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16 kirjaa tekijältä Steven Kay
For practicing engineers and scientists who design and analyze signal processing systems, i.e., to extract information from noisy signals - radar engineer, sonar engineer, geophysicist, oceanographer, biomedical engineer, communications engineer, economist, statistician, physicist, etc. A unified presentation of parameter estimation for those involved in the design and implementation of statistical signal processing algorithms.
The Complete, Modern Guide to Developing Well-Performing Signal Processing Algorithms In Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development, author Steven M. Kay shows how to convert theories of statistical signal processing estimation and detection into software algorithms that can be implemented on digital computers. This final volume of Kay’s three-volume guide builds on the comprehensive theoretical coverage in the first two volumes. Here, Kay helps readers develop strong intuition and expertise in designing well-performing algorithms that solve real-world problems. Kay begins by reviewing methodologies for developing signal processing algorithms, including mathematical modeling, computer simulation, and performance evaluation. He links concepts to practice by presenting useful analytical results and implementations for design, evaluation, and testing. Next, he highlights specific algorithms that have “stood the test of time,” offers realistic examples from several key application areas, and introduces useful extensions. Finally, he guides readers through translating mathematical algorithms into MATLAB® code and verifying solutions. Topics covered include Step-by-step approach to the design of algorithms Comparing and choosing signal and noise models Performance evaluation, metrics, tradeoffs, testing, and documentation Optimal approaches using the “big theorems” Algorithms for estimation, detection, and spectral estimation Complete case studies: Radar Doppler center frequency estimation, magnetic signal detection, and heart rate monitoring Exercises are presented throughout, with full solutions, and executable MATLAB code that implements all the algorithms is available for download. This new volume is invaluable to engineers, scientists, and advanced students in every discipline that relies on signal processing; researchers will especially appreciate its timely overview of the state of the practical art. Volume III complements Dr. Kay’s Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory (Prentice Hall, 1993; ISBN-13: 978-0-13-345711-7), and Volume II: Detection Theory (Prentice Hall, 1998; ISBN-13: 978-0-13-504135-2).
The most comprehensive overview of signal detection available. This is a thorough, up-to-date introduction to optimizing detection algorithms for implementation on digital computers. It focuses extensively on real-world signal processing applications, including state-of-the-art speech and communications technology as well as traditional sonar/radar systems. Start with a quick review of the fundamental issues associated with mathematical detection, as well as the most important probability density functions and their properties. Next, review Gaussian, Chi-Squared, F, Rayleigh, and Rician PDFs, quadratic forms of Gaussian random variables, asymptotic Gaussian PDFs, and Monte Carlo Performance Evaluations. Three chapters introduce the basics of detection based on simple hypothesis testing, including the Neyman-Pearson Theorem, handling irrelevant data, Bayes Risk, multiple hypothesis testing, and both deterministic and random signals. The author then presents exceptionally detailed coverage of composite hypothesis testing to accommodate unknown signal and noise parameters. These chapters will be especially useful for those building detectors that must work with real, physical data. Other topics covered include: Detection in nonGaussian noise, including nonGaussian noise characteristics, known deterministic signals, and deterministic signals with unknown parameters Detection of model changes, including maneuver detection and time-varying PSD detection Complex extensions, vector generalization, and array processing The book makes extensive use of MATLAB, and program listings are included wherever appropriate. Designed for practicing electrical engineers, researchers, and advanced students, it is an ideal complement to Steven M. Kay's Fundamentals of Statistical Signal Processing, Vol. 1: Estimation Theory (ISBN: 0-13-345711-7).
Intuitive Probability and Random Processes using MATLAB®
Steven Kay
Springer-Verlag New York Inc.
2005
sidottu
Intuitive Probability and Random Processes using MATLAB® is an introduction to probability and random processes that merges theory with practice. Based on the author’s belief that only "hands-on" experience with the material can promote intuitive understanding, the approach is to motivate the need for theory using MATLAB examples, followed by theory and analysis, and finally descriptions of "real-world" examples to acquaint the reader with a wide variety of applications. The latter is intended to answer the usual question "Why do we have to study this?" Other salient features are: *heavy reliance on computer simulation for illustration and student exercises *the incorporation of MATLAB programs and code segments *discussion of discrete random variables followed by continuous random variables to minimize confusion *summary sections at the beginning of each chapter *in-line equation explanations *warnings on common errors and pitfalls *over 750 problems designed to help the reader assimilate and extend the concepts Intuitive Probability and Random Processes using MATLAB® is intended for undergraduate and first-year graduate students in engineering. The practicing engineer as well as others having the appropriate mathematical background will also benefit from this book. About the Author Steven M. Kay is a Professor of Electrical Engineering at the University of Rhode Island and a leading expert in signal processing. He has received the Education Award "for outstanding contributions in education and in writing scholarly books and texts..." from the IEEE Signal Processing society and has been listed as among the 250 most cited researchers in the world in engineering.
Intuitive Probability and Random Processes using MATLAB®
Steven Kay
Springer-Verlag New York Inc.
