Data Collection Performance in WSNs by Pattern Variation Discovery

Name: Data Collection Performance in WSNs by Pattern Variation Discovery
Brand: LAP Lambert Academic Publishing
SKU: 9783330047457
Price: 336.58 RON
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Wireless Sensor Networks

Autor: Mohd Muntjir

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Editura: LAP Lambert Academic Publishing

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This book provides an extensive knowledge of the most important aspects of Wireless Sensor Networks,...

Informații despre carte

Autor

Mohd Muntjir

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2017

Pagini

244

EAN

9783330047457

ISBN

3330047453

Enbook ID

16068775

Editura

LAP Lambert Academic Publishing

Greutate

380

Dimensiuni

150 x 220 x 15

Descriere completă

This book provides an extensive knowledge of the most important aspects of Wireless Sensor Networks, especially the data collection performance in WSNs.The primary goal of optimization is to minimize the traveling distance by the robot. The problem can be regarded as a special case of the Travelling Salesman Problem with Neighborhoods (TSPN), tiny sensor nodes, equipped with sensing, communication capabilities and computation can be deployed in large numbers in geographical areas to monitor, detect and report events. The problem of irregularities detection is to find those sensory values that deviate significantly from the norm. This problem is important in the sensor network setting because it can be used to identify abnormal or interesting events or faulty sensors. A new approach named pattern variation discovery is used to solve this problem.Detection of irregularities is tightly interrelated to modeling of sensor data. Therefore, we propose to detect irregular single-attribute sensor data with respect to time or space by building models. This problem is important in the sensor network setting because it can be used to identify abnormal or interesting events or faulty sensors.

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Data Collection Performance in WSNs by Pattern Variation Discovery

Wireless Sensor Networks

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