Throughput Analysis of an Energy Harvesting Multichannel System Under Delay and Energy Storage Constraints

被引:8
作者
Li, Zhidu [1 ]
Gao, Yuehong [1 ]
Li, Pengxiang [1 ]
Salihu, Bala Alhaji [2 ]
Sang, Lin [1 ]
Yang, Dacheng [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Wireless Theories & Technol Lab, Beijing 100876, Peoples R China
[2] Fed Univ Technologyu, Dept Elect & Comp Engn, Minna 920101, Nigeria
基金
中国国家自然科学基金;
关键词
Energy harvesting multichannel system; energy storage constraint; per-flow throughput; stochastic network calculus; queueing delay constraint; RESOURCE-ALLOCATION; WIRELESS; TRANSMISSION; CALCULUS; QUALITY; NETWORKS;
D O I
10.1109/TVT.2017.2690560
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
High power to guarantee strict performance requirement and low power to avoid energy depletion result in an inevitable conflict for a renewable energy harvesting communication system with finite energy storage. This paper proposes a generic approach to study the per-flow performance in such a multichannel system multiplexed by multiple flows. The queueing delay constraint and energy storage constraint are constructed to express the probabilistic bound of queuing delay and that of energy depletion, respectively. We study these constraints with the statistical information of the processes, including traffic arrivals and service, energy harvesting, and consumption. The lower bound of the long-term maximum per-flow throughput is then derived to meet the constraints under a specific system. The accuracy of the proposed approach is validated by simulation experiments. The analysis reveals how the sustained throughput is affected by various factors, such as the queueing delay and energy storage constraints, the packet size, the energy block size, the traffic scheduling schemes, the bandwidth allocation schemes as well as the interdependence among the channel service processes. Particularly, the analysis also provides valuable insight into traffic admission control from the viewpoint of small queueing delay and finite energy storage.
引用
收藏
页码:7818 / 7832
页数:15
相关论文
共 37 条
[1]  
[Anonymous], 1975, Queueing Systems
[2]  
[Anonymous], 2006, P IEEE GLOBECOM
[3]  
[Anonymous], 1953, STOCHASTIC PROCESSES
[4]  
[Anonymous], 1992, DATA NETWORKS
[5]  
Chang C.S., 2000, TELEC NETW COMP SYST, DOI 10.1007/978-1-4471-0459-9
[6]   NETWORK ENERGY SAVING TECHNOLOGIES FOR GREEN WIRELESS ACCESS NETWORKS [J].
Chen, Tao ;
Yang, Yang ;
Zhang, Honggang ;
Kim, Haesik ;
Horneman, Kari .
IEEE WIRELESS COMMUNICATIONS, 2011, 18 (05) :30-38
[7]  
Ciucu F., 2007, THESIS
[8]   Perspectives on Network Calculus - No Free Lunch, but Still Good Value [J].
Ciucu, Florin ;
Schmitt, Jens .
ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2012, 42 (04) :311-322
[9]   A Camera Phone-Based UV-Dosimeter for Monitoring the Solar Disinfection (SODIS) of Water [J].
Copperwhite, Robert ;
McDonagh, Colette ;
O'Driscoll, Stephen .
IEEE SENSORS JOURNAL, 2012, 12 (05) :1425-1426
[10]   Grid Power-Delay Tradeoff for Energy Harvesting Wireless Communication Systems With Finite Renewable Energy Storage [J].
Cui, Ying ;
Lau, Vincent K. N. ;
Zhang, Fan .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (08) :1651-1666