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.
2012 Australian Communications Theory Workshop (AusCTW)
- Coded modulation - Coding theory and practice - Communication systems - Channel characteristics and modeling - Detection and estimation - OFDM and DMT processing techniques - Utra-wide band communications - DSP for communications - Information theory and statistics - Iterative decoding algorithms - Multiuser detection - Cross-layer PHY-MAC-NET arrangements - Fourth generation cellular systems - Blind signal separation techniques
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 ...
Radio Science Conference, 2002. (NRSC 2002). Proceedings of the Nineteenth National, 2002
A wideband interference cancellation using adaptive antenna arrays is the objective of this paper. A comparison between the performance of the adaptive interference canceller with least mean square error (AIC-LMS) and the higher order statistics (AIC-HOS), fourth order cumulant based algorithm is presented. The performances of both algorithms are compared through computer simulations. The effects of the number of interference ...
Pieniezny, A.; Kawalec, A.; Fornalik, J. Computational Technologies in Electrical and Electronics Engineering (SIBIRCON), 2010 IEEE Region 8 International Conference on, 2010
The paper presents experiments on the use of higher order statistics in the procedures of identification of radar emitters. Studies aimed at testing "sensitivity" of higher order statistics of selected characteristics of the individual sources of emissions. Attention is focused on methods based on analysis of parameters of single-pulse radar emissions.
Karvonen, J. Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International, 2003
We apply higher-order statistics to filtered Radarsat-1 SAR image data over the Baltic Sea to detect edges and spotlike features.
Moreno, A.; Puntonet, C.G. Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on, 2007
In this paper we perform a practical review on higher-order statistics interpretation. Concretely we focus on an unbiased estimate of the 4th-order time-domain cumulants. Some synthetics involving classical noise processes are characterized using this unbiased estimate, with the goal of checking its performance and to provide the scientific community with another result, dealing with the interpretation of this signal processing ...
Xiao-Ming Zhang; Zhong-zhao Zhang Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on, 2006
A new adaptive estimator for direct sequence spread spectrum (DSSS) signals using fourth-order cumulant based adaptive method is considered. The general higher-order statistics may not be easily applied in signal processing with too complex computation. Based on the fourth-order cumulant with 1D slices and adaptive linear filters, an efficient algorithm is proposed to solve the problem and extended for non-stationary ...
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