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Order-preserving factor discovery from misaligned data

Order-preserving factor discovery from misaligned data

引用

2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010

作者： Puig, Arnau Tibau Wiesel, Ami Zaas, Aimee Ginsburg, Geoffrey S. Fleury, Gilles Hero III, Alfred O. Dpt. of Electrical Engineering University of Michigan United States E3S - SUPELEC Systems Sciences Signal Processing and Electronic Systems Department Supélec France School of Computer Science and Engineering Hebrew University of Jerusalem Israel Institute for Genome Sciences and Policy Duke University United States Division of Infectious Diseases and International Health Dpt. of Medicine Duke University School of Medicine United States

ISBN: (纸本)9781424489770

We present a factor analysis method that accounts for possible temporal misalignment of the factor loadings across the population of samples. Our main hypothesis is that the data contains a subset of variables with similar but delayed profiles obeying a consistent precedence ordering relationship. Our model is motivated by the difficulty of gene expression analysis across subjects who have common patterns of immune response but show different onset times after a uniform innoculation time of a viral pathogen. The proposed method is based on a linear model with additional degrees of freedom that account for each subject's inherent delays. We present an algorithm to fit this model in a totally unsupervised manner and demonstrate its effectiveness on extracting gene expression factors affecting host response using a flu-virus human challenge study dataset. © 2010 IEEE.

关键词： Gene expression

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Analytical modeling and experimental studies of robotic fish turning

Analytical modeling and experimental studies of robotic fish...

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IEEE International Conference on Robotics and Automation (ICRA)

作者： Xiaobo Tan Michael Carpenter John Thon Freddie Alequin-Ramos Smart Microsystems Laboratory Department of Electrical and Computer Engineering Michigan State University East Lansing MI USA Holt Public Schools Holt MI USA

ISBN: (纸本)9781424450381;9781424450404

Turning is one of the most important maneuvers for biological and robotic fish. In our group's prior work, an analytical framework was proposed for modeling the steady turning of fish, given asymmetric, periodic body/tail movement or deformation. However, the approach was not illustrated with simulation or validated with experiments. The contributions of the current paper are three fold. First, an extension to the modeling framework is made with a more rigorous formulation of the force balance equation. Second, we have worked out two examples explicitly, one with an oscillating, rigid tail, and the other with a flexible tail having a uniform curvature, and compared their turning behaviors through numerical results. Third, for model validation purposes, a robotic fish prototype has been developed, with the tail shaft controlled precisely by a servo motor. For a rigid tail, experimental results have confirmed the model prediction that, for the tested range, the steady-state turning radius and turning period decrease with an increasing bias in the tail motion, and that the turning period drops with an increasing tail beat frequency. We have also found that, with a flexible fin attached to the tail shaft, the robot can achieve faster turning with a smaller radius than the case of a rigid fin, and modeling within the same framework is underway to understand this phenomenon.

关键词： Analytical models Robots Marine animals Turning Tail Biological system modeling Shafts Deformable models Equations Prototypes

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Opportunistic strategies for lightweight signal processing for body sensor networks 10

Opportunistic strategies for lightweight signal processing f...

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3rd International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2010

作者： Seto, Edmund Martin, Eladio Yang, Allen Yan, Posu Gravina, Raffaele Lin, Irving Wang, Curtis Roy, Michael Shia, Victor Bajcsy, Ruzena School of Public Health University of California Berkeley CA 94720 United States Electrical Engineering and Computer Sciences University of California Berkeley CA 94720 United States Wireless Sensor Networks Lab Telecom Italia Berkeley CA 94720 United States Department of Electronics Informatics and Systems University of Calabria Rende Italy

ISBN: (纸本)9781450300711

We present a mobile platform for body sensor networking based on a smartphone for lightweight signal processing of sensor mote data. The platform allows for local processing of data at both the sensor mote and smartphone levels, reducing the overhead of data transmission to remote services. We discuss how the smartphone platform not only provides the ability for wearable signal processing, but it allows for opportunistic sensing strategies, in which many of the onboard sensors and capabilities of modern smartphones may be collected and fused with body sensor data to provide environmental and social context. We propose that this can help refine data reduction at the local level. We describe three examples related to health and wellness, to which our system has been *** © 2010 ACM.

