Time Domain Reflectometry Measurement Principles and Applications
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Moving Average Filters
CHAPTER 15 Moving Average Filters The moving average is the most common filter in DSP, mainly because it is the easiest digital filter to understand and use. In spite of its simplicity, the moving average filter is optimal for a common task: reducing random noise while retaining a sharp step response. This makes it the premier filter for time domain encoded signals. However, the moving average is the worst filter for frequency domain encoded signals, with little ability to separate one band of frequencies from another. Relatives of the moving average filter include the Gaussian, Blackman, and multiple- pass moving average. These have slightly better performance in the frequency domain, at the expense of increased computation time. Implementation by Convolution As the name implies, the moving average filter operates by averaging a number of points from the input signal to produce each point in the output signal. In equation form, this is written: EQUATION 15-1 Equation of the moving average filter. In M &1 this equation, x[ ] is the input signal, y[ ] is ' 1 % y[i] j x [i j ] the output signal, and M is the number of M j'0 points used in the moving average. This equation only uses points on one side of the output sample being calculated. Where x[ ] is the input signal, y[ ] is the output signal, and M is the number of points in the average. For example, in a 5 point moving average filter, point 80 in the output signal is given by: x [80] % x [81] % x [82] % x [83] % x [84] y [80] ' 5 277 278 The Scientist and Engineer's Guide to Digital Signal Processing As an alternative, the group of points from the input signal can be chosen symmetrically around the output point: x[78] % x[79] % x[80] % x[81] % x[82] y[80] ' 5 This corresponds to changing the summation in Eq. -
Power Grid Topology Classification Based on Time Domain Analysis
Power Grid Topology Classification Based on Time Domain Analysis Jia He, Maggie X. Cheng and Mariesa L. Crow, Fellow, IEEE Abstract—Power system monitoring is significantly im- all depend on the correct network topology information. proved with the use of Phasor Measurement Units (PMUs). Topology change, no matter what caused it, must be The availability of PMU data and recent advances in ma- immediately updated. An unattended topology error may chine learning together enable advanced data analysis that lead to cascading power outages and cause large scale is critical for real-time fault detection and diagnosis. This blackout ( [2], [3]). In this paper, we demonstrate that paper focuses on the problem of power line outage. We use a machine learning framework and consider the problem using a machine learning approach and real-time mea- of line outage identification as a classification problem in surement data we can timely and accurately identify the machine learning. The method is data-driven and does outage location. We leverage PMU data and consider not rely on the results of other analysis such as power the task of identifying the location of line outage as flow analysis and solving power system equations. Since it a classification problem. The methods can be applied does not involve using power system parameters to solve in real-time. Although training a classifier can be time- equations, it is applicable even when such parameters are consuming, the prediction of power line status can be unavailable. The proposed method uses only voltage phasor done in real-time. angles obtained from PMUs. -
Advanced Program for SEM 2019 Annual Conference
ANNUAL 2019 CONFERENCE JUNE 3–6, 2019 | RENO, NEVADA USA Conference and Exposition on Experimental and Applied Mechanics EXPANDING THE BOUNDARIES OF MECHANICS Preconference Course(s): June 2, 2019 Conference: June 3–6, 2019 Exposition: June 3–5, 2019 Organized by the Society for Experimental Mechanics, Inc. 7 School Street, Bethel, CT 06801 USA | (203) 790-6373 | www.sem.org CONTENTS Message from the President . 5. Course: Residual Stress 101. 6–7 Springer/Nature Publishing Young Investigator Lecture . 8. William M. Murray Lecture . .9 . Technical Divisions (TD) Committees . 10. Technical Divisions (TD) & Committee Meeting Schedule . 11. 2019 Track and Symposia: . 12–20. 9th International Symposium on the Mechanics of Biological Systems and Materials. 21 5th International Symposium on the Mechanics of Composite and Multifunctional Materials . 22 20th International Symposium on Micro- and Nanomechanics . 23. Michael Sutton International Student Paper Competition. 24 Panel on Junior Career Development in Academia. 24 Panel on Mid-career Professional Development. 25 Let’s Talk Postdoc. 25 Highlights . 26. SEM Executive Board . 27 SEM Gold and Silver Certificate Members. 27 Technical Program. 28–54 Exposition Directory . 56–59. General Information . 60–61. SEM 2019 Annual Hotel Information. 62 2019 SEM Annual is Mobile . 64. 3 4 Message from the President I am excited to welcome We have built an incredibly successful society with a unique and you to the 2019 SEM Annual vibrant character that values friendly and inclusive interactions, Conference and Exposition in promotes collaboration, and supports the development of Reno, Nevada. This conference our early career members, while holding high standards and is truly an opportunity to see advancing the field of mechanics. -
