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How to Estimate the Unmodulated Carrier Power Level of a Modulated Telemetry SignalLaw, Eugene 10 1900 (has links)
ITC/USA 2006 Conference Proceedings / The Forty-Second Annual International Telemetering Conference and Technical Exhibition / October 23-26, 2006 / Town and Country Resort & Convention Center, San Diego, California / This paper will present methods to both measure the unmodulated carrier power of a modulated
signal and to estimate the unmodulated carrier power level from the measured power spectrum.
The unmodulated carrier power level is needed to convert measured spectra into units of dBc.
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ON THE PERFORMANCE OF PCM/FM+ FM/FM SYSTEMSOsborne, William P., Whiteman, Don, Ara, Sharmin 10 1900 (has links)
International Telemetering Conference Proceedings / October 25-28, 1993 / Riviera Hotel and Convention Center, Las Vegas, Nevada / Much modem telemetry is transmitted in a digital format and to be compatible with
existing range equipment the digital data is impressed on the carrier using FM
modulation. The receiving system in common use employs an FM
limiter/discriminator as a detector followed by an integrate and dump matched filter
for bit detection. This system has been studied by previous authors [1] and it is well
known that in the absence of frequency uncertainty the optimum transmission
parameters consist of a modulation index of .7 (peak-to-peak deviation divided by the
bit rate) and an IF filter bandwidth equal to the bit rate followed by a limiter
discriminator.
In many cases, there is a need for some small amount of analog telemetry transmission
in addition to the digital data discussed above. In these cases it is common practice to
include analog subcarriers on the main carrier with the digital data modulating the
carrier at baseband, the resulting system is called PCM/FM + FM/FM. These hybrid
analog/digital systems are the subject of this paper. In particular this paper addresses
the performance of these systems through simulation using the Block Oriented System
Simulator (BOSS) from Comdisco and with analytical techniques to obtain the BER
versus SNR curves for these systems. The simulation is used over a wide range of
parameters to find the optimum values of modulation index and IF bandwidth for
these systems.
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Using ATS to Turn Time Series Estimation and Model Diagnostics into Fast Regression Estimation and Model DiagnosticsJeremy M. Troisi (5930336) 15 May 2019 (has links)
<pre>The Average Transform Smooth (ATS) statistical methods [McRae, Mallows, and Cleveland], are applied to measurements of a non-gaussian random variable to make them close to gaussian. This gaussianization makes use of the well known concept of variance stabilizing transformation, but takes it further by first averaging blocks of r measurements, transforming next, and then smoothing. The smoothing can be nonparametric, or can be the fitting of a parametric model. The gaussianization makes analysis simpler and more effective.</pre><pre><br></pre><pre>In this work ATS is applied to the periodogram of a stationary parametric time series, and makes use of the periodogram large sample properties given the true power spectrum [Brillinger], to develop a new approach to parametric time series model estimation and model diagnostics. The ATS results and the theory are reformulated as a regression model, PPS-REG, involving true power spectrum and the periodogram. PPS-REG has attractive properties: iid gaussian error terms with mean 0 and a known variance; accurate estimation; much faster estimation than the classical maximum likelihood when the time series is large; enables the use of the very powerful classical regression model diagnostics; bases the diagnostics on the power spectrum, adding substantially to the standard use of the autocovariance function for diagnosing the fits of models specified in the time domain.</pre>
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Electromyographic assessment of human muscle functionBennie, Kirsty Jane January 1999 (has links)
No description available.
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Effect Of Inner Scale Atmospheric Spectrum Models On Scintillation In All Optical Turbulence RegimesMayer, Kenneth 01 January 2007 (has links)
Experimental studies have shown that a "bump" occurs in the atmospheric spectrum just prior to turbulence cell dissipation.1,3,4 In weak optical turbulence, this bump affects calculated scintillation. The purpose of this thesis was to determine if a "non-bump" atmospheric power spectrum can be used to model scintillation for plane waves and spherical waves in moderate to strong optical turbulence regimes. Scintillation expressions were developed from an "effective" von Karman spectrum using an approach similar to that used by Andrews et al.8,14,15 in developing expressions from an "effective" modified (bump) spectrum. The effective spectrum extends the Rytov approximation into all optical turbulence regimes using filter functions to eliminate mid-range turbulent cell size effects to the scintillation index. Filter cutoffs were established by matching to known weak and saturated scintillation results. The resulting new expressions track those derived from the effective bump spectrum fairly closely. In extremely strong turbulence, differences are minimal.
