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A spatial correlation aware scheme for efficient data aggregation in Wireless Sensor Networks

Imane Horiya Brahmi, Soufiene Djahel, Damien Magoni, John Murphy
2015 2015 IEEE 40th Local Computer Networks Conference Workshops (LCN Workshops)  
One of the most popular and efficient methods for conserving energy in Wireless Sensor Networks (WSNs) is data aggregation.  ...  To overcome the above limitations, we propose a novel scheme that ensures efficient and fast packets aggregation in WSNs.  ...  A Spatial Correlation Aware Scheme for Efficient Data Aggregation in Wireless Sensor Networks Imane Horiya Brahmi ∓ , Soufiene Djahel ∓ , Damien Magoni ‡ and John Murphy ∓ ∓ Lero, UCD School of Computer  ... 
doi:10.1109/lcnw.2015.7365937 dblp:conf/lcn/BrahmiDMM15 fatcat:cd4xhdfkg5agbopaw7yyflxds4

A Comprehensive Survey of Data Processing Approaches

Shivangi Katiyar, Devendra Prasad
2015 International Journal of Computer Applications  
In Wireless Sensor Networks (WSNs), energy of the sensor nodes are the most concerning factor because each sensor is equipped with limited amount of energy which is used to perform lots of work.  ...  A comprehensive survey of existing data processing approaches and their multilevel classification scheme is presented in this paper.  ...  Belonging schemes-Energy Efficient Spatial correlation [26] , CAG [27] .  ... 
doi:10.5120/ijca2015906226 fatcat:xmu2fszn5be65bjr4al5ncqnsu

An Improved Isoline based Data Aggregation Scheme in Wireless Sensor Networks

Ren Guocan, Ding Guowei
2011 Procedia Engineering  
In this paper, we propose an improved isoline based data aggregation scheme which takes advantage of spatial and temporal data correlation among sensors to monitor continuously changed environment conditions  ...  It is very important to minimize the amount of data transmission in wireless sensor networks so that the average sensor lifetime and the overall bandwidth utilization can be improved.  ...  Power Efficient GAthering in Sensor Information Systems (PEGASIS) that organizes sensor nodes into a chain for the purpose of data aggregation is proposed in [3] .  ... 
doi:10.1016/j.proeng.2011.11.2510 fatcat:yjycndkrazh67dsjko5gaqhgni


2015 Journal of Engineering Science and Technology  
Wireless Sensor Networks (WSNs) comprises several sensor nodes. The energy consumption is the major issue in WSNs.  ...  To make data aggregation more efficient a potential-based dynamic routing is elaborated to support an Attribute - aware Data Aggregation (ADA) strategy which is relied upon the idea of potential in physics  ...  Data aggregation in wireless sensor networks.  ... 
doaj:b9bd1ad9fcd04c4db8ca9fdd12e5fe04 fatcat:jqu3va7yi5ctff3un7mapgp7jy

Evaluation and Comparative Study of Structure Free Aggregation Techniques for Duty Cycled Wireless Sensor Networks

Sukhwinder Singh, Lakhwinder Kaur
2017 International Journal of Computer Applications  
First, we investigate the potential of aggregation in different structure free aggregation techniques for duty cycled sensor networks.  ...  For delay sensitive event based applications, structure free data aggregation approach has been found to be more suitable because of the reduced structure maintenance overhead.  ...  These protocols are suitable for data gathering applications and performs well in static wireless sensor networks.  ... 
doi:10.5120/ijca2017914926 fatcat:2glozvbmv5cz3n5sbujzaj7pgu

Management of Energy in Wireless Sensor Networks with Energy-Starving Sensors

Jobin Varghese, S. Viswanatha Rao
2014 IOSR Journal of Electronics and Communication Engineering  
Efficient management of energy is a vital requirement for the optimal design of a wireless sensor network.  ...  So energy management schemes should give criteria for the efficient and effective use of energy in energy-starving sensors.  ...  Energy consumption is the most important factor in determining the life of a Wireless Sensor Networks(WSNs),as the sensor nodes are limited by very low energy resources for tasks involving data sensing  ... 
doi:10.9790/2834-09258286 fatcat:jck6hnunaneffg4osjetzmtc6m

A Review on Data Collection Method with Sink Node in Wireless Sensor Network

Suchita R.Wankhade, Nekita A.Chavhan
2013 International Journal of Distributed and Parallel systems  
data collection is important issue in wireless sensor network.  ...  In wireless sensor network, the sensor nodes are distributed in various geographical dispersed areas for sensing the data and the sink node is used to collect data from different sensor nodes, therefore  ...  [13] proposed schemes for data collection with data aggregation for static sink in wireless sensor networks.  ... 
doi:10.5121/ijdps.2013.4106 fatcat:cwfmryy4prg2pbfrsnsnclkqpu

Secure Data Aggregation for Wireless Sensor Networks using Double Cluster Head Approach

A. L. A.L.Sreenivasulu, P. Chenna Reddy
2017 Journal of Engineering Science and Technology Review  
In Wireless Sensor Networks (WSNs), data aggregation is defined as the method of acquiring sensed data from neighboring nodes and merged to send data to the base station.  ...  ., [26] proposed signature based data aggregation scheme for managing the security at the time of data aggregation in WSNs.  ...  "A spatial correlation aware algorithm to perform efficient data collection in wireless sensor networks." Ad Hoc Networks 12 (2014): 69-85. 25. Li, Hongjuan, et al.  ... 
doi:10.25103/jestr.102.08 fatcat:lib4uzx4tjf2rktmcieqfexire

