Attribute-Aware Data Aggregation Using Potential-Based Dynamic Routing in Wireless Sensor Networks

Ren, Fengyuan; Zhang, Jiao; Wu, Yongwei; He, Tao; Chen, Canfeng; Chen, Lin

doi:10.1109/tpds.2012.209

Cited by 63 publications

(26 citation statements)

References 36 publications

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“…Multiple proposals have been developed, from the aggregation of values [5,6,7,28,29,30,31,32,33,34,35,36], to additions [2,3,26,37,38,39,40,41,42,43], calculus of minimums or maximums [10,44,45] or even more complex tasks such as averages [9,10,30,46], variances [9,46], range queries [6] or logic operations [8].…”

Section: Related Workmentioning

confidence: 99%

“…We coin the term correlatable aggregation to refer to this need, as it involves not only having the global value, but also identifying how the different variables relate each other. Previous attempts have focused on data aggregation [6,7,8,9,10] among collected data. Data security (mainly integrity) and privacy has also been considered, e.g.…”

Section: Introductionmentioning

confidence: 99%

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PAgIoT – Privacy-preserving Aggregation protocol for Internet of Things

González-Manzano

Fuentes

Pastrana

et al. 2016

Journal of Network and Computer Applications

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Modern society highly relies on the use of cyberspace to perform a huge variety of activities, such as social networking or e-commerce, and new technologies are continuously emerging. As such, computer systems may store a huge amount of information, which makes data analysis and storage a challenge. Information aggregation and correlation are two basic mechanisms to reduce the problem size, for example by filtering out redundant data or grouping similar one. These processes require high processing capabilities, and thus their application in Internet of Things (IoT) scenarios is not straightforward due to resource constraints. Furthermore, privacy issues may arise when the data at stake is personal. In this paper we propose PAgIoT, a Privacy-preserving Aggregation protocol suitable for IoT settings.It enables multi-attribute aggregation for groups of entities while allowing for privacy-preserving value correlation. Results show that PAgIoT is resis- * Corresponding author Email addresses: lgmanzan@inf.uc3m.es (L. González-Manzano a * ), jfuentes@inf.uc3m.es (José M. de Fuentes a ), spastran@inf.uc3m.es (Sergio Pastrana a ), pperis@inf.uc3m.es ( Pedro Peris-Lopez a ), luis@iec.csic.es (Luis Hernández-Encinas b )tant to security attacks, it outperforms existing proposals that provide with the same security features, and it is feasible in resource-constrained devices and for aggregation of up to 10 attributes in big networks.

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Section: Related Workmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

PAgIoT – Privacy-preserving Aggregation protocol for Internet of Things

González-Manzano

Fuentes

Pastrana

et al. 2016

Journal of Network and Computer Applications

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“…Many and different cluster-based energy-efficient routing protocols have been proposed for WSNs [10][11][12][13][14][15][16][17][18][19][20][21]. In this section abbreviated overview of some cluster-based protocols, along with their limitations will be presented.…”

Section: Related Workmentioning

confidence: 99%

“…Based on Qos routing, convergent traffic routing is implemented as gradient-based protocol to improve reliability and packet delivery rate for convergent traffic [20]. In [21], depending on event driven routing, the concept of packet attribute, defined as the identifier of the data sampled by different kind of sensors or applications, is introduced. The attribute-aware data aggregation was proposed to meet the need for dynamic packets forward according to network state or packet types and to aggregate packets from different applications or kinds of sensors.…”

Section: Related Workmentioning

confidence: 99%

Energy-Balanced On Demand Clustering Algorithm Based On Leach-C

A.A¹,

Zhang²,

Chai³

et al. 2015

IJWMN

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“…Feng Yuan Ren et al [9] introduced the packet attribute to identify different packets generated by heterogeneous networks. They also proposed an attribute aware data aggregation (ADA) scheme for making the data aggregation more efficient.…”

Section: Related Workmentioning

confidence: 99%

Enhancing Energy Efficiency in Wireless Sensor Networks Using Optimal Gradient Routing Protocol

Kannan¹,

Paramasivan²

2014

IJCCE

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Abstract-In recent day, Wireless Sensor Networks (WSNs) adequately needs effective mechanisms for data forwarding to enhance the energy efficiency in networks. Energy efficiency and is the critical parameters for routing in WSNs. Routing protocols play a major role in WSNs for maintaining routes to ensure reliable communication. In this paper, on demand acquisitions of neighborhood information is used to find the optimal routing paths that reduce the message exchange overhead. It optimizes the number of hops for packet forwarding to the sink node which gives a better solution for energy consumption and delay. The proposed protocol combining on demand Multi hop information based multipath routing (OMLRP) and a gradient based network for achieving optimal path and reduces energy consumption. The network lifetime is prolonged up to 82% when adopting both OMLRP and gradient based network. OMLRP provides the least routing overhead which is most suitable to real time data delivery.

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Attribute-Aware Data Aggregation Using Potential-Based Dynamic Routing in Wireless Sensor Networks

Cited by 63 publications

References 36 publications

PAgIoT – Privacy-preserving Aggregation protocol for Internet of Things

PAgIoT – Privacy-preserving Aggregation protocol for Internet of Things

Energy-Balanced On Demand Clustering Algorithm Based On Leach-C

Enhancing Energy Efficiency in Wireless Sensor Networks Using Optimal Gradient Routing Protocol

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