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DYNAMIC BEHAVIOR OF MULTIPATH INTERFERENCE IN ARTM CHANNEL SOUNDING DATADavis, Adam Todd 10 1900 (has links)
International Telemetering Conference Proceedings / October 23-26, 2000 / Town & Country Hotel and Conference Center, San Diego, California / Data collected during July 1999 at Edwards EAFB by the Advanced Range Telemetry (ARTM) program
is examined to characterize the dynamic behavior of multipath interference in an aeronautical telemetry
channel. Multipath fade events are analyzed in the frequency domain to show how these fades appear,
evolve, and disappear from the channel. A channel model and examples from the channel sounding data
are used to show the dynamic nature of these fade events. The Doppler power spectrum is used to
quantify the exact time-varying nature of the multipath fade events. The coherence time, or the amount
of time the channel can be viewed as unchanging, is obtained from the Doppler power spectrum and is
calculated to be 100 ms in the data sets examined in this paper. This implies that adaptive multipath
mitigation techniques must have an adaptation bandwidth of 10 Hz.
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THE CONTINUUM OF DROUGHT IN WESTERN NORTH AMERICAAult, Toby R. January 2011 (has links)
The continuum of western North American hydroclimate during the last millennium is analyzed here using instrumental records, proxy data, and global climate model (GCM) simulations. We find that variance at long timescales (low frequencies) is generally more substantial than variance at short timescales (high frequencies). We find that local sources of autocorrelation (e.g., soil moisture storage) likely explain the tendency for variance to increase from monthly to interannual timescales, but that variance at longer timescales requires remote climate sources of variability. Our analysis of global climate model data indicates that at least one fully coupled GCM can reproduce the characteristics of the continuum on short (interannual) and long (multicentury) timescales, but that proxy spectra and GCM spectra disagree about the amount of variance present on intermediate (decadal to centennial) timescales. Since instrumental records, as well as multiple independent types of paleoclimate records, provide evidence that variance increases with timescale at these frequencies, and because numerical experiments indicate that local autocorrelation is not a likely source of variance at these timescales, we argue that climate model simulations underestimate the full range of low-frequency drought variability. Moreover, the models may also underestimate the risk of future megadroughts, which we attempt to quantify using a new method that combines frequency information from observational data with projections of 21st century hydroclimate. Our results indicate that the risk of a severe, decadal-scale drought during the coming century is at least 1-in-10 for most of the US Southwest, and may be as high as 1-in-3. These findings should be incorporated into adaptation and mitigation strategies to cope with regional climate variability and climate change.
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Análise espectral da atividade elétrica cerebral de eqüinos submetidos à cafeína / Spectral analysis of brain electrical activity of horses subjected to caffeineMoreira, Silvia Helena dos Santos 14 March 2013 (has links)
A cafeína é um potente estimulante do sistema nervoso central dos animais e vem sendo usada para melhorar o desempenho de cavalos atletas devido a sua propriedade de estímulo da atividade motora e redução da fadiga muscular. O objetivo do presente estudo foi avaliar o perfil eletroencefalográfico de equinos submetidos a cafeína comercial utilizando eletrodos de superfície e biotelemetria. Foram utilizados dois protocolos experimentais. No primeiro protocolo dois equinos (A e B) foram submetidos a cafeína comercial e no segundo protocolo dois animais controle (C e D) foram submetidos a um placebo com solução fisiológica. O EEG obtido dessas situações foi analisado no ambiente Matlab® onde se avaliou os espectros de potência. Os dados foram analisados por One-way ANOVA valores de p < 0,05 usando vários testes estatísticos. A análise do espectro resultante mostrou predominância de frequências nas faixas de 20 Hz e 35 Hz para o animal A; 15 Hz, 20 Hz e 25 Hz para o animal B, essas frequências foram verificadas nos animais antes de serem submetidos à cafeína; quando foram submetidos à cafeína foi observado um pico predominante em 10 Hz em ambos indivíduos. Para os animais controle, a frequência observada foi de 15 Hz e 25 Hz para o animal C e para o animal D as frequências foram 15 Hz, 20 Hz, 30 Hz e 35 Hz. Para ambos os animais submetidos à cafeína os resultados estatísticos comprovaram que houve diferenças entre as médias da densidade espectral de potência dos sinais adquiridos. Para os animais que foram submetidos ao placebo os testes estatísticos demonstraram que não houve diferenças das médias dos espectros constatando que a aplicação do placebo não teve efeito na atividade elétrica cerebral nos equin os estudados. Conclui-se que o EEG registrou um padrão diferenciado para os animais que foram submetidos à cafeína. / Caffeine is a powerful stimulant of the central nervous system of animals and has been used to improve performance in athletic horses due to its property of stimulating motor activity and reduced muscle fatigue. The aim of this study was to evaluate the electroencephalographic pattern of horses undergoing caffeine by the use of surface electrodes and biotelemetry system. Two experimental protocols were carried out. In the first protocol two horses (A and B) were submitted to commercial caffeine and in the second protocol two control horses (C and D) were submitted to a saline placebo. The EEG was obtained and analyzed in Matlab® by evaluating the power spectra. Data were analyzed by one-way ANOVA with p-value <0.05 using several statistical tests. The results of spectrum analysis showed predominance of frequency bands from 20 Hz to 35 Hz for animal A and 15 Hz, 20 Hz and 25 Hz for animal B; these frequencies were observed in the animals before being subjected to caffeine; when they were submitted to caffeine it was observed a predominant peak at 10 Hz in both individuals. For animals used as control the observed frequency was 15 Hz and 25 Hz for animal C; for animal D frequencies were 15 Hz, 20 Hz, 30 Hz and 35 Hz. For both animals submitted to caffeine statistical results showed that there were differences between the means of the power spectral density of signals acquired. For animals that underwent placebo saline statistical tests showed no differences of mean spectra stating that the application of placebo had no effect on brain electrical activity studied in horses. Overall results had shown that the EEG pattern was influenced by caffeine.
