882 research outputs found
An Architecture for Coexistence with Multiple Users in Frequency Hopping Cognitive Radio Networks
The radio frequency (RF) spectrum is a limited resource. Spectrum allotment disputes stem from this scarcity as many radio devices are con confined to a fixed frequency or frequency sequence. One alternative is to incorporate cognition within a configurable radio platform, therefore enabling the radio to adapt to dynamic RF spectrum environments. In this way, the radio is able to actively observe the RF spectrum, orient itself to the current RF environment, decide on a mode of operation, and act accordingly, thereby sharing the spectrum and operating in more flexible manner. This research presents a novel framework for incorporating several techniques for the purpose of adapting radio operation to the current RF spectrum environment. Specifically, this research makes six contributions to the field of cognitive radio: (1) the framework for a new hybrid hardware/software middleware architecture, (2) a framework for testing and evaluating clustering algorithms in the context of cognitive radio networks, (3) a new RF spectrum map representation technique, (4) a new RF spectrum map merging technique, (5) a new method for generating a random key-based adaptive frequency-hopping waveform, and (6) initial integration testing toward implementing the proposed system on a field-programmable gate array (FPGA)
A consideration of the challenges involved in supervising international masters students
This paper explores the challenges facing supervisors of international postgraduate students at the dissertation stage of the masters programme. The central problems of time pressure, language difficulties, a lack of critical analysis and a prevalence of personal problems among international students are discussed. This paper makes recommendations for the improvement of language and critical thinking skills, and questions the future policy of language requirements at HE for international Masters students
Classification and Regression Tree (CART) analysis to predict influenza in primary care patients
Abstract
Background
The use of neuraminidase-inhibiting anti-viral medication to treat influenza is relatively infrequent. Rapid, cost-effective methods for diagnosing influenza are needed to enable appropriate prescribing. Multi-viral respiratory panels using reverse transcription polymerase chain reaction (PCR) assays to diagnose influenza are accurate but expensive and more time-consuming than low sensitivity rapid influenza tests. Influenza clinical decision algorithms are both rapid and inexpensive, but most are based on regression analyses that do not account for higher order interactions. This study used classification and regression trees (CART) modeling to estimate probabilities of influenza.
Methods
Eligible enrolleesââ„â5 years old (nâ=â4,173) who presented at ambulatory centers for treatment of acute respiratory illness (â€7 days) with cough or fever in 2011â2012, provided nasal and pharyngeal swabs for PCR testing for influenza, information on demographics, symptoms, personal characteristics and self-reported influenza vaccination status.
Results
Antiviral medication was prescribed for just 15Â % of those with PCR-confirmed influenza. An algorithm that included fever, cough, and fatigue had sensitivity of 84Â %, specificity of 48Â %, positive predictive value (PPV) of 23Â % and negative predictive value (NPV) of 94Â % for the development sample.
Conclusions
The CART algorithm has good sensitivity and high NPV, but low PPV for identifying influenza among outpatients â„5Â years. Thus, it is good at identifying a group who do not need testing or antivirals and had fair to good predictive performance for influenza. Further testing of the algorithm in other influenza seasons would help to optimize decisions for lab testing or treatment.http://deepblue.lib.umich.edu/bitstream/2027.42/134640/1/12879_2016_Article_1839.pd
The On-Orbit Performance of the Galaxy Evolution Explorer
We report the first year on-orbit performance results for the Galaxy
Evolution Explorer (GALEX), a NASA Small Explorer that is performing a survey
of the sky in two ultraviolet bands. The instrument comprises a 50 cm diameter
modified Ritchey-Chretien telescope with a 1.25 degree field of view,
selectable imaging and objective grism spectroscopic modes, and an innovative
optical system with a thin-film multilayer dichroic beam splitter that enables
simultaneous imaging by a pair of photon counting, microchannel plate, delay
line readout detectors. Initial measurements demonstrate that GALEX is
performing well, meeting its requirements for resolution, efficiency,
astrometry, bandpass definition and survey sensitivity.Comment: This paper will be published as part of the Galaxy Evolution Explorer
(GALEX) Astrophysical Journal Letters Special Issu
Language and anxiety: an ethnographic study of international postgraduate students
This paper presents some findings from an ethnographic study of international postgraduate students at a university in the South of England, which involved interviews and participant observation over a twelve-month academic year. One of the major themes that emerged from this research was studentsâ anxiety over their level of English language. Although all students entered their course with a minimum level of IELTS 6, the majority felt disadvantaged by particularly poor spoken English, and suffered feelings of anxiety, shame and inferiority. Low self-confidence meant that they felt ill-equipped to engage in class discussion and in social interaction which used English as the medium of communication. A common reaction to stress caused by language problems was to retreat into monoethnic communication with students from the same country, further inhibiting progress in language. Whilst some linguistic progress was made by nearly all students during the academic sojourn, the anxiety suffered by students in the initial stage must not be underestimated, and appropriate support systems must be put in place to alleviate their distress
The Dual-Axis Circumstellar Environment of the Type IIn Supernova 1997eg
We present multi-epoch spectral and spectropolarimetric observations of the
Type IIn supernova (SN) 1997eg that indicate the presence of a flattened
disk-like concentration of circumstellar material surrounding nonspherical
ejecta, with which the disk is misaligned. The polarization across the broad H
alpha, H beta, and He I 5876 lines of SN 1997eg forms closed loops when viewed
in the Stokes q-u plane. Such loops occur when the geometrical symmetry of one
or both of the Stokes parameters across spectral lines is broken, in this case
most likely by occultation of the ejecta by the equatorial circumstellar matter
concentration. The polarization of the narrow Balmer lines possesses an
intrinsic axis that differs by 12 degrees from that of the elongated ejecta and
probably indicates the orientation of the disk-like circumstellar material. The
existence of two different axes of symmetry in SN 1997eg suggests that neither
rotation of the progenitor nor the influence of a companion star can be the
sole mechanism creating a preferred axis within the supernova system. Our model
supports the emerging hypothesis that the progenitors of some Type IIn
supernovae are luminous blue variable stars, whose pre-supernova mass eruptions
form the circumstellar shells that physically characterize the SN IIn subclass.
These conclusions, which are independent of interstellar polarization effects,
would have been unobservable with only a single epoch of spectropolarimetry.Comment: 52 pages, 13 figures; accepted by ApJ. Several sections revised in
response to referee comments. High-resolution figures are available at
http://grammai.org/jhoffman/1997eg
Picturing the nation : The Celtic periphery as discursive other in the archaeological displays of the museum of Scotland
Using the archaeological displays at the Museum of Scotland in Edinburgh, this paper examines the exhibition as a site of identity creation through the negotiations between categories of same and Other. Through an analysis of the poetics of display, the paper argues that the exhibition constructs a particular relationship between the Celtic Fringe and Scottish National identity that draws upon the historical discourses of the Highlands and Islands of Scotland as a place and a time \u27apart\u27. This will be shown to have implications for the display of archaeological material in museums but also for contemporary understandings of Scottish National identity. <br /
Creating a positive casual academic identity through change and loss
Neoliberalism has significantly impacted higher education institutes across the globe by increasing the number of casual and non-continuing academic positions. Insecure employments conditions have not only affected the well-being of contingent staff, but it has also weakened the democratic, intellectual and moral standing of academic institutions. This chapter provides one practitionerâs account of the challenges of casual work, but rather than dwelling on the negativities, it outlines the potential richness of an identity based on insecurity and uncertainty. This exploration draws on the literature of retired academics and identity theory to illustrate the potential generative spaces within an undefined and incoherent identity
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