[图书][B] Robust dynamical model-based data representations and structuring of time series data for in-sequence localization
E Laftchiev - 2015 - search.proquest.com
2015•search.proquest.com
In the modern era there is an unprecedented ability to actuate via an increasingly cheaper
array of actuators, and to sense through a growing, increasingly cheaper, array of sensors.
The ability to sense in particular represents both the unique opportunity and the unique
challenge of our time. It is an opportunity because through the acquired data, it is possible to
glean insight into processes that are still too complex to be modeled correctly, and a
challenge because the sheer volume of data generated is often overwhelming.
array of actuators, and to sense through a growing, increasingly cheaper, array of sensors.
The ability to sense in particular represents both the unique opportunity and the unique
challenge of our time. It is an opportunity because through the acquired data, it is possible to
glean insight into processes that are still too complex to be modeled correctly, and a
challenge because the sheer volume of data generated is often overwhelming.
Abstract
In the modern era there is an unprecedented ability to actuate via an increasingly cheaper array of actuators, and to sense through a growing, increasingly cheaper, array of sensors. The ability to sense in particular represents both the unique opportunity and the unique challenge of our time. It is an opportunity because through the acquired data, it is possible to glean insight into processes that are still too complex to be modeled correctly, and a challenge because the sheer volume of data generated is often overwhelming.
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