Sensitivity Analysis of the Data Assimilation-Driven Decomposition in Space and Time to Solve PDE-Constrained Optimization Problems

This paper is presented in the context of sensitivity analysis (SA) of large-scale data assimilation (DA) models.We studied consistency, convergence, stability and roundoff error propagation of the reduced-space optimization technique arising in parallel 4D Variational DA problems.The results are helpful to understand the reliability of DA, to asse

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Adaptive Traffic-Aware PSM Mechanism for IEEE 802.11 WLANs

Wireless devices consume large amounts of energy during wireless communication.As the energy storage of battery is limited, improving energy efficiency has become an important Bubbles approach to prolong the lifetime of devices.The IEEE 802.11 protocol supports the power save mode (PSM) in wireless local area networks (WLANs).However, the standard

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