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Books > Computing & IT > Applications of computing > Signal processing
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Digital Signal Processing
(Paperback)
Joao Marques De Carvalho, Edmar Candeai Gurjao, Luciana Ribeiro Veloso
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R1,048
R877
Discovery Miles 8 770
Save R171 (16%)
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The Handbook of Multimodal-Multisensor Interfaces provides the
first authoritative resource on what has become the dominant
paradigm for new computer interfaces: user input involving new
media (speech, multi-touch, hand and body gestures, facial
expressions, writing) embedded in multimodal-multisensor interfaces
that often include biosignals. This edited collection is written by
international experts and pioneers in the field. It provides a
textbook, reference, and technology roadmap for professionals
working in this and related areas. This second volume of the
handbook begins with multimodal signal processing, architectures,
and machine learning. It includes recent deep learning approaches
for processing multisensorial and multimodal user data and
interaction, as well as context-sensitivity. A further highlight is
processing of information about users' states and traits, an
exciting emerging capability in next-generation user interfaces.
These chapters discuss real-time multimodal analysis of emotion and
social signals from various modalities, and perception of affective
expression by users. Further chapters discuss multimodal processing
of cognitive state using behavioral and physiological signals to
detect cognitive load, domain expertise, deception, and depression.
This collection of chapters provides walk-through examples of
system design and processing, information on tools and practical
resources for developing and evaluating new systems, and
terminology and tutorial support for mastering this rapidly
expanding field. In the final section of this volume, experts
exchange views on the timely and controversial challenge topic of
multimodal deep learning. The discussion focuses on how
multimodal-multisensor interfaces are most likely to advance human
performance during the next decade.
Following the successful PCS Auction conducted by the US Federal
Communications Commission in 1994, auctions have replaced
traditional ways of allocating valuable radio spectrum, a key
resource for any mobile telecommunications operator. Spectrum
auctions have raised billions of dollars worldwide and have become
a role model for market-based approaches in the public and private
sectors. The design of spectrum auctions is a central application
of game theory and auction theory due to its importance in industry
and the theoretical challenges it presents. Several auction formats
have been developed with different properties addressing
fundamental questions about efficiently selling multiple objects to
a group of buyers. This comprehensive handbook features classic
papers and new contributions by international experts on all
aspects of spectrum auction design, including pros and cons of
different auctions and lessons learned from theory, experiments,
and the field, providing a valuable resource for regulators,
telecommunications professionals, consultants, and researchers.
Based on time-tested course material, this authoritative text
examines the key topics, advanced mathematical concepts, and novel
analytical tools needed to understand modern communication and
radar systems. It covers computational linear algebra theory, VLSI
systolic algorithms and designs, practical aspects of chaos theory,
and applications in beamforming and array processing, and uses a
variety of CDMA codes, as well as acoustic sensing and beamforming
algorithms to illustrate key concepts. Classical topics such as
spectral analysis are also covered, and each chapter includes a
wealth of homework problems. This is an invaluable text for
graduate students in electrical and computer engineering, and an
essential reference for practitioners in communications and radar
engineering.
This book aims to serve as an introductory text on algebraic coding
theory. The contents are suitable for a final year undergraduate
and beginning graduate course in Electrical Engineering. The
material will give the reader knowledge of coding fundamentals
essential for a deeper understanding of state-of-the-art coding
systems. This book will also serve as a quick reference for
students or practitioners who have not been exposed to the topic,
but need it for specific applications such as cryptography and
communications. The book will cover linear error-correcting block
codes from elementary principles, going through cyclic codes and
then covering some finite field algebra, Goppa codes, algebraic
decoding algorithms and applications in public-key cryptography and
private-key cryptography. Three appendices will cover the Gilbert
bound and some related derivations, a derivation of the Mac
Williamsa identities based on the probability of undetected error,
and the finite field Fourier transform and the Euclidean algorithm
for polynomials."
The approach of this book is research-like because initiates the
readers process of understanding of the science problem in
computing disciplines with a focused practical approach which is
driven through the implementation in source code of the theoretical
concepts. The combination of structured programming techniques with
Graphical User Interfaces and routines employed for data
visualization make also possible the discovery of new concepts,
which are related to the practicality of the science problem being
addressed. Such combination broadens the array of capabilities and
skills acquired by the readers and it is also useful to understand
the issues in the system development counterpart of the computing
project. Combining computing in science settings with system
development broaden the array of knowledge provided through the
lecture. The treatment of the programming details is expansive and
corroborated with explanations of the ANSI C/Visual C++/OpenGL
coding along with pictures of the Graphical User Interfaces at work
with the OpenGL windows for data visualization. Topics: 1.
Whittaker-Shannon interpolation formula 2. k-Space Sampling 3.
Direct and inverse Fourier Transformations 4. SRE-based
interpolation functions 5. Flow charts of the Graphical User
Interface 6. Booth Algorithm for binary multiplication 7. Rotation
translation of 3D volumes 8. Artificial Neural Network for pattern
recognition 9. Graphical User Interfaces 10. Data randomization 11.
