Monitoring Continuous Phenomena

As a consequence, the monitoring of continuous phenomena like temperature or pollution by stationary sensors was intensified since their benefits can be utilized at much lower expenses. There are manifold subject areas which are dealing ...

Monitoring Continuous Phenomena

Monitoring continuous phenomena by stationary and mobile sensors has become a common due to the improvement in hardware and communication infrastructure and decrease in it’s cost. Sensor data is now available in near real time via web interfaces and in machine-readable form, facilitated by paradigms like the Internet of Things (IoT). There are still some obstacles in the usability of the data since the positions (in space and time) of observation and the positions of interest usually do not coincide. Interpolation is the technique to fill such gaps and there are manifold methods to perform it. To actually operate a monitoring system, there are problems like unambiguous identification of interpolation method and associated parameters, appropriate interface to store observations and retrieve interpolated data, continuous update of the interpolation model for real time monitoring, compression and progressive retrieval of observational data and critical states definition and notification by using aggregation of values. This book proposes a general system architecture that addresses these problems. It is not confined to details about particular interpolation methods but rather takes a holistic view on the problem of monitoring. State-of-the-art technologies like geostatistics, sensor web enablement and field data types are introduced and applied in order to provide a viable toolset for the problem domain. The focus is on the overall organization of the monitoring and the architectural design of the software system and the associated simulation framework that is used to systematically evaluate different monitoring approaches. The whole cycle of a monitoring entailing observation, interpolation, discretization, storage, retrieval and notification is covered. Concrete solutions for several common problems in this context are provided.

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Monitoring Continuous Phenomena
Language: en
Pages: 216
Authors: Peter Lorkowski
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-25 - Publisher: CRC Press

Monitoring continuous phenomena by stationary and mobile sensors has become a common due to the improvement in hardware and communication infrastructure and decrease in it’s cost. Sensor data is now available in near real time via web interfaces and in machine-readable form, facilitated by paradigms like the Internet of Things
Research on Short-term Weather Phenomena, Hearings Before the Subcommittee on Space Science and Applications of the Science and Astronautics Committee, 93-1, November 6, 7, 9, 1973
Language: en
Pages: 329
Authors: United States. Congress. House. Science and Astronautics
Categories: Technology & Engineering
Type: BOOK - Published: 1974 - Publisher:

Books about Research on Short-term Weather Phenomena, Hearings Before the Subcommittee on Space Science and Applications of the Science and Astronautics Committee, 93-1, November 6, 7, 9, 1973
Transactions on Computational Science XIV
Language: en
Pages: 239
Authors: Mir Abolfazl Mostafavi
Categories: Computers
Type: BOOK - Published: 2012-01-18 - Publisher: Springer Science & Business Media

The 14th issue of the Transactions on Computational Science journal contains nine papers, all revised and extended versions of papers presented at the International Symposium on Voronoi Diagrams 2010, held in Quebec City, Canada, in June 2010. The topics covered include: the development of new generalized Voronoi diagrams and algorithms
Wireless Sensor Networks
Language: en
Pages: 799
Authors: Ibrahiem M. M. El Emary, S. Ramakrishnan
Categories: Computers
Type: BOOK - Published: 2013-08-28 - Publisher: CRC Press

Although there are many books available on WSNs, most are low-level, introductory books. The few available for advanced readers fail to convey the breadth of knowledge required for those aiming to develop next-generation solutions for WSNs.Filling this void, Wireless Sensor Networks: From Theory to Applications supplies comprehensive coverage of WS
A System Architecture for the Monitoring of Continuous Phenomena by Sensor Data Streams
Language: en
Pages:
Authors: Peter Lorkowski
Categories: Computers
Type: BOOK - Published: 2018 - Publisher:

Books about A System Architecture for the Monitoring of Continuous Phenomena by Sensor Data Streams