59 research outputs found

    Waveform Selection for FMCW and PMCW 4D-Imaging Automotive Radar Sensors

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    The emerging 4D-imaging automotive MIMO radar sensors necessitate the selection of appropriate transmit waveforms, which should be separable on the receive side in addition to having low auto-correlation sidelobes. TDM, FDM, DDM, and inter-chirp CDM approaches have traditionally been proposed for FMCW radar sensors to ensure the orthogonality of the transmit signals. However, as the number of transmit antennas increases, each of the aforementioned approaches suffers from some drawbacks, which are described in this paper. PMCW radars, on the other hand, can be considered to be more costly to implement, have been proposed to provide better performance and allow for the use of waveform optimization techniques. In this context, we use a block gradient descent approach to designing a waveform set that is optimized based on weighted integrated sidelobe level in this paper, and we show that the proposed waveform outperforms conventional MIMO-FMCW approaches by performing comparative simulations

    IFI27 transcription is an early predictor for COVID-19 outcomes, a multi-cohort observational study

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    PurposeRobust biomarkers that predict disease outcomes amongst COVID-19 patients are necessary for both patient triage and resource prioritisation. Numerous candidate biomarkers have been proposed for COVID-19. However, at present, there is no consensus on the best diagnostic approach to predict outcomes in infected patients. Moreover, it is not clear whether such tools would apply to other potentially pandemic pathogens and therefore of use as stockpile for future pandemic preparedness.MethodsWe conducted a multi-cohort observational study to investigate the biology and the prognostic role of interferon alpha-inducible protein 27 (IFI27) in COVID-19 patients.ResultsWe show that IFI27 is expressed in the respiratory tract of COVID-19 patients and elevated IFI27 expression in the lower respiratory tract is associated with the presence of a high viral load. We further demonstrate that the systemic host response, as measured by blood IFI27 expression, is associated with COVID-19 infection. For clinical outcome prediction (e.g., respiratory failure), IFI27 expression displays a high sensitivity (0.95) and specificity (0.83), outperforming other known predictors of COVID-19 outcomes. Furthermore, IFI27 is upregulated in the blood of infected patients in response to other respiratory viruses. For example, in the pandemic H1N1/09 influenza virus infection, IFI27-like genes were highly upregulated in the blood samples of severely infected patients.ConclusionThese data suggest that prognostic biomarkers targeting the family of IFI27 genes could potentially supplement conventional diagnostic tools in future virus pandemics, independent of whether such pandemics are caused by a coronavirus, an influenza virus or another as yet-to-be discovered respiratory virus

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    Investigation of the relationship between the safety climate and occupational fatigue among the nurses of educational hospitals in Zabol

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    INTRODUCTION: Some working and organizational conditions, such as psychological stress and shift work, are factors that threaten the health of staff working in health centers. These factors can cause fatigue in a long time. Fatigue reduces the ability to process information and decrease to respond to hazardous conditions and will affect the safety of the environment. Therefore, the purpose of this study was to determine the relationship between safety climate and occupational fatigue in nurses working in Zabol city. METHODS: This cross-sectional study was performed on 143 nurses working in educational hospitals of Zabol in 2019. The proportional sampling method was used, and the Swedish Occupational Fatigue Questionnaire and the Nurses Safety Questionnaire were used for data collection. Data were analyzed using independent t-test, analysis of variance, Mann-Whitney, Kruskal-Wallis tests, and SPSS-21 software. RESULTS: In the present study, 57.3 were women and 42.7 were men. The mean score of occupational fatigue was 85.09 ± 41.49, and the mean score of safety climate was 67.15 ± 12.73. There is a significant inverse relationship between occupational fatigue and safety climate. The comparison of safety climate and its subscales between occupational and demographic variables showed that the score of male supervisors' attitude was 01.36 ± 2.41 while the score of female supervisors' attitude was 8.88 ± 2.61, and this difference was significant. Furthermore, cumulative burnout, the attitude of supervisors, and the safety climate were significantly different between different educational levels. CONCLUSION: The results of this study showed that there is a relationship between occupational fatigue and safety climate. Issues related to safety and risk factors in hospitals due to the high risk of disease outbreak and mortality, in addition to being economical, are important in terms of the human aspect as well. In addition, the activity of nursing staff is more important compared to other groups because of providing health care and communicating with patients; thus, more education about the safety climate of the workplace environment in hospitals can reduce nurses' fatigue. © 2020 American Medical Association. All rights reserved
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