Database Reference
In-Depth Information
Chapter 2
ASURVEYOFMODEL-BASED
SENSOR DATA ACQUISITION
AND MANAGEMENT
Saket Sathe
Ecole Polytechnique Federale de Lausanne (EPFL)
Lausanne, Switzerland
saket.sathe@epfl.ch
Thanasis G. Papaioannou
Ecole Polytechnique Federale de Lausanne (EPFL)
Lausanne, Switzerland
thanasis.papaioannou@epfl.ch
Hoyoung Jeung
SAP Research
Brisbane, Australia
hoyoung.jeung@sap.com
Karl Aberer
Ecole Polytechnique Federale de Lausanne (EPFL)
Lausanne, Switzerland
karl.aberer@epfl.ch
Abstract
In recent years, due to the proliferation of sensor networks, there has
been a genuine need of researching techniques for sensor data acquisi-
tion and management. To this end, a large number of techniques have
emerged that advocate
model-based
sensor data acquisition and manage-
ment. These techniques use mathematical models for performing vari-
ous, day-to-day tasks involved in managing sensor data. In this chapter,
we survey the state-of-the-art techniques for model-based sensor data
acquisition and management. We start by discussing the techniques for
