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A Kind of Wireless Sensor Network Coverage Optimization Algorithm Based on Genetic PSO

Yinghui HUANG
2013 Sensors & Transducers  
Aiming to the problems of slow convergence speed and being easily early-maturing etc. in existing network based on standard particle swarm algorithm, this paper proposes a wireless sensor network coverage  ...  optimization algorithm based on the genetic particle swarm optimization (PSO).  ...  This paper presents a wireless sensor network coverage optimization algorithm based on genetic PSO.  ... 
doaj:297cf0ecb8214e07b625bbaf09dab0f2 fatcat:2spjpqhsxvfazolkvresz3zjeq

Enhancing Multi-Objective Optimization for Wireless Sensor Networks Coverage using Swarm Bat Algorithm

Ibrahim A.
2017 International Journal of Computer Applications  
Coverage area in wireless sensor network (WSN) is very important for network's performance.it has several critical and challenges that are to be occupied when designing the techniques and algorithms to  ...  Any position of mobile sensor nodes represented by bat which is used in hybrid bat algorithm.  ...  WSNBA was based on neighborhood disturbances multi-objective bat algorithm can optimize for coverage performance of random deployment of hybrid wireless sensor networks.  ... 
doi:10.5120/ijca2017915326 fatcat:hqjpapwkjbemhd5f72nzcdesb4

Wireless sensor network coverage optimization based on whale group algorithm

Lei Wang, Weihua Wu, Junyan Qi, Zongpu Jia
2018 Computer Science and Information Systems  
To monitor the interest field and obtain the valid data, the paper proposes a wireless sensor network coverage optimization model based on improved whale algorithm.  ...  The experiment shows that this algorithm can effectively improve the coverage of nodes in wireless sensor networks and optimize the network performance.  ...  Particle swarm optimization is also applied in wireless sensor network coverage optimization.  ... 
doi:10.2298/csis180103023w fatcat:4oiojfha5nefdb5wplsd6qkssa

Improved Differential Evolution Algorithm for Wireless Sensor Network Coverage Optimization

Xing Xu, Hao Hu, Yu Wu, Weiqin Ying, Yang Zhou
2014 Sensors & Transducers  
the coverage problem of wireless sensor network.  ...  In order to serve for the ecological monitoring efficiency of Poyang Lake, an improved hybrid algorithm, mixed with differential evolution and particle swarm optimization, is proposed and applied to optimize  ...  evolution algorithm based on particle swarm intelligence for solving ecological sensor network coverage optimization problems is proposed.  ... 
doaj:0ebacfc57bc44881b1603d179428f40a fatcat:bgw3xtbvbnc5fjnax4ybwhixyu

Wireless Sensor Networks Coverage Optimization based on Improved AFSA Algorithm

DaWei Wang, Changliang Wang
2015 International Journal of Future Generation Communication and Networking  
algorithm to solve the model, and get the optimal coverage scheme for wireless sensor networks.  ...  How to best solve the coverage problem has always been a critical issue in wireless sensor networks; this paper focuses on redundant network nodes, short life cycle and other defects and firstly sets nodes  ...  In order to improve the coverage of wireless sensor networks, this paper made some improvements based on the AFSA.  ... 
doi:10.14257/ijfgcn.2015.8.1.11 fatcat:2xri63twazdwrgavs6gbykib6m

Coverage Control Optimization Algorithm for Wireless Sensor Networks Based on Combinatorial Mathematics

Yongjie Wang, Maolin Li, Dragana S. Krstic
2021 Mathematical Problems in Engineering  
A new algorithm based on combinational mathematics for wireless sensor network coverage control is proposed.  ...  The particle swarm optimization (PSO) algorithm is used to optimize the coverage control process of wireless sensor networks.  ...  based on time synchronization and the coverage control optimization algorithm based on genetic algorithm for wireless sensor networks in energy consumption of network coverage control. e experimental  ... 
doi:10.1155/2021/6066379 fatcat:ubaqlnka4jc3zfks32v2cmbjeu

Optimal Coverage Algorithm of Wireless Sensor Networks Based on Particle Swarm Optimization with Coherent Velocity

Chuanyun Wang, Enyan Sun, Feng Tian
2016 International Journal of Grid and Distributed Computing  
On the basis of research on spatial neighborhood, the node coverage and area coverage models are analyzed, then an optimal coverage algorithm of wireless sensor networks is proposed based on particle swarm  ...  Optimal coverage of wireless sensor networks is one of the most fundamental problems for constructing efficient perception layer of the Internet of Things.  ...  In this paper, on the basis of research on spatial neighborhood, the node coverage and area coverage models are analyzed, then an optimal coverage algorithm of wireless sensor networks based on particle  ... 
doi:10.14257/ijgdc.2016.9.9.25 fatcat:3ykd73blovcvdbqz4yosjk72qm

Underwater Wireless Sensor Network Deployment Based on Chaotic Particle Swarm Optimization Algorithm

