432 research outputs found

    Detecting an Intermittent Change of Unknown Duration

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    Oftentimes in practice, the observed process changes statistical properties at an unknown point in time and the duration of a change is substantially finite, in which case one says that the change is intermittent or transient. We provide an overview of existing approaches for intermittent change detection and advocate in favor of a particular setting driven by the intermittent nature of the change. We propose a novel optimization criterion that is more appropriate for many applied areas such as the detection of threats in physical-computer systems, near-Earth space informatics, epidemiology, pharmacokinetics, etc. We argue that controlling the local conditional probability of a false alarm, rather than the familiar average run length to a false alarm, and maximizing the local conditional probability of detection is a more reasonable approach versus a traditional quickest change detection approach that requires minimizing the expected delay to detection. We adopt the maximum likelihood (ML) approach with respect to the change duration and show that several commonly used detection rules (CUSUM, window-limited CUSUM, and FMA) are equivalent to the ML-based stopping times. We discuss how to choose design parameters for these rules and provide a comprehensive simulation study to corroborate intuitive expectations.Comment: 34 pages, 7 figures, 6 table

    Relaxation Properties of Small-World Networks

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    Recently, Watts and Strogatz introduced the so-called small-world networks in order to describe systems which combine simultaneously properties of regular and of random lattices. In this work we study diffusion processes defined on such structures by considering explicitly the probability for a random walker to be present at the origin. The results are intermediate between the corresponding ones for fractals and for Cayley trees.Comment: 16 pages, 6 figure

    Tsaryovokokokshaysk Defensive Structures

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    The article deals with the data of archaeological studies of Tsaryovokokokokshaysk defensive structures. During archaeological studies the remains of posad fortifications – ostrog (wooden tortress), were found in the historical center of Yoshkar-Ola. The moat and the base of the poling wall were cut during archaeological excavations in 2008 and 2009 on the construction area of the cultural and historical complex "Tsaryovokokokshaysk Kremlin". Then a part of the moat, located to the south of the previously studied areas, was discovered during archaeological reconnaissance in 2013. Later in 2019, the moat and the ostrog's paling were investigated during archaeological excavations in the Kremlyovsky Housing Estate construction area south of the Tsaryovokokokokshaysky Kremlin. The results of archaeological studies of Tsaryovokokokokshaysk defensive structures allow the authors to clarify and supplement significantly archival sources and recreate the historical landscape of the city

    Dual-tip-enhanced ultrafast CARS nanoscopy

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    Coherent anti-Stokes Raman scattering (CARS) and, in particular, femtosecond adaptive spectroscopic techniques (FAST CARS) have been successfully used for molecular spectroscopy and microscopic imaging. Recent progress in ultrafast nanooptics provides flexibility in generation and control of optical near fields, and holds promise to extend CARS techniques to the nanoscale. In this theoretical study, we demonstrate ultrafast subwavelentgh control of coherent Raman spectra of molecules in the vicinity of a plasmonic nanostructure excited by ultrashort laser pulses. The simulated nanostructure design provides localized excitation sources for CARS by focusing incident laser pulses into subwavelength hot spots via two self-similar nanolens antennas connected by a waveguide. Hot-spot-selective dual-tip-enhanced CARS (2TECARS) nanospectra of DNA nucleobases are obtained by simulating optimized pump, Stokes and probe near fields using tips, laser polarization- and pulse-shaping. This technique may be used to explore ultrafast energy and electron transfer dynamics in real space with nanometre resolution and to develop novel approaches to DNA sequencing.Comment: 11 pages, 6 figure
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