An Energy Aware Data Aggregation In Wireless Sensor Network Using Connected Dominant Set

M. Santhalakshmi, P Suganthi
2016 Zenodo  
CDS aggregates data in a promising approach for reducing routing overhead since messages are transmitted only within virtual backbone by means of CDS and also data aggregating lowers the ratio of responding  ...  Wireless Sensor Networks (WSNs) have many advantages. Their deployment is easier and faster than wired sensor networks or other wireless networks, as they do not need fixed infrastructure.  ...  Santhalakshmi, P Suganthi An Energy Aware Data Aggregation in Wireless Sensor Network Using Connected Dominant Set W Sensor data collected from sensor node Data aggregation algorithm e.g.  ... 
doi:10.5281/zenodo.1125630 fatcat:2rpcqnrewnbc7aifmxxb5z3ppa

Distributed Database Management Techniques for Wireless Sensor Networks

Ousmane Diallo, Joel Jose P. C. Rodrigues, Mbaye Sene, Jaime Lloret
2015 IEEE Transactions on Parallel and Distributed Systems  
In sensor networks, the large amount of data nsor re Wireless Se composed of a large nu activities are sometimes not negligible in energy consumption generated by sensors greatly influences the lifetime  ...  In this way, the distributed database approach for sensor networks is proved as one of the most energy-efficient data storage and query techniques.  ...  optimization In-network data processing: in- network aggregation Acquisitional techniques: queries sample spatially correlated nodes Data-centric data/query dissemination Context aware system  ... 
doi:10.1109/tpds.2013.207 fatcat:jnuoflwt2zhntcylijjryh4v2m

An Efficient Data Aggregation Scheme Leveraging Time Series Prediction in Wireless Sensor Networks

Guorui Li, Ying Wang
2011 International Journal of Machine Learning and Computing  
In wireless sensor networks, the data periodically sensed by sensor nodes are usually of high temporal correlation.  ...  We proposed a temporal correlation based data aggregation scheme in this paper which utilizes time series model to predict the data of next several periods at both ordinary sensors and aggregators based  ...  We also would like to thank the TAO Project Office of NOAA/PMEL for allowing us to use the TAO data.  ... 
doi:10.7763/ijmlc.2011.v1.55 fatcat:v36xcw3winasplxvjlgkghxxey

Secure Data Aggregation Technique in Wireless Sensor Network: A Survey

Punam Dandare, Vikrant Chole, Shruti Kolte
2015 International Journal of Computer Applications  
A data aggregation is very important techniques in wireless sensor networks and it reduces the energy consumption by eliminating redundancy.  ...  Wireless sensor networks (WSNs) consist of sensor nodes.  ...  In this paper, different data aggregation technique, various privacy preserving energy-efficient algorithm and security process for data aggregation on wireless sensor networks are presented.  ... 
doi:10.5120/ijca2015907412 fatcat:tjwdrjdjknewfljmx6xczv36cy

Correlation-Aware QoS Routing With Differential Coding for Wireless Video Sensor Networks

Rui Dai, Pu Wang, I. F. Akyildiz
2012 IEEE transactions on multimedia  
The spatial correlation of visual information retrieved from distributed camera sensors leads to considerable data redundancy in wireless video sensor networks, resulting in significant performance degradation  ...  First, a correlation-aware inter-node differential coding scheme is designed to reduce the amount of traffic in the network.  ...  CONCLUSION We have proposed a correlation-aware QoS routing algorithm for wireless video sensor networks.  ... 
doi:10.1109/tmm.2012.2194992 fatcat:dqmbf3naz5firdsf5oldsrlgfi

Energy-Aware Data Processing Techniques for Wireless Sensor Networks: A Review [chapter]

Suan Khai Chong, Mohamed Medhat Gaber, Shonali Krishnaswamy, Seng Wai Loke
2011 Lecture Notes in Computer Science  
Extensive data generated by peers of nodes in wireless sensor networks (WSNs) needs to be analysed and processed in order to extract information that is meaningful to the user.  ...  It presents a general analysis of the issue of energy conservation in sensor networks and an up-to-date classification and evaluation of data processing techniques that have factored in energy constraints  ...  Spatial/Temporal Correlations Spatial and temporal correlations have been utilised to more efficiently perform sampling.  ... 
doi:10.1007/978-3-642-23074-5_5 fatcat:t4bxdnn3b5hqdl75acw4cuw66e


M. Roseline Juliana, S. Srinivasan
2015 International Journal on Smart Sensing and Intelligent Systems  
Recent trends in wireless sensor networks leads to the development of new protocols for data gathering.  ...  In this paper, a secure energy efficient location aware data gathering approach is introduced to secure data gathering.  ...  Villas et al proposed a novel spatial correlation aware algorithm to tackle the routing and load balancing issues in the WSN.  ... 
doi:10.21307/ijssis-2017-828 fatcat:shchegliy5eo5ed3zj5hskyzh4
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