Higher order statistics
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IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society
Applications of power electronics, artificial intelligence, robotics, and nanotechnology in electrification of automotive, military, biomedical, and utility industries.
2013 Australian Communications Theory Workshop (AusCTW)
coded modulation, coding theory and practice, channel characteristics and modeling, detection and estimation, OFDM and DMT processing, ultra-wide band, information theory, iterative decoding, multiuser detection, cross-layer, blind signal separation
Chambers, J.; Stathaki, T. Higher Order Statistics in Signal Processing: Are They of Any Use? IEE Colloquium on , 1995
The conjecture of the paper is that higher order statistics are best used in combination with conventional second order statistics; not in isolation. This is demonstrated by showing some established and new examples where this proposal has been utilised. A conventional, second order, spectral estimator stabilises the statistical performance of higher order spectral estimation techniques. The performance of an adaptation ...
Bourlier, C. Geoscience and Remote Sensing, IEEE Transactions on , 2004
In this paper, the first-order small slope approximation is applied to a rough sea surface with non-Gaussian statistics, for which the third- and the fourth- order statistics are taken into account in the calculation of the radar cross section. From the Cox and Munk slope distribution, the higher order statistic moments are derived, and behaviors of the corresponding correlation functions ...
Yilmaz, F.; Alouini, M.-S. Signal Processing Advances in Wireless Communications (SPAWC), 2012 IEEE 13th International Workshop on , 2012
The exact analysis of the higher-order statistics of the channel capacity (i.e., higher-order ergodic capacity) often leads to complicated expressions involving advanced special functions. In this paper, we provide a generic framework for the computation of the higher-order statistics of the channel capacity over generalized fading channels. As such, this novel framework for the higher-order statistics results in simple, closed-form ...
Harrabi, R.; Sayadi, M.; Fnaiech, F. Industrial Electronics, 2009. IECON '09. 35th Annual Conference of IEEE , 2009
Recent research has shown that image segmentation, has a great importance in many areas and especially in the industrial application, such as robot animation, mobile localization, etc...¶ Also, in medical imaging, it is used for tumor detection and in radar imaging, it is used for target detection. This paper deals with the problem of texture segmentation using higher order statistics. ...
Dae C.Shin; Nikias, C.L. Signal Processing, IEEE Transactions on , 1995
The complex ambiguity function based on second-order statistics (CAF-SOS) has been used to simultaneously estimate the frequency-delay of arrival (FDOA) and time-delay of arrival (TDOA) between two signal measurements; its performance, however, is sensitive to the correlation between two additive noise sources. When the noise sources are assumed to be Gaussian, we develop a new complex ambiguity function based on ...
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Principe, Jose Information Theoretic Learning , 2006
This course examines Information Theory and our efforts to develop an information-theoretic criterion which can be utilized in adaptive filtering and neurocomputing. The main aim of our research is to develop new signal processing techniques by going beyond the basic assumptions of Linearity, Gaussianity and Stationarity. By capturing higher order statistics of data using Information Theory, we solve a variety ...
ICASSP 2011 DOES ASR HAVE A PHD, OR IS IT JUST PILED HIGHER AND DEEPER?
Vlatka Paunovic: Why I am an Engineer
Cafe: Cloud Appliances for Enterprises
2012 IEEE Medal of Honor: John L. Hennessy
Micro-Apps 2013: Alternative Methods and Optimization Techniques for Vector Modulation
Winds of Change: Part 4 - Public Policy
IFEC 2011-International Future Energy Challenge 2011
2011 IEEE Awards Alexander Graham Bell Medal - Arogyaswami J. Paulraj
EDOC 2010 - Dr. Benjamin Grosof Keynote
Larson Collection interview with John V. Atanasoff
Larson Collection interview with Mark Oliphant
No standards are currently tagged "Higher order statistics"
Theory, concepts, and techniques of science and engineering as applied to sensing the earth, oceans, atmosphere, and space; and the processing, interpretation, and dissemination of this information.
The fundamental nature of the communication process; storage, transmission and utilization of information; coding and decoding of digital and analog communication transmissions; study of random interference and information-bearing signals; and the development of information-theoretic techniques in diverse areas, including data communication and recording systems, communication networks, cryptography, detection systems, pattern recognition, learning, and automata.
Rapid dissemination of new results in signal processing world-wide.
The technology of transmission, recording, reproduction, processing, and measurement of speech; other audio-frequency waves and other signals by digital, electronic, electrical, acoustic, mechanical, and optical means; the components and systems to accomplish these and related aims; and the environmental, psychological, and physiological factors of thesetechnologies.
Applications, review, and tutorial papers within the scope of the Systems, Man and Cybernetics Society. Currently, this covers: (1) Integration of the theories of communication, control cybernetics, stochastics, optimization and system structure towards the formulation of a general theory of systems; (2) Development of systems engineering technology including problem definition methods, modeling, and stimulation, methods of systems experimentation, human factors ...