Data Collection Performance in WSNs by Pattern Variation Discovery: Wireless Sensor Networks - Softcover

Muntjir, Mohd

 
9783330047457: Data Collection Performance in WSNs by Pattern Variation Discovery: Wireless Sensor Networks
Softcover
ISBN 10: 3330047453 ISBN 13: 9783330047457
Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Dr. Mohd Muntjir is working in College of Computers and Information Technology Taif University. He received his M.C.A. degree from H.N.B.Garhwal University, Uttarakhand, India and Ph.D. degree in Computer Science from OPJS University, Rajasthan, India. He is a member of professional societies like ACM, IEEE, IAENG, IRED, ISRD, VAS, IJETAE, CSTA.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3330047453
ISBN 13 
9783330047457
Einband
Taschenbuch
Anzahl der Seiten
244
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland