Multiple signal classification

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MUltiple SIgnal Classification (MUSIC) is an algorithm used for frequency estimation and emitter location. (Wikipedia.org)






Conferences related to Multiple signal classification

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2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting

The joint meeting is intended to provide an international forum for the exchange of information on state of the art research in the area of antennas and propagation, electromagnetic engineering and radio science


2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

The conference program will consist of plenary lectures, symposia, workshops and invitedsessions of the latest significant findings and developments in all the major fields of biomedical engineering.Submitted papers will be peer reviewed. Accepted high quality papers will be presented in oral and postersessions, will appear in the Conference Proceedings and will be indexed in PubMed/MEDLINE


2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC)

IEEE CCNC 2020 will present the latest developments and technical solutions in the areas of home networking, consumer networking, enabling technologies (such as middleware) and novel applications and services. The conference will include a peer-reviewed program of technical sessions, special sessions, business application sessions, tutorials, and demonstration sessions.


2020 IEEE International Conference on Image Processing (ICIP)

The International Conference on Image Processing (ICIP), sponsored by the IEEE SignalProcessing Society, is the premier forum for the presentation of technological advances andresearch results in the fields of theoretical, experimental, and applied image and videoprocessing. ICIP 2020, the 27th in the series that has been held annually since 1994, bringstogether leading engineers and scientists in image and video processing from around the world.


2020 IEEE International Radar Conference (RADAR)

Everything to do with radar hardware, techniques, processing and systems.

  • 2019 International Radar Conference (RADAR)

    RADAR2019 is in the frame of the international relations set up between the IET, the IEEE, the CIE, the IEAust and the SEE. The conference will focus on new research and developments in the fields: Radar Systems (ground based, airborne, spaceborne), Radar Environment and Phenomenology, Electromagnetic Modeling Radar Component Technologies, Remote Sensing from Airborne or Spaceborne Systems, SAR & ISAR Imagery Waveform design, beamforming and signal processing Emerging, Radar Applications, Smart Visualization and Information processing, System Modeling, Simulation and Validation, Radar Management Techniques Automatic Classification. The conference will take place at Toulon Neptune Palais. Located on the French Riviera, Toulon is an important centre for naval construction and aeronautical equipment,hosting the major naval centre on France's Mediterranean coast, also home of the French Navy aircraft carrier Charles De Gaulle.

  • 2018 International Conference on Radar (RADAR)

    All aspects of radar systems for civil and defence applications.

  • 2017 International Radar Conference (Radar)

    radar environment and phenomenology, radar systems, remote sensing from airborne or spaceborne systems, waveform design, beamforming and signal processing, emerging technologies, advanced sub-systems technologies, computer modelling, simulation and validation, radar management techniques

  • 2016 CIE International Conference on Radar (RADAR)

    The 2016 CIE International Conference on Radar (Radar 2016) will be held in October 10-13 in Guangzhou, China. Radar 2016 is one of the international radar conference series which is held separately in USA, China, UK, Australia and France. It is the 7th International Radar Conference held in China. The conference topics of Radar 2016 will cover all aspects of radar system for civil or defense application.The professional theme of Radar 2016 is “Innovative thinking into the future”. It is our pleasure and honor to invite you to attend Radar 2016 conference. All accepted papers will be published in the conference proceedings We hope to meet you in Guangzhou, China.

  • 2014 International Radar Conference (Radar)

    Radar 2014 cover all aspects of radar systems for civil, security and defence application. Waveform design, beamforming, signal processing, Emerging applications and technologies, sub-systems technologies, Radar environment.

  • 2013 International Conference on Radar

    Radar 2013 cover all aspects of radar systems for civil, security and defence application. Waveform design, beamforming, signal processing, Emerging applications and technologies, sub-systems technologies, Radar environment.

  • 2012 International Radar Conference (Radar)

    Radar Environment/Phenomenology, Radar Systems, Remote Sensing from Airborne/Spaceborne Systems, Waveform Design, Beamforming/Signal Processing, Emerging Applications, Advanced Sub-Systems, Computer Modelling, Simulation/Validation.

  • 2011 IEEE CIE International Conference on Radar (Radar)

    This series of successfully organized international conference on radar shows the very fruitful cooperation between IEEE AESS, IET/UK, SEE/France, EA/Australia CIE/China, and the academy societies of other countries , such as Germany, Russia, Japan, Korea and Poland. Radar 2011 is a forum of radar engineers and scientists from all over the world. The conference topics of Radar 2011 will cover all aspects of radar system for civil and defense applications.

  • 2009 International Radar Conference Radar "Surveillance for a Safer World" (RADAR 2009)

    The conference will focus on new research and developments in the field of radar techniques for both military and civil applications. Topics to be covered at Radar 2009 include: Radar Environment and Phenomenology Radar Systems Remote Sensing from Airborne or Spaceborne Systems Waveform Design, Beamforming and Signal Processing Emerging Radar Applications Emerging Technologies Advanced Sub-Systems Technologies Computer Modeling, Simulation and V

  • 2008 International Conference on Radar (Radar 2008)

    All aspects of radar systems for civil, security and defence applications. Themes include: Radar in the marine environment, Radar systems, Multistatic and netted radars, Radar subsystems, Radar techniques, processing and displays, Modelling and simulation of radar environments, Electronic attack, Electronic protection, Test and Evaluation

  • 2003 IEEE International Radar Conference


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Periodicals related to Multiple signal classification

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Antennas and Propagation, IEEE Transactions on

Experimental and theoretical advances in antennas including design and development, and in the propagation of electromagnetic waves including scattering, diffraction and interaction with continuous media; and applications pertinent to antennas and propagation, such as remote sensing, applied optics, and millimeter and submillimeter wave techniques.


Antennas and Wireless Propagation Letters, IEEE

IEEE Antennas and Wireless Propagation Letters (AWP Letters) will be devoted to the rapid electronic publication of short manuscripts in the technical areas of Antennas and Wireless Propagation.


Audio, Speech, and Language Processing, IEEE Transactions on

Speech analysis, synthesis, coding speech recognition, speaker recognition, language modeling, speech production and perception, speech enhancement. In audio, transducers, room acoustics, active sound control, human audition, analysis/synthesis/coding of music, and consumer audio. (8) (IEEE Guide for Authors) The scope for the proposed transactions includes SPEECH PROCESSING - Transmission and storage of Speech signals; speech coding; speech enhancement and noise reduction; ...


Biomedical Engineering, IEEE Transactions on

Broad coverage of concepts and methods of the physical and engineering sciences applied in biology and medicine, ranging from formalized mathematical theory through experimental science and technological development to practical clinical applications.


Broadcasting, IEEE Transactions on

Broadcast technology, including devices, equipment, techniques, and systems related to broadcast technology, including the production, distribution, transmission, and propagation aspects.


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Most published Xplore authors for Multiple signal classification

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Xplore Articles related to Multiple signal classification

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Modified MUSIC estimation for correlated signals with compressive sampling arrays

Journal of Systems Engineering and Electronics, 2014

This paper addresses the issue of the direction of arrival (DOA) estimation under the compressive sampling (CS) framework. A novel approach, modified multiple signal classification (MMUSIC) based on the CS array (CSA-MMUSIC), is proposed to resolve the DOA estimation of correlated signals and two closely adjacent signals. By using two random CS matrices, a large size array is compressed into ...


Outage Probabilities of Imperfect LCMV Beamforming with Dominant Interferer Cancellation

2007 International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications, 2007

The outage probability performance of a wireless system with linear constrained minimum variance (LCMV) beamforming is investigated in this paper. LCMV beamforming is able to perfectly cancel a number of dominant interferers while other interferers remain. A simplified beamforming model is used to derive closed-form outage probability expressions considering the impact of LCMV beam patterns on various interferers. One important ...


Compact circular boxed slot antenna array devoted to polarimetric direction finding

2014 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), 2014

We present a boxed slotline array devoted to portable direction finding. The structure is presented and the tight links between figures of merit such as radiation efficiency, input reflection coefficient, phase center of the radiation patterns and unit cell area are explicited. We then optimize the design and propose a simulated direction finding scenario for maximum radiation efficiency, which shows ...


A simplified attributed graph grammar for high-level music recognition

Proceedings of 3rd International Conference on Document Analysis and Recognition, 1995

This paper describes a simplified attributed programmed graph grammar to represent and process a-priori knowledge about common music notation. The presented approach serves as a high-level recognition stage and is interlocked to previous low-level recognition phases in our entire optical music recognition system (DOREMIDI++). The implemented grammar rules and control diagrams describe a declarative knowledge base to drive a transformation ...


Design and Implementation of Web-based Course In Music Environment

2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop, 2008

Music was an effective approach to awaken the students' happy emotion and was the key to open the students' heart door. It was helpful for the learner to calm down, relieve the worry and enhance the study efficiency. With this, It was widely applied in all kinds of places. The Web-based course had received people's more and more favors because ...


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Educational Resources on Multiple signal classification

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IEEE-USA E-Books

  • Modified MUSIC estimation for correlated signals with compressive sampling arrays

    This paper addresses the issue of the direction of arrival (DOA) estimation under the compressive sampling (CS) framework. A novel approach, modified multiple signal classification (MMUSIC) based on the CS array (CSA-MMUSIC), is proposed to resolve the DOA estimation of correlated signals and two closely adjacent signals. By using two random CS matrices, a large size array is compressed into a small size array, which effectively reduces the number of the front end circuit. The theoretical analysis demonstrates that the proposed approach has the advantages of low computational complexity and hardware structure compared to other MMUSIC approaches. Simulation results show that CSAM-MUSIC can possess similar angular resolution as MMUSIC.

  • Outage Probabilities of Imperfect LCMV Beamforming with Dominant Interferer Cancellation

    The outage probability performance of a wireless system with linear constrained minimum variance (LCMV) beamforming is investigated in this paper. LCMV beamforming is able to perfectly cancel a number of dominant interferers while other interferers remain. A simplified beamforming model is used to derive closed-form outage probability expressions considering the impact of LCMV beam patterns on various interferers. One important aspect of this paper is the consideration of the directions of arrivals (DOA) of the dominant intcrferers and the exact beam patterns in the outage performance evaluations of LCMV beamforming systems. Another aspect is that bcamform- ing impairments such as DOA estimation errors are considered. Numerical results of the outage probability are presented to illustrate the impact of DOA's of the dominant interferers and the impact of beamforming impairments.

