NOMA-Based Statistical QoS Provisioning for Wireless Ad-Hoc Networks With Finite Blocklength

被引:0
|
作者
Zhang, Xi [1 ]
Wang, Jingqing [1 ]
Poor, H. Vincent [2 ]
机构
[1] Texas A&M Univ, Dept Elect & Comp Engn, Networking & Informat Syst Lab, College Stn, TX 77843 USA
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
epsilon-effective capacity; statistical delay-bounded quality-of-service (QoS) provisioning; wireless ad-hoc networks; finite blocklength coding; NOMA; NONORTHOGONAL MULTIPLE-ACCESS;
D O I
10.1109/globecom38437.2019.9013628
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Non-orthogonal multiple access (NOMA) has been designed to significantly enhance spectral efficiency for massive connections of mobile devices. Moreover, to guarantee the short latency requirements for 5G multimedia wireless services, researchers have designed statistical delay-bounded quality-of-service (QoS) provisioning for supporting video transmissions over statistically varying wireless channels. Accordingly, researchers have proposed finite blocklength coding (FBC) techniques to model the relationship between data transmission rate and channel capacity in the non-asymptotic regime while supporting short-packet communications under QoS constraints. Due to its potential to significantly improve spectral efficiency and reduce the transmission latency, a NOMA system can be exploited while being integrated with FBC to guarantee the QoS requirements for both latency and reliability over mobile wireless ad-hoc networks. However, because of the complexity of the effective-capacity maximization problem in the non-asymptotic regime, the FBC based NOMA scheme imposes new challenges for determining the convexity of the optimization problem and deriving optimal resource allocation policies for NOMA subject to statistical delay-bounded and error-rate bounded QoS constraints. In order to solve the above-mentioned problems, we define a new concept of epsilon-effective capacity and propose a corresponding system architecture model for NOMA systems under FBC. In particular, we characterize the FBC based NOMA system models in wireless ad hoc networks. Considering the statistical delay-bounded and error-rate bounded QoS constraints, we formulate and solve the max-min fairness problem under FBC. Simulation results are included, which evaluate and validate our proposed FBC based NOMA scheme subject to statistical delay-bounded and error-rate bounded QoS constraints.
引用
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页数:6
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