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Layer-Based Data Aggregation and Performance Analysis in Wireless Sensor Networks

Hongju Cheng, Yongzhao Chen, Naixue Xiong, Feifei Li
2013 Journal of Applied Mathematics  
We focus on the minimum-latency data aggregation problem and proposed a new efficient scheme for it.  ...  We have proved that the upper bound for data aggregation with our proposed scheme is bounded by(15R+Δ-15)for wireless sensor networks in two-dimensional space.  ...  The minimum-latency data aggregation problem in two-dimensional wireless sensor networks is well studied and proved to be NP hard [3] .  ... 
doi:10.1155/2013/502381 fatcat:d6k4j6mffraotamo6nnqlmbz4a

An Energy Efficient Cluster Formation Protocol With Low Latency In Wireless Sensor Networks

A. Allirani, M. Suganthi
2009 Zenodo  
Data gathering is an essential operation in wireless sensor network applications. So it requires energy efficiency techniques to increase the lifetime of the network.  ...  Similarly, clustering is also an effective technique to improve the energy efficiency and network lifetime of wireless sensor networks.  ...  In this paper, an energy efficient clustering protocol (EECFP) is proposed for wireless micro sensor networks to facilitate the achievement of low energy dissipation and latency without sacrificing the  ... 
doi:10.5281/zenodo.1079857 fatcat:xarqeaqw3jczxe7cwn2rrsqvga

Data Aggregation for Spatially Correlated data using Polynomial Regression in 3D Wireless Sensor Network
IJARCCE - Computer and Communication Engineering

ANKIT TRIPATHI, SANJEEV GUPTA, BHARTI CHOURASIYA, ANSHUJ JAIN
2014 IJARCCE  
This work uses a polynomial regression technique to exploit the spatial correlation of the data in a three dimensional sensor network.  ...  Sensor nodes observing events, occurring in close proximity, gather data that are highly co-related.  ...  CONCLUSIONS AND FUTURE WORK The Proposed scheme exploits the spatial correlation of attributes in a three dimensional sensor network.  ... 
doi:10.17148/ijarcce.2014.31061 fatcat:e4aelfixlnbzhpirzuaoyrmxcq

Minimizing aggregation latency under the physical interference model in Wireless Sensor Networks

Baobing Wang, John S. Baras
2012 2012 IEEE Third International Conference on Smart Grid Communications (SmartGridComm)  
Efficient aggregation of data collected by sensors is crucial for a successful WSN-based smart grid application.  ...  In networks where n nodes are uniformly distributed, our algorithm achieves an average latency between O(log 3 n) and O(log 4 n).  ...  Given a wireless sensor network that consists of a set of sensor motes and a base station, assuming each mote has a piece of data to be aggregated and transmitted to the base station, the MLAS problem  ... 
doi:10.1109/smartgridcomm.2012.6485953 dblp:conf/smartgridcomm/WangB12 fatcat:zv34cv6q3ze2hj7qmkzskhn3aq

Stochastic Latency Guarantee in Wireless Powered Virtualized Sensor Networks

Ruyan Wang, Ailing Zhong, Zhidu Li, Hong Zhang, Xingjie Li
2020 Sensors  
How to guarantee the data rate and latency requirement for an application with limited energy is an open issue in wireless virtualized sensor networks.  ...  In this paper, we integrate the wireless energy transfer technology into the wireless virtualized sensor network and focus on the stochastic performance guarantee.  ...  The funding institutions had no role in designing the study; in collecting, analyzing, and interpreting the data; in writing the manuscript; or in the decision to publish the results.  ... 
doi:10.3390/s21010121 pmid:33375504 pmcid:PMC7795341 fatcat:65jrv37yyzf5biok4lvmapo6n4

A Survey on Data Aggregation and Clustering Schemes in Underwater Sensor Networks

Rakesh Kumar, Navdeep Singh
2014 International Journal of Grid and Distributed Computing  
The main goal of data aggregation technique is to accumulate data in an energy efficient manner for a long-term network monitoring.  ...  In underwater sensor network,a sensor node senses the data and transmits it to the sink.  ...  Minimum-Latency Aggregation Scheduling (MLAS) High propagation delay and data aggregation latency are the major issue in developing an efficient data aggregation algorithm for underwater sensor network  ... 
doi:10.14257/ijgdc.2014.7.6.04 fatcat:cglaosc6ancgdkqtiklvz4vaia

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  
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  ...  data collection is important issue in wireless sensor network.  ...  [13] proposed schemes for data collection with data aggregation for static sink in wireless sensor networks.  ... 
doi:10.5121/ijdps.2013.4106 fatcat:cwfmryy4prg2pbfrsnsnclkqpu

A Dynamic Virtual Force-Based Data Aggregation Algorithm for Wireless Sensor Networks

Junhai Luo, Jiyang Cai
2015 International Journal of Distributed Sensor Networks  
In wireless sensor networks (WSNs), energy efficiency is critical for increasing network lifetime. WSNs consist of low-cost nodes with constrained energy.  ...  Present study demonstrates that data aggregation is an effective approach to reduce energy consumption in WSNs.  ...  Acknowledgments This work is supported by National Natural Science Foundation of China Grant no. 61001086 and Fundamental Research Funds for the Central Universities Grant no. ZYGX2011X004.  ... 
doi:10.1155/2015/814184 fatcat:ehpvaqlfdbg37dxr5jl3gia7ai

