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Moreover, the importance of certain network measurements is shown.
For cellular operators, estimating the end-user experience from network measurements is a challenging task.
This mapping represents the network MAC layer throughput calculation based on the actual network measurements.
The method is conceived for the network design stage, when network measurements are still not available.
In the sequel, unless stated otherwise, "network measurements" mean RTT values.
Preliminary results using actual network measurements, in both Greece and Finland, reveal the efficiency of STAMP.
To complement these techniques, we propose to use (commercial) crowdsourcing platforms for network measurements.
Finally, our estimation methods are exploited to develop a distributed algorithm to detect corrupted network measurements.
This section presents a summary of the key network measurements used in our analysis, which are discussed along the paper.
In these applications, we usually wish to monitor global system conditions defined as a function of network measurements.
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Based on the work of Zhang and Reid [ 2006] and Lary et al. [ 2009], a back-propagation neural network has been developed to correct observational biases related to cloud contamination, surface parameterization, and aerosol microphysics, using Aerosol Robotic Network measurements.
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