Logistic-Weighted Regression Improves Decoding of Finger Flexion from Electrocorticographic Signals
Logistic-weighted Regression Improves Decoding of Finger Flexion from Electrocorticographic Signals Weixuan Chen*-IEEE Student Member, Xilin Liu-IEEE Student Member, and Brian Litt-IEEE Senior Member Abstract— One of the most interesting applications of brain linear Wiener filter [7–10]. To take into account the computer interfaces (BCIs) is movement prediction. With the physiological, physical, and mechanical constraints that development of invasive recording techniques and decoding affect the flexion of limbs, some studies applied switching algorithms in the past ten years, many single neuron-based and models [11] or Bayesian models [12,13] to the results of electrocorticography (ECoG)-based studies have been able to linear regressions above. Other studies have explored the decode trajectories of limb movements. As the output variables utility of non-linear methods, including neural networks [14– are continuous in these studies, a regression model is commonly 17], multilinear perceptrons [18], and support vector used. However, the decoding of limb movements is not a pure machines [18], but they tend to have difficulty with high regression problem, because the trajectories can be apparently dimensional features and limited training data [13]. classified into a motion state and a resting state, which result in a binary property overlooked by previous studies. In this Nevertheless, the studies of limb movement translation paper, we propose an algorithm called logistic-weighted are in fact not pure regression problems, because the limbs regression to make use of the property, and apply the algorithm are not always under the motion state. Whether it is during an to a BCI system decoding flexion of human fingers from ECoG experiment or in the daily life, the resting state of the limbs is signals. -
Customer Order Form
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The Ghostmodern: Revisionist Haunting in Turn-Of-The-Century American Literature (1887-1910)
THE GHOSTMODERN: REVISIONIST HAUNTING IN TURN-OF-THE-CENTURY AMERICAN LITERATURE (1887-1910) by MATH TRAFTON B.A., University of Colorado, 2003 B.S., University of Colorado, 2003 M.A., University of Colorado, 2005 M.A., University of Colorado, 2008 A dissertation submitted to the Faculty of the Graduate School of the University of Colorado in partial fulfillment of the requirement for the degree of Doctor of Philosophy Department of Comparative Literature 2013 This dissertation titled: The Ghostmodern: Revisionist Haunting in Turn-of-the-Century American Literature (1887-1910) written by Math Trafton has been approved for the Department of Comparative Literature Dr. Karen Jacobs, committee chair Dr. Mark Leiderman Dr. Eric White Dr. Sue Zemka Date The final copy of this thesis has been examined by the signatories, and we Find that both the content and the form meet acceptable presentation standards Of scholarly work in the above mentioned discipline. iii Trafton, Math (Ph.D., Comparative Literature) The Ghostmodern: Revisionist Haunting in Turn-of-the-Century American Literature (1887- 1910) Dissertation directed by Associate Professor Karen Jacobs This project attempts to identify and explain numerous significant transformations in the genre of the literary ghost story in the period roughly contemporary with the earliest emergence of literary Modernism. Through a detailed examination of the literary encounters with invisibility in pivotal American ghost stories from the end of the twentieth century, the project considers the rich literary trope of ghostly haunting according to its capacity to provoke an engagement with marginalized, liminal spaces. In traditional ghost stories, however, as ghosts are ultimately overcome and order is restored, normative structures resume, and such engagements are trivialized. -
STATISTICAL FOURIER ANALYSIS: CLARIFICATIONS and INTERPRETATIONS by DSG Pollock