Wireless Sensor Networks for Big Data Systems

Beom-Su Kim, Ki-Il Kim, Babar Shah, Francis Chow, Kyong Kim
2019 Sensors  
Among many feasible data sources, wireless sensor networks (WSNs) are rich big data sources: a large amount of data is generated by various sensor nodes in large-scale networks.  ...  However, unlike typical wireless networks, WSNs have serious deficiencies in terms of data reliability and communication owing to the limited capabilities of the nodes.  ...  Moreover, technical issues for big data in three-dimensional underwater sensor networks, wireless video sensor networks, wireless multimedia sensor networks, and typical WSNs are explained and described  ... 
doi:10.3390/s19071565 fatcat:punchof2rjbbva3s6ngil6dd6i

The Feasibility of Exploiting IEEE 802.11n for Addressing MAC Layer Overheads in UASNs

Asanka Sayakkara, Sungwon Lee, Dongkyun Kim
2014 International Journal of Distributed Sensor Networks  
IEEE 802.11n has well defined various MAC and physical layer enhancements to overcome throughput barrier in wireless LANs which includes two frame aggregation schemes, namely, A-MPDU and A-MSDU.  ...  The reason behind this delay is the long communication latency of data plus acknowledgement for  ...  The IEEE 802.11n has two frame aggregation schemes, called A-MSDU and A-MPDU, that provide performance improvements in the terrestrial wireless networks MAC layer [5] .  ... 
doi:10.1155/2014/292538 fatcat:jzkkpzbclvcmxo6ejsenzsizpe

Review on: Data Aggregation and Dynamic Routing in Wireless Sensor Network

Yuoraj Somkuwar, S. D. Kamble
2014 International Journal of Computer Applications  
Therefore with the help of Data aggregation technique we reduce the size of data. In wireless sensor network's (WSN's) nodes need less power for processing as compared to send data.  ...  Main critical issue in sensor network is maximization of network lifetime.  ...  These mechanisms are of three types such as in network data aggregation, hybrid data aggregations and global data aggregation scheme [6] Proposed an in network data aggregation scheme for location aware  ... 
doi:10.5120/15448-3977 fatcat:jmkrun2qa5cknl6ikahp5swgxu

Efficient Query-Based Data Collection for Mobile Wireless Monitoring Applications

L. Cheng, Y. Chen, C. Chen, J. Ma, L. Shu, A. V. Vasilakos, N. Xiong
2010 Computer journal  
We first propose a meeting position-aware routing (MPAR) protocol for routing the Response packet efficiently and then propose an efficient query-based data collection scheme (QBDCS) for mobile wireless  ...  In this paper, we analyze such a network model to address the problem of efficient data collection for mobile wireless monitoring applications.  ...  (ii) an efficient query-based data collection scheme (QBDCS) for mobile wireless monitoring applications 135 is proposed based on MPAR.  ... 
doi:10.1093/comjnl/bxq002 fatcat:pxk6ofwnkzes7cp7yezk23oo4e

Median Access Control Protocols for Sensor Data Collection: A Review

Wenbo Zhao, Yifan Li, Bo Yan, Luping Xu
2020 IEEE Access  
Median Access Control (MAC) protocols are designed to mitigate collisions and enhance the energy efficiency for sensor data collection. This paper reviews two basic categories of MAC protocols.  ...  INDEX TERMS TDMA scheduling, sensor data collection, wireless sensor networks, survey.  ...  The authors express their appreciation to the support of the staff in the School of Aerospace Science and Technology, Xidian University.  ... 
doi:10.1109/access.2020.3019392 fatcat:hxic33ua2netrjoxu26ndnpmhe

Bio-Mimic Optimization Strategies in Wireless Sensor Networks: A Survey

Md. Adnan, Mohammd Razzaque, Ishtiaque Ahmed, Ismail Isnin
2013 Sensors  
For the past 20 years, many authors have focused their investigations on wireless sensor networks.  ...  Various issues related to wireless sensor networks such as energy minimization (optimization), compression schemes, self-organizing network algorithms, routing protocols, quality of service management,  ...  Acknowledgments Authors would like to thank Universiti Teknologi Malaysia and Ministry of Higher Education, Malaysia for sponsoring this research under vote numbers: 4D062, 07J04, and 08J35.  ... 
doi:10.3390/s140100299 pmid:24368702 pmcid:PMC3926559 fatcat:lndlgfl2ajflxhvninklnukww4

Chain-Type Wireless Sensor Network for Monitoring Long Range Infrastructures: Architecture and Protocols

Chang Wen Chen, Yu Wang
2008 International Journal of Distributed Sensor Networks  
Existing sensor network research usually assumes that sensor nodes are deployed in a distributive fashion within a relatively concentrated two-dimensional or even three-dimensional regions of interest.  ...  We present in this paper an investigation of a special class of wireless sensor networks for monitoring critical infrastructures that may extend for hundreds of miles in distances.  ...  Existing wireless sensor networks and systems usually assume that sensor nodes are deployed in a distributive fashion within a relatively concentrated two dimensional or even three dimensional regions  ... 
doi:10.1080/15501320701260261 fatcat:zr5imispjzgfreabl3ujrepbz4
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