Multi-objective resource allocation in interference-limited M2M communication networks

被引:3
作者
Hussain, Fatima [1 ]
Anpalagan, Alagan [1 ]
Naeem, Muhammad [1 ]
Khwaja, Ahmed Shaharyar [1 ]
机构
[1] Ryerson Univ, Dept Elect & Comp Engn, 350 Victoria St, Toronto, ON M5B 2K3, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
machine to machine; M2M; MTCD controller; clustering;
D O I
10.1504/IJCNDS.2016.076655
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a multi-objective optimisation-based solution to the problem of resource allocation in interference-limited machine to machine (M2M) communication. We consider machine type communication devices (MTCDs) in a clustered network structure, where they are divided into clusters and the devices belonging to a cluster communicate to cluster head (or controller). The cluster head aggregates the traffic and relays from MTCDs to eNB and vice versa. We maximise the number of admitted MTCD controllers and throughput with least interference caused to conventional primary users. We formulate the problem as a mixed-integer nonlinear problem with multiple objectives and apply meshed adaptive direct search (MADS) algorithm which gives guaranteed convergence. Simulation results show the effects of varying different parameters on cumulative throughput and the number of admitted MTCD controllers.
引用
收藏
页码:297 / 313
页数:17
相关论文
共 27 条
[21]  
Rios L.M., 2012, DERIVATIVE FREE OPTI, P1247
[22]  
Sun LL, 2013, 2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), P4706
[23]  
Wang SH, 2013, INT BLACK SEA CONF, P107, DOI 10.1109/BlackSeaCom.2013.6623391
[24]  
Wei SE, 2012, IEEE GLOB COMM CONF, P5512, DOI 10.1109/GLOCOM.2012.6503998
[25]  
Wei SE, 2012, INT WIREL COMMUN, P774, DOI 10.1109/IWCMC.2012.6314302
[26]  
Wing D, 2012, IEEE GLOBE WORK, P1644, DOI 10.1109/GLOCOMW.2012.6477832
[27]  
Zhou K., 2012, P IEEE 75 VEH TECHN, P1