STATISTICAL FOURIER ANALYSIS: CLARIFICATIONS AND INTERPRETATIONS by D.S.G. Pollock (University of Leicester) Email: stephen [email protected] This paper expounds some of the results of Fourier theory that are es- sential to the statistical analysis of time series. It employs the algebra of circulant matrices to expose the structure of the discrete Fourier transform and to elucidate the filtering operations that may be applied to finite data sequences. An ideal filter with a gain of unity throughout the pass band and a gain of zero throughout the stop band is commonly regarded as incapable of being realised in finite samples. It is shown here that, to the contrary, such a filter can be realised both in the time domain and in the frequency domain. The algebra of circulant matrices is also helpful in revealing the nature of statistical processes that are band limited in the frequency domain. In order to apply the conventional techniques of autoregressive moving-average modelling, the data generated by such processes must be subjected to anti- aliasing filtering and sub sampling. These techniques are also described. It is argued that band-limited processes are more prevalent in statis- tical and econometric time series than is commonly recognised. 1 D.S.G. POLLOCK: Statistical Fourier Analysis 1. Introduction Statistical Fourier analysis is an important part of modern time-series analysis, yet it frequently poses an impediment that prevents a full understanding of temporal stochastic processes and of the manipulations to which their data are amenable. This paper provides a survey of the theory that is not overburdened by inessential complications, and it addresses some enduring misapprehensions. -
Validity of Spatial Covariance Matrices Over Time and Frequency
Validity of Spatial Covariance Matrices over Time and Frequency Ingo Viering'1,Helmu t Hofstette?,W olfgang Utschick 3, ')Forschungszenmm ')Institute for Circuit Theory and Signal Processing ')Siemens AG Telekommunikation Wien Munich University of Technology Lise-Meitner-StraRe 13 Donau-City-StraRe I Arcisstraae 21 89081 Ulm, Germany 1220 Vienna, Austria 80290 Munich, Germany [email protected] [email protected] [email protected] Abstract-A MIMOchaonrl measurement campaign with s moving mo- measurement data in section IV. Finally, section V draws some bile has heen moducted in Vienna. The measund data rill be used to conclusions. investigate covariance matrices with rapst to their dependence on lime and frequency. This document fmra 00 the description ofthe WaIUatiO1I 11. MEASUREMENTSETUP techniqoa which rill be applied to the measurement data in fhe future. The F-eigen-raHo is defined expressing the degradation due to outdated The measurements were done with the MlMO capable wide- covariance maMcer. IUuitntiag the de*& methods, first nsulti based band vector channel sounder RUSK-ATM, manufactured by 00 the mrasored daU are rho- for a simple line4-sight scemlio. MEDAV [I]. The sounder was specifically adapted to operate at a center frequency of 2GHz with an output power of 2 Wan. The transmitted signal is generated in frequency domain to en- 1. INTRODUCTION sure a pre-defined spectrum over 120MHz bandwidth, and ap- proximately a constant envelope over time. In the receiver the All mobile communication systems incorporating multiple input signal is correlated with the transmitted pulse-shape in antennas on one or on both sides of the transmission link the frequency domain resulting in the specific transfer func- strongly depend on the spatial structure of the mobile chan- tions. -
Ultrasonic Velocity Measurement Using Phase-Slope and Cross- Correlation Methods
H84 - NASA Technical Memorandum 83794 Ultrasonic Velocity Measurement Using Phase-Slope and Cross- Correlation Methods David R. Hull, Harold E. Kautz, and Alex Vary Lewis Research Center Cleveland, Ohio Prepared for the 1984 Spring Conference of the American Society for Nondestructive Testing Denver, Colorado, May 21-24, 1984 NASA ULTRASONIC VELOCITY MEASUREMENT USING PHASE SLOPE AND CROSS CORRELATION HE I HODS David R. Hull, Harold E. Kautz, and Alex Vary National Aeronautics and Space Administration Lewis Research Center Cleveland, Ohio 44135 SUMMARY Computer Implemented phase slope and cross-correlation methods are In- troduced for measuring time delays between pairs of broadband ultrasonic pulse-echo signals for determining velocity 1n engineering materials. The phase slope and cross-correlation methods are compared with the overlap method §5 which 1s currently 1n wide use. Comparison of digital versions of the three £J methods shows similar results for most materials having low ultrasonic attenu- uj atlon. However, the cross-correlation method 1s preferred for highly attenua- ting materials. An analytical basis for the cross-correlation method 1s presented. Examples are given for the three methods investigated to measure velocity in representative materials in the megahertz range. INTRODUCTION Ultrasonic velocity measurements are widely used to determine properties and states of materials, tn the case of engineering solids measurements of ultrasonic wave propagation velocities are routinely used to determine elastic constants (refs;. 1 to 5). There has been an Increasing use of ultrasonic velocity measurements for nondestructive characterization of material micro- structures and mechanical properties (refs. 6 to 10). Therefore, 1t 1s Impor- tant to have appropriate practical methods for making velocity measurements on a variety of material samples. -
Advanced Antenna Measurement Techniques Using Time Domain Gating
