
[1] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, L-1855 Luxembourg, Luxembourg
[2] Ctr Tecnol Telecomunicac Catalunya, Castelldefels 08860, Spain
[3] Univ Politecn Cataluna, Barcelona 08034, Spain
关键词
NOMA; Satellite broadcasting; Satellites; Resource management; Optimization; Decoding; Precoding; Max-min fairness; multi-beam satellite systems; non -orthogonal multiple access (NOMA); offered capacity to requested traffic ratio (OCTR); resource optimization; SUCCESSIVE INTERFERENCE CANCELLATION; MAX-MIN FAIRNESS; ALLOCATION; POWER; NETWORKS;
D O I
10.1109/TVT.2020.3047453
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
Non-orthogonal multiple access (NOMA) has potentials to improve the performance of multi-beam satellite systems. The performance optimization in satellite-NOMA systems could be different from that in terrestrial-NOMA systems, e.g., considering distinctive channel models, performance metrics, power constraints, and limited flexibility in resource management. In this paper, we adopt a metric, offered capacity to requested traffic ratio (OCTR), to measure the requested-offered data rate mismatch in multi-beam satellite systems. In the considered system, NOMA is applied to mitigate intra-beam interference while precoding is implemented to reduce inter-beam interference. We jointly optimize power, decoding orders, and terminal-timeslot assignment to improve the max-min fairness of OCTR. The problem is inherently difficult due to the presence of combinatorial and non-convex aspects. We first fix the terminal-timeslot assignment, and develop an optimal fast-convergence algorithmic framework based on Perron-Frobenius theory (PF) for the remaining joint power-allocation and decoding-order optimization problem. Under this framework, we propose a heuristic algorithm for the original problem, which iteratively updates the terminal-timeslot assignment and improves the overall OCTR performance. Numerical results show that the proposed algorithm improves the max-min OCTR by 40.2% over orthogonal multiple access (OMA) in average.
引用
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页码:900 / 913
页数:14
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