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Books > Earth & environment > Geography > Human geography
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Monitoring Continuous Phenomena - Background, Methods and Solutions (Hardcover)
Loot Price: R5,199
Discovery Miles 51 990
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Monitoring Continuous Phenomena - Background, Methods and Solutions (Hardcover)
Expected to ship within 10 - 15 working days
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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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