Optimization of Key Devices Positions in Large-Scale RF Mesh Networks

被引:2
作者
Mezher, Ahmad Mohamad [1 ]
Rajendran, Nisha [1 ]
Rivera, Pedro Enrique Iturria [1 ]
Santos, Carlos Lester Duenas [1 ]
Meng, Julian [1 ]
Guerra, Eduardo Castillo [1 ]
机构
[1] Univ New Brunswick, Fredericton, NB, Canada
来源
PE-WASUN'19: PROCEEDINGS OF THE 16TH ACM INTERNATIONAL SYMPOSIUM ON PERFORMANCE EVALUATION OF WIRELESS AD HOC, SENSOR, & UBIQUITOUS NETWORKS | 2019年
关键词
Smart Grid Communications; Clustering algorithms; Wireless mesh networks;
D O I
10.1145/3345860.3361515
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
At the present time, a great interest has been shown by the research and the industrial community concerning smart grid communications where important technical advances have arisen as a consequence. Concretely, one of the most important goals of RF mesh network is the design and development of an efficient routing protocol to connect different devices of the network between each other. Nevertheless, the overall performance of the RF Mesh network communications depends in high measure on the positions of key devices in Radio Frequency (RF) Mesh network such as routers and collectors. With this in mind, we focus our work in this paper to design a strategy to optimize the positions of the key devices of RF Mesh network such as routers and collectors to achieve the highest possible connectivity between different components of RF Mesh network. To do so, we have used a well-known clustering algorithm called Lloyd's algorithm, to design our strategy, with the clear objective of allocating routers and collectors in their optimal positions in a smart grid scenario. Extensive simulations have been carried out with the proposed strategy, and good results have been obtained.
引用
收藏
页码:67 / 72
页数:6
相关论文
共 20 条
[1]  
Aalamifar F, 2014, INT CONF SMART GRID, P344, DOI 10.1109/SmartGridComm.2014.7007670
[2]  
Gersho A., 1991, VECTOR QUANTIZATION
[3]   Quantization [J].
Gray, RM ;
Neuhoff, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (06) :2325-2383
[4]   Preparation and Study of Electromagnetic Interference Shielding Materials Comprised of Ni-Co Coated on Web-Like Biocarbon Nanofibers via Electroless Deposition [J].
Huang, Xiaohu ;
Dai, Bo ;
Ren, Yong ;
Xu, Jing ;
Zhu, Pei .
JOURNAL OF NANOMATERIALS, 2015, 2015
[5]  
Hydro Quebec, 2012, REM MET READ PROJ PH
[6]   Cost Efficient Data Aggregation Point Placement With Interdependent Communication and Power Networks in Smart Grid [J].
Kong, Peng-Yong .
IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (01) :74-83
[7]   Wireless Neighborhood Area Networks With QoS Support for Demand Response in Smart Grid [J].
Kong, Peng-Yong .
IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (04) :1913-1923
[8]  
Lichtensteiger B, 2010, INT CONF SMART GRID, P379, DOI 10.1109/SMARTGRID.2010.5622071
[9]  
LLOYD SP, 1982, IEEE T INFORM THEORY, V28, P129, DOI 10.1109/TIT.1982.1056489
[10]   A Markov-Modulated End-to-End Delay Analysis of Large-Scale RF Mesh Networks With Time-Slotted ALOHA and FHSS for Smart Grid Applications [J].
Malandra, Filippo ;
Sanso, Brunilde .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (11) :7116-7127