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Energy-Efficient Node Selection Algorithms with Correlation Optimization in Wireless Sensor Networks

Hongju Cheng, Zhihuang Su, Daqiang Zhang, Jaime Lloret, Zhiyong Yu
2014 International Journal of Distributed Sensor Networks  
The sensing data of nodes is generally correlated in dense wireless sensor networks, and the active node selection problem aims at selecting a minimum number of nodes to provide required data services  ...  In this paper, we firstly propose a new Cover Sets Balance (CSB) algorithm to choose a set of active nodes with the partially ordered tuple (data coverage range, residual energy).  ...  In this way, the active node selection strategy with correlation optimization not only prolongs the network lifetime, but also helps to solve other issues in dense wireless sensor networks [22] , such  ... 
doi:10.1155/2014/576573 fatcat:bctby343rrflvgtrnkhtbkjxfe

A Reliability Optimization Algorithm for Wireless Sensor Network

Qiuming Zhang, Jing Luo
2018 International Journal of Online Engineering (iJOE)  
<p class="0abstract"><span lang="EN-US">Aiming at the reliability optimization algorithm based on wireless sensor network, a data fusion algorithm based on extreme learning machine for wireless sensor  ...  The simulation results showed that the data fusion optimization algorithm based on the limit learning machine for wireless sensor network was reliable.  ...  [3] implemented an energy-efficient wireless sensor network clustering protocol based on a harmonious search algorithm in real time. Kim, J. Y. et al.  ... 
doi:10.3991/ijoe.v14i06.8704 fatcat:wzspwedeffh7bbg3db5holm3ri

Apply Firefly Optimization to Increase Period Routing Algorithm in Wireless Sensor Networks

Ibrahim A. Saleh
2016 International Journal of Computing and Network Technology  
In this paper introduce new algorithm to increase the periods of wireless sensor network (WSNs) lifetime using firefly optimization algorithm.  ...  WSNs consist of tiny power and energy inhibited sensor nodes.  ...  Typical of Routing in Wireless Sensor Network energy of its data aggregation points in equation (3) for nodeiwhen sending raw data to indicate selection section.  ... 
doi:10.12785/ijcnt/040107 fatcat:yykjd5vhyzcaxaec2qobjb5jhm

A Novel Energy Efficient Multi-Target Associated Coverage Control in Wireless Sensor Network

Zeyu Sun, Shangsen Yang, Xiaofei Xing
2015 Open Automation and Control Systems Journal  
To ensure the energy balance in wireless sensor network and extend the lifetime of it, we only wake partial nodes to work in a cycle, so that, they can work in turn.  ...  The covering problem and node deployment is a fundamental problem in the research of wireless sensor network.  ...  CONCLUSION In this paper, we proposed an energy-efficient multi-target association covering algorithm through theoretical analysis of wireless sensor network.  ... 
doi:10.2174/1874444301507010884 fatcat:5zwdoarkorak7dzx7lezhc5fmu

Theoretical and Algorithmic Foundations of Wireless Ad Hoc and Sensor Networks

Yu Wang, Xinbing Wang, Ping Ji, Peter Müller, Xiaohua Jia, Athanasios Vasilakos
2010 EURASIP Journal on Wireless Communications and Networking  
The selected papers may be classified into five categories: (1) coverage and localization in wireless sensor networks; (2) energy efficiency in wireless sensor networks; (3) link layer and physical layer  ...  The objective of this special issue is to gather recent advances in the areas of wireless ad hoc and sensor networks, with a focus of theoretical and algorithmic aspect.  ...  In addition, we would like to acknowledge the support from the Editor-in-Chief, Dr. Luc Vandendorpe, and thank Mostafa Salem for his help during the production of the special issue.  ... 
doi:10.1155/2010/313047 fatcat:ecpbqu4c4jcj7f24dmrw7qgc4u

Protocols and Architectures for Next-Generation Wireless Sensor Networks

Sana Ullah, Joel J. P. C. Rodrigues, Farrukh Aslam Khan, Christos Verikoukis, Zuqing Zhu
2014 International Journal of Distributed Sensor Networks  
The paper entitled "Energy-Efficient Node Selection Algorithms with Correlation Optimization in Wireless Sensor Networks" first proposes a new cover set balance algorithm to select a set of active nodes  ...  with partially ordered tuple, and then it proposes a new algorithm to find the correlated node set for a given node.  ...  Acknowledgments The authors would like to thank all the reviewers who have rigorously reviewed the papers and helped them select the best papers for publication.  ... 
doi:10.1155/2014/705470 fatcat:hubqlswtyrhmpambbjmbrdzlji

Cluster sizing and head selection for efficient data aggregation and routing in sensor networks

Hao Chen, S. Megerian
2006 IEEE Wireless Communications and Networking Conference, 2006. WCNC 2006.  
data correlation of sensors for a general sensor network, and (ii), given the number of clusters, how does one pick the cluster-heads (sinks of information) to cover the sensor network more efficiently  ...  Efficient sensor data fusion is one of the more critical and challenging tasks in building practical sensor networks.  ...  They also analyze optimal and near-optimal solutions with an assumed data correlation model with uniformly located sensors in one dimension.  ... 
doi:10.1109/wcnc.2006.1696656 dblp:conf/wcnc/ChenM06 fatcat:7om6mtvjhvhofgq342bqowda2m

Spatial correlated data collection in wireless sensor networks with multiple sinks