  • Compact circular boxed slot antenna array devoted to polarimetric direction finding

    We present a boxed slotline array devoted to portable direction finding. The structure is presented and the tight links between figures of merit such as radiation efficiency, input reflection coefficient, phase center of the radiation patterns and unit cell area are explicited. We then optimize the design and propose a simulated direction finding scenario for maximum radiation efficiency, which shows reasonably good resolution for the target application.

  • A simplified attributed graph grammar for high-level music recognition

    This paper describes a simplified attributed programmed graph grammar to represent and process a-priori knowledge about common music notation. The presented approach serves as a high-level recognition stage and is interlocked to previous low-level recognition phases in our entire optical music recognition system (DOREMIDI++). The implemented grammar rules and control diagrams describe a declarative knowledge base to drive a transformation algorithm. This transformation converts the results of symbol recognition stages to a symbolic representation of the musical score.

  • Design and Implementation of Web-based Course In Music Environment

    Music was an effective approach to awaken the students' happy emotion and was the key to open the students' heart door. It was helpful for the learner to calm down, relieve the worry and enhance the study efficiency. With this, It was widely applied in all kinds of places. The Web-based course had received people's more and more favors because it provided more study opportunities, the richer the learning resources is and the more flexible learning environment. This paper first proposed the hypothesis of introducing music into Web-based course. Then the research about the feasibility of Web-based course was carried out. Finally, the concrete design and implementation of Web-based course in music environment was described in details. As a result, the proposed method could provide a comfortable learning environment for the online learner, and enable the learners to reach the best effect in study.

  • Detecting Outliers in the Estimator Bank-Based Direction Finding Techniques using the Likelihood Ratio Quality Assessment

    Estimator bank-based direction finding techniques make use of a number of parallel randomly weighted MUSIC direction-of-arrival (DOA) estimates and obtain the final estimate by keeping only the "successful" candidates while sorting out the outlying estimates. In this paper, we develop a powerful approach to detect the outliers in the estimator bank-based direction finders using the likelihood ratio quality assessment. Computer simulations show substantial improvements of the proposed approach as compared to the earlier techniques used to sort out the outliers in the estimator bank-based direction finding methods.

  • Photoplethysmographic signal analysis via beat-to-beat periodicity estimation

    A model for Photoplethysmographic signal description through a Fourier representation with a fundamental and 2 harmonic components is discussed. Accurate method for parameter estimation using the model is also presented. The estimated parameters enable to determine physiologically meaningful features that can be related to heart rate variability, blood pressure variations, etc. Proposed method allows signal feature extraction in a uniformly sampled manner avoiding complicated signal interpolations.

  • A new method for joint DOA and FOA estimation using MUSIC algorithm

    In this paper, a new algorithm with high-resolution is presented estimating simultaneously both the directions of arrival (DOA) and the source frequencies (FOA) based on the MUSIC algorithm. Some asymmetry is introduced to expand the array manifold matrix A (/spl theta/, f) and make possible the joint detection of DOA and FOA using 1D uniform linear-array (ULA). Finally, the simulation results are also introduced to demonstrate the high performance of the algorithm.

  • Moving Picture Creation Based on Physical and Kansei Information of Music

    This paper proposes a novel system to create the moving picture based on music physical parameters and its Kansei factors. The moving picture is created to have equivalent Kansei with the music. The Kansei factors we derived are as follows: rhythmical sensation, mellow sensation, brilliant sensation, and powerful sensation. The system was evaluated by using fireworks picture. As a result, the proposed system can improve the Kansei compared with the reference picture except for the mellow factor.

  • Dual Frequency MIMO Measurements in the 2.26-2.5 GHz Band

    In this paper, we investigate the performance of a dual multiple Input multiple output (MIMO) communication system using the data obtained from an indoor measurement campaign. We focus on the double-directional channel response of each frequency band and the degree of similarity between them. In general, when a frequency division duplex (FDD) system is employed (as for example in UMTS) it is of vital importance to study whether the measurement results from the uplink could be directly extrapolated to the downlink direction (and vice versa). By applying the well known multiple signal classification (MUSIC) algorithm, the angular domain performance of both bands was assessed. The initial results herein are promising enough as the joint spectra seem to be remarkably similar implying that the underlying propagation mechanisms at both bands are also similar.



Standards related to Multiple signal classification

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IEEE Standard for Broadband over Power Line Networks: Medium Access Control and Physical Layer Specifications

The project defines a standard for high-speed (>100 Mbps at the physical layer) communication devices via electric power lines, so-called broadband over power line (BPL) devices. This standard uses transmission frequencies below 100 MHz. It is usable by all classes of BPL devices, including BPL devices used for the first-mile/last-mile connection (<1500 m to the premise) to broadband services as ...



Jobs related to Multiple signal classification

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