Creation of artificial data sets 12. OpenGL connection to Visual
C++ to display three 2D composite views The source code which
allows to build the Computer Science Applications described in the
book is available for download at: http:
//www.sourcecodewebsiteCarloCiulla.com
Partial-update adaptive signal processing algorithms not only
permit significant complexity reduction in adaptive filter
implementations, but can also improve adaptive filter performance
in telecommunications applications. This book gives
state-of-the-art methods for the design and development of
partial-update adaptive signal processing algorithms for use in
systems development.
Partial-Update Adaptive Signal Processing provides a comprehensive
coverage of key partial updating schemes, giving detailed
information on the theory and applications of acoustic and network
echo cancellation, channel equalization and multiuser detection. It
also examines convergence and stability issues for partial update
algorithms, providing detailed complexity analysis and a unifying
treatment of partial-update techniques.
Features:
- Advanced analysis and design tools
- Application examples illustrating the use of partial-update
adaptive signal processing
- MATLAB codes for developed algorithms
This unique reference will be of interest to signal processing and
communications engineers, researchers, R&D engineers and
graduate students.
"This is a very systematic and methodical treatment of an adaptive
signal processing topic, of particular significance in power
limited applications such as in wireless communication systems and
smart ad hoc sensor networks. I am very happy to have this book on
my shelf, not to gather dust, but to be consulted and used in my
own research and teaching activities" - Professor A. G.
Constantinides, Imperial College, London
About the author:
Kutluyil Dogancay is an associate professor of Electrical
Engineering at the University of SouthAustralia. His research
interests span statistical and adaptive signal processing and he
serves as a consultant to defence and private industry. He was the
Signal Processing and Communications Program Chair of IDC
Conference 2007, and is currently chair of the IEEE South Australia
Communications and Signal Processing Chapter.
* Advanced analysis and design tools
* Algorithm summaries in tabular format
* Case studies illustrate the application of partial update
adaptive signal processing
* MATLAB code listings on an accompanying website
Publisher's Note: Products purchased from Third Party sellers are
not guaranteed by the publisher for quality, authenticity, or
access to any online entitlements included with the product. Master
the Signal Processing Concepts and Techniques Needed to Design and
Operate Any Wireless Communications Network Signal Processing for
Wireless Communications offers communications engineers an
application-focused guide to the essential concepts and techniques
of wireless signal processing. This comprehensive reference
examines the role that key algorithms and standard migration paths
play in the design and day-to-day operations of today's
state-of-the-art wireless networks. Written by Dr. Joseph Boccuzzi,
a leading signal processing expert with years of product
development, research, and teaching experience, this on-target
engineering tool takes readers step by step through major wireless
topics...modulation theory...wireless multipath
channel...modulation detection methods...performance improvement
techniques...receiver digital signal processing...3G wideband
CDMA...computer simulation estimation techniques...and 3G and
beyond. Designed to bring engineers up to speed on the latest
breakthroughs in signal processing technology, Signal Processing
for Wireless Communications features: Expert coverage of 3G
wideband CDMA Discussion of the role OFDM will play in future
technologies Complete information on the role of vital signal
processing algorithms within the context of wireless applications
Discussions of advanced signal processing challenges in the mobile
environment Over 500 detailed illustrations Inside This Hands-On
Signal Processing Guide * Wireless Topics * Modulation Theory *
Wireless Multipath Channel * Modulation Detection Techniques *
Performance Improvement Techniques * Receiver Digital Signal
Processing * 3G Wideband CDMA * Computer Simulation Estimation
Techniques * 3G and Beyond
This book gives the fundamental principles and device design
techniques for surface acoustic wave filters. It covers the devices
in widespread use today: bandpass and pulse compression filters,
correlators and non-linear convolvers and resonators. The newest
technologies for low bandpass filters are fully covered such as
unidirectional transducers, resonators in impedance element
filters, resonators in double-mode surface acoustic wave filters
and transverse-coupled resonators using waveguides.
The book covers the theory of acoustic wave physics, the
piezoelectric effect, electrostatics at a surface, effective
permittivity, piezoelectric SAW excitation and reception, and the
SAW element factor. These are the main requirements for developing
quasi-static theory, which gives a basis for the non-reflective
transducers in transversal bandpass filters and interdigital pulse
compression filters. It is also needed for the reflective
transducers used in the newer devices.
* A thorough revision of a classic on surface acoustic wave filters
first published in 1985 and still in print
* Uniquely combines easy -to -understand principles with practical
design techniques for all the devices in widespread use today
* Complete coverage of all the latest devices which are key to
mobile phones, TVs and radar systems
* Includes a new foreword by Sir Eric Albert Ash
With a strong emphasis on solving problems and exploring concepts,
this guidebook delivers an accessible yet comprehensive
introduction to continuous-time and discrete-time signals and
systems. Discusses how to download signals (time series) from the
Web and analyze the data. Includes details on common types of
digital filters, such as moving average and exponential moving
average filters, with applications to filtering data downloaded
from the Web. Addresses signal analysis using the DFT to extract
the dominant cyclic components of a signal. Addresses the issue of
noise, which often arises in engineering, business, finance, and
other fields. For those interested in learning more about signals
and systems.
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