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Classification of processes as stationary or nonstationary has been recognized as an important and unresolved problem in the analysis of scaling signals. Stationarity or nonstationarity determines not only the form of autocorrelations and moments but also the selection of estimators. In this paper, a methodology for classifying scaling processes as stationary or nonstationary is proposed. The method is based on wavelet Tsallis q- entropies and particularly on the behaviour of these entropies for scaling signals. It is demonstrated that the observed wavelet Tsallis q-entropies of 1/f signals can be modeled by sum-cosh apodizing functions which allocates constant entropies to a set of scaling signals and varying entropies to the rest and that this allocation is controlled by q. The proposed methodology, therefore, differentiates stationary signals from non-stationary ones based on the observed wavelet Tsallis entropies for 1/f signals. Experimental studies using synthesized signals confirm that the proposed method not only achieves satisfactorily classifications but also outperforms current methods proposed in the literature. [ABSTRACT FROM AUTHOR]

Members of the receptor-like kinase gene family play crucial regulatory roles in many aspects of plant development, but the ligands to which they bind are largely unknown. In Arabidopsis, the receptor kinase CLAVATA1 (CLV1) binds to the small secreted polypeptide CLV3, and three proteins act as key elements of a signal transduction pathway that regulates shoot apical meristem maintenance. To better understand the signal transduction mechanisms involving small polypeptides, we are studying 25 Arabidopsis CLV3/ESR (CLE) proteins that share a conserved C-terminal domain with CLV3 and three maize ESR proteins. Members of the CLE gene family were identified in database searches and only a few are known to be expressed. We have identified an additional member of the CLE gene family in Arabidopsis, which is more similar in gene structure to CLV3 than the other CLE genes. Phylogenetic analysis reveals that few of the putative CLE gene products are closely related, suggesting there may be little functional overlap between them. We show that 24 of the 25 Arabidopsis CLE genes are transcribed in one or more tissues during development, indicating that they do encode functional products. Many are widely expressed, but others are restricted to one or a few tissue types. We have also determined the sub-cellular localization of several CLE proteins, and find that they are exported to the plasma membrane or extracellular space. Our results suggest that the Arabidopsis CLE proteins, like CLV3, may function as secreted signaling molecules that act in diverse pathways during growth and development. [ABSTRACT FROM AUTHOR]

The increase of data-rates that are provided by free-space optical (FSO) communications is essential in our data-driven society. When used in satellite and interplanetary networks, these optical links can ensure fast connections, yet they are susceptible to atmospheric disruptions and long orbital delays. The Delay and Disruption Tolerant Networking (DTN) architecture ensures a reliable connection between two end nodes, without the need for a direct connection. This can be an asset when used with FSO links, providing protocols that can handle the intermittent nature of the connection. This paper provides a review on the theoretical and state-of-the-art studies on FSO and DTN. The aim of this review is to provide motivation for the research of an optical wireless satellite network, with focus on the use of the Licklider Transmission Protocol. The assessment presented establishes the viability of these networks, providing many examples to rely on, and summarizing the most recent stage of the development of the technologies addressed. [ABSTRACT FROM AUTHOR]