Outlier and Event Detection in Harsh Environments: An application of Wireless Sensor Networks - Softcover

Shahid, Nauman

Softcover

ISBN 10: 384841435X ISBN 13: 9783848414352

Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

The applications of wireless sensor networks in harsh environments, an aspect which has not been given extensive treatment in the literature is considered in this work. Typical examples of harsh environments are urban areas and underground mines. Among the numerous monitoring applications of wireless sensor networks this work focuses on outlier detection and event detection in harsh environments. An outlier detection technique for harsh environments should be energy efficient and able to incorporate multivariate input data type, spatiotemporal and attribute correlations, identification of an outlier as an event or error, outlier degree, outlier score, in-susceptibility to dynamic topology, non-stationarity and inhomogeneity of the environment. The objective of this work is to provide a brief analysis of the state-of-the-art outlier/event detection techniques in the context of harsh environments and build on these techniques to incorporate most of the mentioned characteristics.

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Über die Autorin bzw. den Autor

Nauman Shahid received his Masters degree in Computer Engineering from Lahore University of Management Sciences (LUMS). Currently he is working as a Research Associate in Advanced Communication Laboratory (ADCOM, LUMS).

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2012
• Sprache: Englisch
• ISBN 10: 384841435X
• ISBN 13: 9783848414352
• Einband: Taschenbuch
• Anzahl der Seiten: 172
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen