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Spatial and Temporal Multi-Aggregation for State-Based Sensor Data in Wireless Sensor Networks

Hyung Seok Kim, Wook Hyun Kwon
2004 Telecommunications Systems  
Sensor networks are designed to be equipped outdoors and their field is wider than indoor ad hoc networks. Therefore, the sensor network is intrinsically a multi-hop wireless network.  ...  In this paper, spatial and temporal multiple aggregation (STMA) is proposed to minimize energy consumption and traffic load when a single or multiple users gather state-based sensor data from various sub-areas  ...  Conclusions In this paper, we describe STMA, a spatial and temporal multiple aggregation scheme for statebased sensor data in sensor networks.  ... 
doi:10.1023/b:tels.0000029037.36000.6e fatcat:x5krajqsebfy3mglwmwpr4fyim

Special Issue on AI-Driven Smart Networking and Communication for Personal Internet of Things: Part II

Yong Jin, Honghao Gao, Tao Hu, Xinrong Li
2020 International Journal of Wireless Information Networks  
The basic idea of Personal IoT is to leverage a multitude of collaborative ubiquitous personal smart devices and near-user infrastructures to carry out a substantial amount of personal data retrieval,  ...  Nowadays, artificial intelligence (AI) facilitates ubiquitous smart networking and communication, application analysis and prediction, and thus to make an optimal decision.  ...  data classification and detection to ensure the quality of data and select some data sources for data transmission in order to save network resources.  ... 
doi:10.1007/s10776-020-00486-4 fatcat:m2f5nta5rjdyzh3qt7tkx7ncea

Survey Paper of Energy Efficient Data Aggregation Protocol in Wireless Sensor Network

Chanchal Sharma, Vishwajeet Pattanik
2016 International Journal of Computer Applications  
In this communication strategies need fast data access in wireless sensor network(WSN), as resource constrained is a main issue in wireless sensor networks applications.  ...  Cluster based routing protocols have proven to be effective in network topology management, energy minimization and data aggregation and so on.  ...  The efficiency of data aggregation algorithm depends on the correlation among the data generated by different information source (sensor units). A correlation can be either spatial or temporal.  ... 
doi:10.5120/ijca2016911596 fatcat:gwc644xp2nde7op5twjb3crncq

Proximity Based Security Technique for Mobile User in Wireless Networks Using Multilevel Session Aggregation

Chetna D. Salame, P rof. Shripadrao
2015 International Journal of Innovative Research in Computer and Communication Engineering  
Data aggregation is a key challenging task in wireless senor network to minimize energy consumption and guarantees the data security and reliability.  ...  Multi-level data aggregation technique assures security and reliability of data aggregation in the presence of secure routing.  ...  In Wireless sensor networks (WSNs), multiple small sensors are gathering the sensed data and rely on multihop small range radio communication to send data to the sink node.  ... 
doi:10.15680/ijircce.2015.0307016 fatcat:sf5vyzh7czahleanqosd7jjlem

Enhance QoS of Lossy Wireless Sensor Network by In-Network Data Aggregation

2015 International Journal of Science and Research (IJSR)  
In lossy wireless sensor network, packet loss due to buffer overflow of sensor nodes and the delay caused due to retransmission of that lost packet is a major problem.  ...  Also congestion at collector node due to duplicate sensed data in network is reduced by data aggregation, for this we compute a function at the collector node from the information gathered by spatially  ...  Since the Wireless Sensor Network consists of tremendous sensors and have limited power source, they face the problem of energy depletion.  ... 
doi:10.21275/v4i11.nov151378 fatcat:5hp3q3fuojb47nrr6tlap5py6i

Exploring an Effectiveness & Pitfalls of Correlational-based Data Aggregation Approaches in Sensor Network

Anand Gudnavar, Rajashekhara
2017 International Journal of Wireless and Microwave Technologies  
Data aggregation is one of the core processing in wireless sensor network which ensures that environmental data being captured reaches the user via base station.  ...  This paper elaborates about all the unsolved issues which require dedicate focus of investigation towards enhancing the data reliability and data quality in aggregation process in wireless sensor network  ...  The technique also introduced a multi-leveled architecture for assisting in data aggregation in sensor network.  ... 
doi:10.5815/ijwmt.2017.02.05 fatcat:xbho2x4qhvezfoie6nhasiuq5i

For An Efficient Internet of Bikes

Yosra Zguira, Hervé Rivano, Aref Meddeb
2018 Proceedings of the 15th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks - PE-WASUN'18  
In such network, the biggest challenge for sensor nodes is to forward data to sinks in an energy efficient way because of the following limitations: limited energy resources, limited storage capacity and  ...  Data aggregation is a key mechanism to save energy consumption and network capacity.  ...  On the construction of data aggregation tree with minimum energy cost in wireless sensor networks: Np-completeness and approximation algorithms.  ... 
doi:10.1145/3243046.3243048 dblp:conf/pe-wasun/ZguiraRM18 fatcat:vdvwgqtm5fd2hbg2dpincyruka

Data Aggregation Framework on Wireless Sensor Networks

2019 International Journal of Engineering and Advanced Technology  
The sensors are fit for calculations and contain wireless correspondence parts. Nodes consolidate the data gathered from each sensor hub in network.  ...  Joint effort is fundamental one where the nodes deal with the data stream in network in vitality productive way. Sensors in WSN are composed to detect the data.  ...  gorge much less amount of vigor for data buildup apps in Wireless Sensor Networks making use of spatio temporal connection.  ... 
doi:10.35940/ijeat.e7456.068519 fatcat:i3oashnrgna3xox7jhge3xhuca

Achieving Sensor Fusion for Collaborative Multi-level Monitoring of Pipeline Infrastructures [article]

Grigore Stamatescu
2015 arXiv   pre-print
The paper discusses a multi-level system architecture for data collection and processing based on the collaborative integration of wireless sensor networks and unmanned aerial vehicles.  ...  alleviating communication bottlenecks across the multi-level network.  ...  through WSNs and UAVs; • Evaluation and implementation of data aggregation and multi-sensor integration to reduce communication burden and uncertainty across the network by leveraging local computation  ... 
arXiv:1511.01538v1 fatcat:rrfwyhyihze5viofncdmqs34e4

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  ...  This paper surveys the state of the art of the techniques used to manage data and queries in wireless sensor networks based on the distributed paradigm.  ...  The proposal in [71] , [72] proposed an energy-efficient and secure pattern-based data aggregation (ESPDA) protocol for wireless sensor networks.  ... 
doi:10.1109/tpds.2013.207 fatcat:jnuoflwt2zhntcylijjryh4v2m

Privacy Enhancing Technologies for Wireless Sensor Networks [chapter]

Chi-Yin Chow, Wenjian Xu, Tian He
2013 Signals and Communication Technology  
The data privacy techniques mainly protect the privacy of data content and in-network data aggregation. The context privacy refers to location privacy of users and the temporal privacy of events.  ...  In this chapter, we discuss existing privacy enhancing technologies designed for protecting system privacy, data privacy and context privacy in wireless sensor networks (WSNs).  ...  There is a new research direction for source data privacy in unattended wireless sensor networks (UWSNs), where critical sensor nodes replicate their readings in a certain number of randomly selected nodes  ... 
doi:10.1007/978-3-642-40009-4_18 fatcat:acvd2cqeojazrk74x7jllyvpj4


M.Y. Mohamed Yacoab, Dr.V.Sundaram, Dr.A.Thajudeen
2020 Zenodo  
In wireless sensor network (WSN) there are two main problems in employing conventional compression techniques.  ...  The use of compressive data gathering process provides a compressed sensor reading to reduce global data traffic and distributes energy consumption evenly to prolong the network lifetime.  ...  of multi-hop wireless networks.  ... 
doi:10.5281/zenodo.4279132 fatcat:5ymru7b2ujf5fngylol3jb45cu

Implementation of multi-hop routing protocols for the dramatic range enhancement of wireless sensor networks

V. Lakafosis, M.M. Tentzeris
2008 2008 IEEE Antennas and Propagation Society International Symposium  
In this paper, both general and routing-specific constraints and requirements that have to be satisfied during the design of wireless sensor networks are presented.  ...  A classification of the state-of-the-art routing techniques is also presented along with a benchmarking evaluation in terms of power requirements and range enhancement for "rugged" wireless sensor networks  ...  Furthermore, the data traffic generated by the sensor nodes has high spatial and temporal correlation since multiple sensors may generate same data within the vicinity of a sensed phenomenon and such redundancy  ... 
doi:10.1109/aps.2008.4619044 fatcat:jgpapzhukbh5xh263owrwhvjxm

A Study of Tree Based Data Aggregation Techniques for WSNs

Sandeep Kaur, R.C. Gangwar
2016 International Journal of Database Theory and Application  
Data Aggregation is a significant method to attain power efficiency in wireless sensor network.  ...  Wireless sensor network consists of a huge quantity of less-price sensor nodes.  ...  [2] proposed a data aggregation & routing protocol for Wireless Sensor Network (WSN) that was mainly appropriate to mostly deployed wireless sensor networks.  ... 
doi:10.14257/ijdta.2016.9.1.10 fatcat:qvfgxehurfgspgd2j3xjvv4jr4

Towards Clustering Technique for a Fault Tolerance Mobile Agent-Based System in Wireless Sensor Networks

Oladunni A. Daramola, Johnson T. Fakoya, Haruna I. Danjuma, Ojonukpe S. Egwuche
2021 Zenodo  
This paper adopts clustering algorithm and mobile agent technology to propose a reliable and energy-efficient data transmission to improve the life span of wireless sensor networks.  ...  KEYWORDS Fault Tolerance, Mobile Agents, Clustering, Sensors, Wireless Networks, Cluster Heads  ...  LITERATURE REVIEW In this section, sources of faults in wireless sensor networks, clustering in wireless sensor networks, and reviews of related works are investigated.  ... 
doi:10.5281/zenodo.4533401 fatcat:rwbjnqql3bgavhnno7fpfcweoy
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