Coverage and Connectivity-Based 3D Wireless Sensor Deployment Optimization

被引:10
作者
Arivudainambi, D. [1 ]
Pavithra, R. [1 ]
机构
[1] Anna Univ, Dept Math, Chennai 25, Tamil Nadu, India
关键词
Network connectivity; Optimal sensor placement; Target coverage problem; Vertex coloring; ALGORITHM; TERRAINS;
D O I
10.1007/s11277-020-07096-6
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The wireless sensor network technology of Internet of Things (IoT) senses, collects and processes the data from its interconnected intelligent sensors to the base station. These sensors help the IoT to understand the environmental change and respond towards it. Thus sensor placement is a crucial device of IoT for efficient coverage and connectivity in the network. Many existing works focus on optimal sensor placement for two dimensional terrain but in various real-time applications sensors are often deployed over three-dimensional ambience. Therefore, this paper proposes a vertex coloring based sensor deployment algorithm for 3D terrain to determine the sensor requirement and its optimal spot and to obtain 100% target coverage. Further, the quality of the connectivity of sensors in the network is determined using Breadth first search algorithm. The results obtained from the proposed algorithm reveal that it provides efficient coverage and connectivity when compared with the existing methods.
引用
收藏
页码:1185 / 1204
页数:20
相关论文
共 15 条
[1]  
[Anonymous], SENSORS
[2]  
Arivudainambi D, 2017, 2017 INTERNATIONAL CONFERENCE ON PERFORMANCE EVALUATION AND MODELING IN WIRED AND WIRELESS NETWORKS (PEMWN)
[3]   Differential Evolution-Based 3-D Directional Wireless Sensor Network Deployment Optimization [J].
Cao, Bin ;
Kang, Xinyuan ;
Zhao, Jianwei ;
Yang, Po ;
Lv, Zhihan ;
Liu, Xin .
IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (05) :3594-3605
[4]   Grid coverage for surveillance and target location in distributed sensor networks [J].
Chakrabarty, K ;
Iyengar, SS ;
Qi, HR ;
Cho, EC .
IEEE TRANSACTIONS ON COMPUTERS, 2002, 51 (12) :1448-1453
[5]  
Cormen Thomas H., 2009, Introduction to Algorithms, V3rd
[6]   An Improved DSATUR-Based Branch-and-Bound Algorithm for the Vertex Coloring Problem [J].
Furini, Fabio ;
Gabrel, Virginie ;
Ternier, Ian-Christopher .
NETWORKS, 2017, 69 (01) :124-141
[7]  
Guo XM, 2011, LECT NOTES ARTIF INT, V7003, P201, DOI 10.1007/978-3-642-23887-1_25
[8]   Sensor Deployment and Scheduling for Target Coverage Problem in Wireless Sensor Networks [J].
Mini, S. ;
Udgata, Siba K. ;
Sabat, Samrat L. .
IEEE SENSORS JOURNAL, 2014, 14 (03) :636-644
[9]  
Mini S, 2010, LECT NOTES COMPUT SC, V6466, P424, DOI 10.1007/978-3-642-17563-3_51
[10]   Evolutionary-based Wireless Sensor Deployment for Target Coverage [J].
Njoya, Arouna Ndam ;
Abdou, Wahabou ;
Dipanda, Albert ;
Tonye, Emmanuel .
2015 11TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), 2015, :739-745