Energy Harvesting Irregular Repetition ALOHA With Replica Concatenation

被引:16
作者
Akyildiz, Talha [1 ,2 ]
Demirhan, Umut [3 ]
Duman, Tolga M. [1 ]
机构
[1] Bilkent Univ, Elect & Elect Engn Dept, TR-06800 Ankara, Turkey
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48104 USA
[3] Arizona State Univ, Sch ECEE, Tempe, AZ 85281 USA
关键词
Energy harvesting; Batteries; Silicon carbide; Throughput; Numerical models; Machine-to-machine communications; Synchronization; Random access; contention resolution ALOHA; irregular repetition ALOHA; asymptotic analysis; successive interference cancellation; energy harvesting; CODED SLOTTED ALOHA; RANDOM-ACCESS SCHEME; DIVERSITY ALOHA; CRDSA;
D O I
10.1109/TWC.2020.3029387
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
In this paper, we consider an asynchronous random access scheme called irregular repetition ALOHA (IRA) as a generalization of contention resolution ALOHA (CRA) with varying repetitions. We present an asymptotic performance analysis of CRA and IRA on the collision channel for regular and irregular repetition rates. We also propose an improvement by merging the clean parts of packet replicas in partial collisions, and extend our analysis to this scenario as well. Specific designs of repetition distributions based on the new analysis show that the optimized solutions of irregular repetition slotted ALOHA (IRSA) perform well in both IRA and the enhanced scheme, and they considerably outperform the regular repetition distributions. We also introduce energy harvesting (EH) to both schemes as a practical and sustainable adaptation, where users are able to harvest energy and store it in their finite-capacity batteries. We model the battery state by a discrete-time Markov chain and derive an optimal transmission policy to maximize the asymptotic performance of the system. We provide comprehensive numerical results for both practical and asymptotic scenarios to verify the validity of the proposed analyses, and illustrate the benefits of the proposed systems.
引用
收藏
页码:955 / 968
页数:14
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