CollECT: Collaborative event detection and tracking in wireless heterogeneous sensor networks

Shih, Kuei‐Ping; Wang, Sheng-Shih; Chen, Hung-Chang; Yang, Pao-Hwa

doi:10.1016/j.comcom.2008.04.016

Cited by 55 publications

(45 citation statements)

References 20 publications

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“…Moreover, the underlying distribution of streaming data may not be known a priori. Furthermore, direct computation of probabilities is difficult (Gaber 2007 (Shih et al, 2006). Such dynamicity and heterogeneity increase the complexity of designing an appropriate outlier detection technique for WSNs.…”

Section: Challenges Of Outlier Detection In Wsnsmentioning

confidence: 99%

Outlier Detection Techniques for Wireless Sensor Networks: A Survey

Zhang

Meratnia

Havinga

2010

IEEE Commun. Surv. Tutorials

629

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In the field of wireless sensor networks, measurements that significantly deviate from the normal pattern of sensed data are considered as outliers. The potential sources of outliers include noise and errors, events, and malicious attacks on the network. Traditional outlier detection techniques are not directly applicable to wireless sensor networks due to the multivariate nature of sensor data and specific requirements and limitations of the wireless sensor networks. This survey provides a comprehensive overview of existing outlier detection techniques specifically developed for the wireless sensor networks. Additionally, it presents a technique-based taxonomy and a decision tree to be used as a guideline to select a technique suitable for the application at hand based on characteristics such as data type, outlier type, outlier degree.

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Section: Challenges Of Outlier Detection In Wsnsmentioning

confidence: 99%

Outlier Detection Techniques for Wireless Sensor Networks: A Survey

Zhang

Meratnia

Havinga

2010

IEEE Commun. Surv. Tutorials

629

View full text Add to dashboard Cite

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“…Sensor network provides security for intra car [15] to achieve fuel efficiency and reduction in the weight automotive, by replacing wired sensor and their cable with the help of sensor network , but still, the security issue is occur due to inherent vulnerability of the wireless platform such as replacement, and highly questionable.…”

Section: Security For Intra Carmentioning

confidence: 99%

A Survey about Applications, Issues and Challenges of Sensor Network

Farooq¹,

Gull²

2018

IJCA

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This research work defines the concept of Sensor network that is consist on smallest nodes that performed some process, collect information of sensing, with calculation, and wireless communications competencies. This concept was taken from micro electro-mechanical systems technology. It consist on standard, application, energy, and techniques. Sensor network routing protocol are design according to the network and architecture. Sensor network needs application domain specialists, hardware inventers, and software designers to present effective systems. By applying sensor network characteristic like, fault tolerance, flexibility, high sensing reliability, less budget, that can generate new application areas for remote sensing devices. Sensor network constraint are need to be analyze so that it can satisfy the knowledge about sensor network these contraint followed by error acceptance, cost, hardware, topologies, and power consumption. It's also very helpful in security, and energy. This research paper shows the overview of the sensor network and its, application with their issues and challenges.

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“…27 proposed a fully distributed and collaborative protocol, to event detection and tracking in wireless heterogeneous sensor networks (WHSNs), which consists of various types of sensor nodes with different sensing units. Their protocol mainly adopts the collaborations of the same and the different types of sensor nodes to determine the urgent and to select the border sensor nodes for event detection and tracking.…”

Section: Published By Atlantis Pressmentioning

confidence: 99%

Cooperative Data Management in Wireless Sensor Networks

Mousannif¹,

Khalil²

2012

IJCIS

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Introducing cooperation into a wireless sensor network (WSN) has gained much attention in the recent few years mainly because of the significant effect it has on optimizing energy consumption and on enhancing the lifetime and the overall performance of the network. Cooperation can be exploited at different levels, ranging from a collection of nodes collaborating to forward the data they gathered from the environment towards the base station through efficient data aggregation and clustering techniques, to nodes collaborating to report events occurrences, track targets or control the topology. Motivated by a large variety of attractive wireless sensor applications, such as environmental monitoring, smart environments and healthcare applications, we survey mechanisms that take advantage of cooperation among sensor nodes in the network for the purpose of delivering information reliably and efficiently to nodes of the network that are interested in receiving it. We provide detailed overviews and highlight the importance of cooperation from different perspectives.

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CollECT: Collaborative event detection and tracking in wireless heterogeneous sensor networks

Cited by 55 publications

References 20 publications

Outlier Detection Techniques for Wireless Sensor Networks: A Survey

Outlier Detection Techniques for Wireless Sensor Networks: A Survey

A Survey about Applications, Issues and Challenges of Sensor Network

Cooperative Data Management in Wireless Sensor Networks

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