Bin Cheng, Zhezhuang Xu, Cailian Chen, Xinping Guan
2011 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)  
Due to the high density of node deployment in wireless sensor network, the sensing data of nodes in spatially proximate locations are highly correlated.  ...  To address this challenge, we propose an algorithm to select a subset of sensor nodes to represent the whole multi-sink sensor network based on the spatial correlated sensing readings.  ...  CONCLUSION In this paper, we studied the energy efficient data collection problem in the multi-sink wireless sensor network.  ... 
doi:10.1109/infcomw.2011.5928879 fatcat:t2tixek7ovdendurtrtmj7tdai

A Novel Data Fusion Strategy Based on Extreme Learning Machine Optimized by Bat Algorithm for Mobile Heterogeneous Wireless Sensor Networks

Li Cao, Yong Cai, Yinggao Yue, Shaotang Cai, Bo Hang
2020 IEEE Access  
INDEX TERMS Mobile heterogeneous wireless sensor networks, data fusion, extreme learning machine, bat algorithm, energy efficient, reliability.  ...  In this paper, the data fusion process of mobile heterogeneous wireless sensor networks is mainly studied, and regards the nodes of wireless sensor networks as neurons in the neural network of extreme  ...  The data fusion method is considered an essential process for preserving sensor energy, in [7] , the author proposed an energy efficient method for clustering the nodes in wireless sensor network.  ... 
doi:10.1109/access.2020.2967118 fatcat:y7oh5r23dngxxorrhxccmkc3au

PIL-LEACH MODEL FOR INCREASING ENERGY EFFICIENCY IN WIRELESS SENSOR NETWORK

Ram Charan Ponnada
2018 International Journal of Advanced Research in Computer Science  
Particle Swarm Optimization (PSO) algorithm selects the cluster head based on various parameters of sensor nodes such as residual energy, distance from base sink etc.  ...  Energy efficiency is one of the main issues in wireless sensor networks. Various routing techniques are developed to achieve maximum reliability, network lifetime and scalability.  ...  Sensor nodes that are placed in neighborhood collect correlated data then sent to the CH.  ... 
doi:10.26483/ijarcs.v9i2.5755 fatcat:hmj2ojdgfbe3nahza6g744hasi

Optimization of clustering process in heterogeneous wireless sensor network
IJARCCE - Computer and Communication Engineering

SANJEEV KUMAR GUPTA, POONAM SINHA
2014 IJARCCE  
Wireless sensor Networks are resource constrained systems that needs efficient utilization of all resources.  ...  With the limited capabilities of sensor nodes in terms of energy resources, processing and communication range, the cluster based protocols (clustering protocols) should be compatible with these constraints  ...  OPTIMIZATION OF CLUSTERING PROCESS IN WIRELESS SENSOR NETWORK In this paper the optimization of clustering process in wireless sensor network includes cluster head selection, cluster formation, data aggregation  ... 
doi:10.17148/ijarcce.2014.31251 fatcat:asbnjwcxqraqhnwinym5gjppfq

An Energy Efficient Spatial Correlation Based Data Gathering Algorithm for Wireless Sensor Networks

C Tharini, P Vanaja Ranjan
2011 International Journal of Distributed and Parallel systems  
These networks consist of wireless sensor nodes which are densely deployed to provide a wider coverage area. The dense deployment of the sensor node provides spatial correlation in the network.  ...  Clustering algorithm based on spatial correlation is used to cluster the sensor nodes.  ...  The proposed algorithm is energy efficient and the results show 29% reduction in average energy consumption when compared with a network without clustering the nodes.  ... 
doi:10.5121/ijdps.2011.2302 fatcat:22thvdduczcsnldcoqr4i4g25i

Service-Oriented Node Scheduling Scheme for Wireless Sensor Networks Using Markov Random Field Model

Hongju Cheng, Zhihuang Su, Jaime Lloret, Guolong Chen
2014 Sensors  
Future wireless sensor networks are expected to provide various sensing services and energy efficiency is one of the most important criterions.  ...  The node scheduling strategy aims to increase network lifetime by selecting a set of sensor nodes to provide the required sensing services in a periodic manner.  ...  Sensors 2014, 14  ... 
doi:10.3390/s141120940 pmid:25384005 pmcid:PMC4279519 fatcat:rgnbdxtgmnhb5no7lmb63xjemy

A Review Article on Energy Efficient Routing Protocol for Minimizing Energy Consumption

Prachi Kori
2021 International Journal for Research in Applied Science and Engineering Technology  
Keywords: Wireless Sensor Network, TEEN protocol, isolated node  ...  Wireless sensor networks with hundreds to thousands of sensor nodes can gather information from an unattended location and transmit the gathered data to a particular user, depending on the application.  ...  in wireless sensor network applications in order to optimize network resources.  ... 
doi:10.22214/ijraset.2021.39316 fatcat:43m6ycxkkragvjxbpwftsf2eni

Mobile Wireless Sensor Networks: Theory and Technologies

Yong Zhou, Fuwen Yang, Dong Han, Zheng Wang, Chen Peng
2015 International Journal of Distributed Sensor Networks  
Simulation results show that the algorithm has effectively extended the network lifetime and achieved optimized combination of energy efficiency and energy balance. Z.  ...  Jiang et al. propose the energy optimized and fault recovered routing algorithm on account of different network states.  ...  Simulation results show that the algorithm has effectively extended the network lifetime and achieved optimized combination of energy efficiency and energy balance.Z.  ... 
doi:10.1155/2015/453097 fatcat:7z7ooowckbg5jcqiv7dicpeazy
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