Advanced Antenna Measurement Techniques using Time Domain Gating Zhong Chen Director, RF Engineering ETS-Lindgren ©2019 ETS-LINDGREN ©2019 ETS-LINDGREN Where do we use TD gating in EMC? TD Gating is a function provided in VNAs: • Antenna measurements • Chamber Qualifications – the new C63.25 TD sVSWR • Cable/Signal integrity measurement • General RF/Microwave loss and reflection measurements • It is a common tool in labs, but rarely fully understood and can be misused. ©2019 ETS-LINDGREN 2 1 Goals of this Presentation • Understand how VNA performs time domain transform and gating. • Understand the nuances of the different parameters, and their effects on time domain gating. • Discuss gating band edge errors, mitigation techniques and limitations of the post-gate renormalization used in a VNA. • Application Example: C63.25 Time Domain site VSWR. ©2019 ETS-LINDGREN 3 Background on Frequency/Time • Time domain data is obtained mathematically from frequency domain. Vector antenna responses in frequency domain can be transformed to time domain. This is a function in commercial Vector Network Analyzers (VNA). • Time Domain and frequency domain are in reciprocal space (via Fourier Transform), transformed from one to the other without any loss of information. They are two ways of viewing the same information. • Bandlimited frequency signals (no DC) is transformed to impulse response in TD. TD step response requires DC, and integration of the impulse response. ©2019 ETS-LINDGREN 2 Two views of the same function https://tex.stackexchange.com/questions /127375/replicate-the-fourier-transform -time-frequency-domains-correspondence Source: wikipedia -illustrati?noredirect=1&lq=1 ©2019 ETS-LINDGREN 5 Do more with time domain gating • Time gating can be thought of as a bandpass filter in time. -
(“Spider-Man”) Cr
PRIVILEGED ATTORNEY-CLIENT COMMUNICATION EXECUTIVE SUMMARY SECOND AMENDED AND RESTATED LICENSE AGREEMENT (“SPIDER-MAN”) CREATIVE ISSUES This memo summarizes certain terms of the Second Amended and Restated License Agreement (“Spider-Man”) between SPE and Marvel, effective September 15, 2011 (the “Agreement”). 1. CHARACTERS AND OTHER CREATIVE ELEMENTS: a. Exclusive to SPE: . The “Spider-Man” character, “Peter Parker” and essentially all existing and future alternate versions, iterations, and alter egos of the “Spider- Man” character. All fictional characters, places structures, businesses, groups, or other entities or elements (collectively, “Creative Elements”) that are listed on the attached Schedule 6. All existing (as of 9/15/11) characters and other Creative Elements that are “Primarily Associated With” Spider-Man but were “Inadvertently Omitted” from Schedule 6. The Agreement contains detailed definitions of these terms, but they basically conform to common-sense meanings. If SPE and Marvel cannot agree as to whether a character or other creative element is Primarily Associated With Spider-Man and/or were Inadvertently Omitted, the matter will be determined by expedited arbitration. All newly created (after 9/15/11) characters and other Creative Elements that first appear in a work that is titled or branded with “Spider-Man” or in which “Spider-Man” is the main protagonist (but not including any team- up work featuring both Spider-Man and another major Marvel character that isn’t part of the Spider-Man Property). The origin story, secret identities, alter egos, powers, costumes, equipment, and other elements of, or associated with, Spider-Man and the other Creative Elements covered above. The story lines of individual Marvel comic books and other works in which Spider-Man or other characters granted to SPE appear, subject to Marvel confirming ownership. -
Wraith: the Arisen
WRAITH: THE ARISEN A BOOK OF RESTLESS SHADES... By: J. Edward Tremlett and Chris Jackson with art by Taz Jurs and Lost Soul Character sheets by MrGone Compiled and edited by Faust91x Date: December 31, 2013 Contents 1 Statement of Intent.8 1.1 From Faust91x..................................... 11 2 LEXICON. 13 2.1 General Terms:.................................... 13 2.2 Old Form:....................................... 16 2.3 Modern Slang:.................................... 16 3 DEAD TO THE WORLD. 18 3.1 GHOSTS........................................ 20 3.1.1 Creation songs................................. 20 3.1.2 Sleeping reason................................ 20 3.1.3 Means of demise................................ 21 3.2 INNER STRUCTURES................................ 23 3.2.1 Shadows.................................... 25 3.3 STATES OF NON-BEING............................... 26 3.3.1 Body is soul.................................. 26 3.3.2 Soul damage.................................. 27 3.3.3 Ossification.................................. 28 3.3.4 Getting Lost.................................. 29 3.3.5 Damnation................................... 30 3.4 OUTER REALITIES.................................. 31 3.4.1 Here and there................................. 31 3.4.2 The Catacombs................................. 32 3.4.3 Dead weather.................................. 34 3.4.4 Shadowlands.................................. 35 3.5 THE FINAL OBSTRUCTION............................. 36 3.5.1 The Great Unknown.............................