Throughput Maximization for Delay-Sensitive Random Access Communication

被引:29
作者
Malak, Derya [1 ,2 ]
Huang, Howard [3 ]
Andrews, Jeffrey G. [4 ]
机构
[1] Univ Texas Austin, Wireless Networking & Commun Grp WNCG, Austin, TX 78712 USA
[2] MIT, Res Lab Elect, Cambridge, MA 02139 USA
[3] Nokia, Bell Labs, 600 Mt Ave, Murray Hill, NJ 07974 USA
[4] Univ Texas Austin, WNCG, Austin, TX 78712 USA
关键词
Machine-type communication; random access; chase combining; latency; resource allocation; single cell; LTE; CHANNEL;
D O I
10.1109/TWC.2018.2885295
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
Future 5G cellular networks supporting delaysensitive, low-latency communications could employ random access communication to reduce the overhead compared to scheduled access techniques used in 4G networks. We consider a wireless communication system where multiple devices transmit payloads of a given fixed size in a random access fashion over shared radio resources to a common receiver. We allow retransmissions and assume Chase combining at the receiver. The radio resources are partitioned in the time and frequency dimensions, and we determine the optimal partition granularity to maximize throughput, subject to given constraints on latency and outage. In the regime of high and low signal-to-noise ratio (SNR), we derive explicit expressions for the granularity and throughput, first using a Shannon capacity approximation and then using finite block length analysis. Numerical results show that the throughput scaling results are applicable over a range of SNRs. The proposed analytical framework can provide insights for resource allocation strategies in reliable and delaysensitive random access systems and in specific 5G use cases for massive, short packet uplink access.
引用
收藏
页码:709 / 723
页数:15
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