2017
nidottu
Intuitive Probability and Random Processes using MATLAB® is an introduction to probability and random processes that merges theory with practice. Based on the author’s belief that only "hands-on" experience with the material can promote intuitive understanding, the approach is to motivate the need for theory using MATLAB examples, followed by theory and analysis, and finally descriptions of "real-world" examples to acquaint the reader with a wide variety of applications. The latter is intended to answer the usual question "Why do we have to study this?" Other salient features are: *heavy reliance on computer simulation for illustration and student exercises *the incorporation of MATLAB programs and code segments *discussion of discrete random variables followed by continuous random variables to minimize confusion *summary sections at the beginning of each chapter *in-line equation explanations *warnings on common errors and pitfalls *over 750 problems designed to help the reader assimilate and extend the concepts Intuitive Probability and Random Processes using MATLAB® is intended for undergraduate and first-year graduate students in engineering. The practicing engineer as well as others having the appropriate mathematical background will also benefit from this book. About the Author Steven M. Kay is a Professor of Electrical Engineering at the University of Rhode Island and a leading expert in signal processing. He has received the Education Award "for outstanding contributions in education and in writing scholarly books and texts..." from the IEEE Signal Processing society and has been listed as among the 250 most cited researchers in the world in engineering.
A collection of the world's oldest football (soccer) stories. Stories include some first published in 1908 in a book called Twenty Five Football Stories which contained 14 association football and 11 rugby union stories.The collection features an early PG Wodehouse story, The Matador of the Five Towns by Arnold Bennett and four new historical fiction stories inspired by the early history of the game. The stories provide huge insights into the early development of the game and are interesting from a football history perspective, as well as being great little stories.
There are some steamy romantic scenes amidst the romantic drama in this romance novel about Frank Taylor from northern England who meets Karen, becomes enamored and eventually marries. Post-marriage, the two have a son, Mark and take their work, rest and play seriously. Their son grows into manhood, sets off in search of adventure and returns broken hearted; the aging couple set to task to get Mark back on his feet but a bout of bad luck results in their missing grand-daughter for a few years where they watch their son's loss first-hand . . . the story unfolds and shares how the most impervious of items during somber life events often result in the most momentous bouts of courage in the face of obstacles that characters can't see beyond. For Frank and Karen's son it is a blue slate pebble that turns out to be his good luck charm . . . Readers of romance continue to deliver excellent reviews of Mr. Kay's stories . . . join them today _______________About the Author: Steven Kay was born in Lancashire and he grew up in Hambleton close to Morecambe Bay and the Forest of Bowland. His father introduced him to the great outdoors and his mother showed him how to make the most out of his life. His education started in mathematics and at university transitioned to languages. Steven leads a simple life as a health-food enthusiast, he loves to go lake swimming, cycling and camping. He maintains fluency in Dutch and he intends to retire in Austria where the landscape reminds him of Cumbria but without the continual rains. In Austria he communicates fluently with the locals, and meets up with many flying Hollanders, who also appreciate the Low Countries rather than the Alps. Finally, without a car and TV, Steven values love of a bygone era and the peacefulness it allows him to enjoy.
There are some steamy romantic scenes amidst the romantic drama in this romance novel about Frank Taylor from northern England who meets Karen, becomes enamored and eventually marries. Post-marriage, the two have a son, Mark and take their work, rest and play seriously. Their son grows into manhood, sets off in search of adventure and returns broken hearted; the aging couple set to task to get Mark back on his feet but a bout of bad luck results in their missing grand-daughter for a few years where they watch their son's loss first-hand . . . the story unfolds and shares how the most impervious of items during somber life events often result in the most momentous bouts of courage in the face of obstacles that characters can't see beyond. For Frank and Karen's son it is a blue slate pebble that turns out to be his good luck charm . . . Readers of romance continue to deliver excellent reviews of Mr. Kay's stories . . . join them today
Wearing his no-nonsense clothes, the vicar has an interesting presence. The formal attire helps radiate from him his penchant for a great semblance of an orderly dress code. Christianity, with its rules, appears to keep his very active mind in balance. For him, having the power of God in his services as he orders the couple to obey and respect the vows bestowed onto them along with the grace of the Lord and via, he, the vicar himself, gives him his narcissistic satisfaction. Everything is working with synchronicity . . . Nevertheless, as a well-respected pillar of society, the couple, being married by him couldn't ask for a better village elder than that of the Mayor of Buttermere, who also happens to be the vicar of the church where a eulogy of the famous fell walker Alfred Wainwright took place a few decades earlier. The couple after becoming husband and wife kiss. Looking no less than Romeo and Juliet; it is strikingly obvious for those present that the blissful couple are well connected in mind, body, and soul. And, here their story begins . . .
Up on the hills above the town Geoffrey Harland's body lies in the snow with a bullet through his skull. Was it suicide or murder? Intrigue, romance, and the solidarity of a mining community in the bitter Miners' Strike of 1893 provide the backdrop to this story of triumph of the human spirit. It is a unique and genuine collaboration between two authors, with Steven Kay re-working a novel written by Alfred Fletcher in 1895.
Questioning refereeing decisions is part of the matchday experience - a topic for post-match debate - but all too often fans embarrass themselves by not knowing what they are talking about. The common one is "but he got the ball " - even TV pundits, who are supposed to be there to provide expert analysis, often don't understand what Law 12 of the game actually means. This is a book for fans, for amateur players and lovers of the beautiful game. As well as a easy to follow look at the laws of the game, there are insights into how the laws developed, and a humorous take on the state of the modern game.