Shaojuan Su, Tianlin Wang
2015 International Journal of Online Engineering (iJOE)  
Index Terms-underwater wireless sensor network (WWSN), chaotic, particle swarm optimization, network coverage I.  ...  The application of particle swarm optimization algorithm in underwater wireless sensor node deployment strategy was studied. The chaotic particle swarm optimization algorithm was proposed.  ...  , PAPER UNDERWATER WIRELESS SENSOR NETWORK DEPLOYMENT BASED ON CHAOTIC PARTICLE SWARM OPTIMIZATION … so that these particles stop at the local optimal solution and lost the ability to continue the search  ... 
doi:10.3991/ijoe.v11i1.4144 fatcat:3ez5ljel75faffq4ok6rhpk7na

Bioinspired Evolutionary Algorithm Based for Improving Network Coverage in Wireless Sensor Networks

Mohammadjavad Abbasi, Muhammad Shafie Bin Abd Latiff, Hassan Chizari
2014 The Scientific World Journal  
Wireless sensor networks (WSNs) include sensor nodes in which each node is able to monitor the physical area and send collected information to the base station for further analysis.  ...  This paper organizes many scenarios for applying sensor node movement for improving network coverage based on bioinspired evolutionary algorithm and explains the concern and objective of controlling sensor  ...  Optimization Coverage The difficulty in the wireless sensor network is coverage; however, the coverage problem turns on the coverage model in the wireless sensor network.  ... 
doi:10.1155/2014/839486 pmid:24693247 pmcid:PMC3943197 fatcat:kmmec6pmb5gndopp7jwtut45re

A Novel Coverage Optimization Strategy Based on Grey Wolf Algorithm Optimized by Simulated Annealing for Wireless Sensor Networks

Yong Zhang, Li Cao, Yinggao Yue, Yong Cai, Bo Hang, Mario Versaci
2021 Computational Intelligence and Neuroscience  
The coverage optimization problem of wireless sensor network has become one of the hot topics in the current field.  ...  Firstly, the mathematical model of the coverage optimization of wireless sensor networks is established.  ...  In [23] , the authors proposed a wireless sensor network coverage optimization model based on improved whale algorithm. e mathematic model of node coverage in wireless sensor networks was developed, and  ... 
doi:10.1155/2021/6688408 pmid:33815498 pmcid:PMC7990533 fatcat:tk7znqslsfdddn43e4tj3hx2de

A Self-Adaptive Wireless Sensor Network Coverage Method for Intrusion Tolerance Based on Trust Value

Zuo Chen, Xue Li, Bing Yang, Qian Zhang
2015 Journal of Sensors  
Therefore, this paper proposes a network coverage method for intrusion tolerance based on trust value of nodes by combining the trust value model with the reliable coverage optimization.  ...  Furthermore, this algorithm also combines the classical methods of wireless network coverage, such as GSO and PSO, to realize the networks coverage of invasive tolerant sensor.  ...  After updating particles, update individual optimal values and global optimal value according to the coverage. The Intrusion Tolerance Security Coverage Method Based on PGSO Algorithm.  ... 
doi:10.1155/2015/430456 fatcat:irwpwd4lbre57e24d4gzh5pe4i

IMPACT OF BOUNDARY EFFECT ON COVERAGE FRACTION IN WIRELESS SENSOR NETWORK

Geeta Rani
2017 International Journal of Advanced Research in Computer Science  
The length of a network is the significant issue in wireless sensor network (WSN).This issue can be explained by watching the less number of the knob vivacious at the specific time.  ...  The sensors from the dynamic sets are checking all objectives and at risk to transmit the information to the base station and remaining hubs are in rest mode.  ...  in wireless sensor Network.  ... 
doi:10.26483/ijarcs.v8i7.3627 fatcat:phws7nqb2vgq5py3rkwkmwcaha

Two-Stage Dynamic Sensor Deployment Strategy Based on Virtual Force and Genetic Algorithm in Wireless Sensor Networks

Jianguo Shi, Changjie Zhou
2012 International Journal of Education and Management Engineering  
Then GA is employed to achieve global optimization coverage of WSNs based on the result of the first stage.  ...  This paper proposes a two-stage dynamic sensor deployment strategy in WSNs based on virtual force and genetic algorithm.  ...  node deployment in WSNs, and Jie Jia [6] proposes optimal coverage scheme based on genetic algorithm Wireless Sensor Networks in WSNs.  ... 
doi:10.5815/ijeme.2012.01.01 fatcat:sei75bbzu5dntpczacasm76q5u

Wireless Sensor Network Coverage Optimization Based on Fruit Fly Algorithm

Ren Song, Zhichao Xu, Yang Liu
2018 International Journal of Online Engineering (iJOE)  
The results showed that the improved algorithm was effective and superior to the coverage optimization of wireless sensor networks.</span></p>  ...  The optimization of network coverage was implemented.  ...  Acknowledgement This paper is supportted by Project of the Education Department of Jilin Province, "13th Five-Year" science and technology project "in finance and Economics Colleges Construction of cross  ... 
doi:10.3991/ijoe.v14i06.8698 fatcat:fsianwxihfagfkbya7jeppdywu

The WSN Coverage Optimization of the Diversified AFSA Based on Chaos Learning Strategy

Yongqiang Li, Pan Jin
2014 International Journal of Multimedia and Ubiquitous Engineering  
improves the network coverage optimization.  ...  WSN coverage optimization is an important problem.  ...  Conclusion Network coverage is the key problem in sensor networks.  ... 
doi:10.14257/ijmue.2014.9.8.21 fatcat:p7kdeuvvmvg77atxwmepmijgo4
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