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Interference of Intensity Noise in a Multimode Nd:YAG LaserHill, Timothy James January 2003 (has links)
We investigate the behaviour of the intensity noise in a multi-longitudinal mode Nd:YAG laser. This type of laser is a nonlinear system which exhibits complicated dynamics within the intensity noise. For example, antiphase dynamics is where there is cancellation of one or more collective modes of oscillation, which are distinct from the longitudinal modes, in the total output. Commonly lasers are studied experimentally to discriminate between models used to describe them. They are convenient since many external influences can be controlled and the oscillations of interest are low frequency (in the kHz regime) making their direct measurement relatively simple. In our laser, the collective modes of oscillation are excited by broadband ambient noise. Because the phase of the excitation is unknown, we develop the cross spectral technique to measure the antiphase dynamics directly and form a picture of the intensity noise interference for two to five mode operation. For three mode operation, we measure the contributions of the longitudinal modes to the collective modes. We also calculate power spectral densities of the individual longitudinal modes and the total intensity. We test relationships between these quantities, at the collective mode frequencies, which are derived from modal rate equation theory. For two mode operation, the theoretical relations are satisfied. For three mode operation, the relations are satisfied when the picture of interferences is taken into account. The cross spectral technique is therefore shown to be a sensitive test of the model developed by Pieroux and Mandel [T. Hill et al., Phys. Rev. A 66, 063803 (2002)]. The behaviour of the multimode laser operating near the threshold of a longitudinal mode is measured. Transitions in the cross spectrum are noted in some pairs of longitudinal modes, for an arbitrary but small pump rate above threshold of a longitudinal mode. It has been shown that longitudinal modes with a high threshold pump power may become more intense than those with a lower threshold [K. Otsuka et al., Opt. Lett. 23, 201 (1998), L. Stamatescu and M.W. Hamilton, (unpublished) (1999), N.B. Abraham et al., Phys. Rev. A 62, 013810 (2000), P.A. Khandokhin, E.A. Ovchinnikov and E.Yu. Shirokov, Phys. Rev. A 61, 053807 (2000)]. The AC noise component of the first two longitudinal modes to reach threshold, is found to exhibit similar properties to their intensity. The implications of the results of this thesis, on models used to describe the behaviour of solid state lasers, are also discussed. / Thesis (Ph.D.)--Physics, 2003.
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Applying Adaptive Prognostics to Rolling Element BearingsLindsay, Tara Reeves 28 November 2005 (has links)
Rolling element bearing failure can cause problems for industries ranging from mild inconveniences such as simple replacement to catastrophic damage such as large production-line equipment failure. Rolling element bearing failure has plagued industries for many years. Bearings are currently monitored to determine whether or not there is a defect in the bearing, but the remaining lifetime of the bearing remains unknown. This research estimates the bearings remaining lifetime through digital signal processing in conjunction with a modified version of Pariss equationa fatigue-failure equation well known in rotating machinery prognostics.
An energy quantity, coined the Power Spectrum Value (PSV), is the maximum amplitude of the frequencies within a relatively small band around the resonant frequency of the system. The current PSV is estimated and updated using a chronologically weighted least squares algorithm. It is this PSV which is implemented in the modified Paris equation to determine the remaining lifetime of the bearing. This research presents a non-intrusive method of determining the lifetime of the bearing so that the bearings utility is maximized and reactive maintenance procedures are minimized.
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