000181423 001__ 181423
000181423 005__ 20180913061542.0
000181423 037__ $$aBOOK_CHAP
000181423 245__ $$aModel-based Sensor Data Acquisition and Management
000181423 269__ $$a2012
000181423 260__ $$bSpringer$$c2012
000181423 336__ $$aBook Chapters
000181423 520__ $$aIn recent years, due to the proliferation of sensor networks, there has been a genuine need of researching techniques for sensor data acquisition and management. To this end, a large number of techniques have emerged that advocate model-based sensor data acquisition and management. These techniques use mathematical models for performing various, day-to-day tasks involved in managing sensor data. In this chapter, we survey the state-of-the-art techniques for model-based sensor data acquisition and management. We start by discussing the techniques for acquiring sensor data. We, then, discuss the application of models in sensor data cleaning; followed by a discussion on model-based methods for querying sensor data. Lastly, we survey model-based methods proposed for data compression and synopsis generation.
000181423 6531_ $$amodel-based techniques
000181423 6531_ $$adata acquisition
000181423 6531_ $$aquery processing
000181423 6531_ $$adata cleaning
000181423 6531_ $$adata compression
000181423 700__ $$0242022$$aSathe, Saket$$g177954
000181423 700__ $$aPapaioannou, Thanasis G.
000181423 700__ $$0242028$$aJeung, Ho Young$$g187763
000181423 700__ $$0240941$$aAberer, Karl$$g134136
000181423 720_1 $$aAggarwal, Charu C.$$eed.
000181423 773__ $$tMANAGING AND MINING SENSOR DATA
000181423 8564_ $$s1632804$$uhttps://infoscience.epfl.ch/record/181423/files/sensor-chapter.pdf$$yPublisher's version$$zPublisher's version
000181423 909C0 $$0252004$$pLSIR$$xU10405
000181423 909CO $$ooai:infoscience.tind.io:181423$$pIC$$pchapter
000181423 917Z8 $$x188869
000181423 917Z8 $$x177954
000181423 917Z8 $$x177954
000181423 937__ $$aEPFL-CHAPTER-181423
000181423 973__ $$aEPFL$$sPUBLISHED
000181423 980__ $$aCHAPTER