关键词： Smartphones

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RMAIS: RFID-based medication Adherence Intelligence System

RMAIS: RFID-based medication Adherence Intelligence System

引用

Annual International Conference of the IEEE engineering in Medicine and Biology Society (EMBC)

作者： Corey McCall Branden Maynes Cliff C. Zou Ning J. Zhang School of Electrical Engineering and computer Science University of Central Florida Orlando FL USA College of Health and Public Affairs University of Central Florida Orlando FL USA

There has been compelling evidence that outpatients, especially those who are elderly or taking multiple complexly scheduled drugs, are not taking their medicines as directed, leading to unnecessary disease progression, complications, functional disabilities, lower quality of life, and even mortality. Existing technologies for monitoring and improving drug adherence are either costly or too complicated for general patients to use. In this paper, we introduce the detailed design and the complete prototype of a marketable Radio-Frequency Identification (RFID)-based Medication Adherence Intelligence System (RMAIS) that can be conveniently used at a residential home by ordinary patients. RMAIS is designed to maintain patients' independence and enable them to take multiple daily medicine dosages of the right amount at the right time. The system is patient-centered and user-friendly by reminding a patient of the prescribed time for medication and dispensing it in a fully automatic and fool-proof way. This is achieved mainly due to its novel design of a motorized rotation platform and the smooth integration of a scale, an RFID reader, and the rotation platform. In addition, this system has an Internet-based notification function that is used to alert the patient when it is time to take medicine as well as report deviations from the prescribed schedule to the primary care physicians or pharmacists.

关键词： Radiofrequency identification Prototypes Microcontrollers Monitoring Senior citizens Internet

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A multi-agent system for detecting adverse drug reactions

A multi-agent system for detecting adverse drug reactions

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2010 Annual North American Fuzzy Information Processing Society Conference, NAFIPS'2010

作者： Mansour, Ayman Ying, Hao Dews, Peter Ji, Yanqing Farber, Margo S. Yen, John Miller, Richard E. Massanari, R. Michael Department of Electrical and Computer Engineering Wayne State University Detroit MI United States Department of Drug Information/Use Policy Detroit Medical Center Detroit MI United States Department of Internal Medicine St John Health Providence Hospital Southfield MI United States Department of Electrical and Computer Engineering Gonzaga University Spokane WA United States School of Information Science and Technology Pennsylvania State University University Park Pennsylvania United States John D. Dingell Veterans Affairs Medical Center Detroit MI United States Critical Junctures Institute Bellingham WA United States

ISBN: (纸本)9781424478576

Discovering unknown adverse drug reactions (ADRs) as early as possible is highly desirable. Current methods largely rely on passive spontaneous reports, which suffer from serious underreporting, latency, and inconsistent reporting. They are not ideal for early identification of ADRs [5]. In this paper, we propose a multi-agent system approach for ADR detection. A multi-agent system is formed by a community of agents that exchange information and proactively help one another to achieve the goals set by the system designer. We show how agents, equipped with decision rules developed by the physicians on the team, can collaborate to detect signal pairs of potential ADRs. Using the popular agent language JADE [8, 10] and clinical information on 1,000 patients treated at the Detroit Veterans Affairs Medical Center, we have constructed a small group of agents and generated preliminary simulated detection results. © 2010 IEEE.

关键词： Multi agent systems

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Customized pulses for UWB applications

Customized pulses for UWB applications

引用

European Conference on Microwave

作者： I. Arnedo I. Arregui M. Chudzik A. Lujambio J. D. Schwartz D. V. Plant J. Azaña T. Lopetegi M. A. G. Laso Department of Electrical & Electronic Engineering Public University of Navarra Pamplona Spain Institut National de la Recherche Scientifique Energie Matériaux et Télécommunications (INRS-EMT) Montreal QUE Canada Department of Electrical & Computer Engineering Photonics Systems Group McGill University Montreal QUE Canada

A new method for generating customized microwave pulses is proposed and demonstrated in this work. The method employs tailored microstrip lines that have been designed using an exact analytical series solution of the synthesis problem derived from the coupled-mode theory. This solution allows the synthesis of waveguides and transmission lines with arbitrary impulse responses limited only by the principles of causality, passivity, and stability. Time-domain measurements are performed demonstrating the generation of two pulses that molds the incoming energy using microstrip circuits and satisfying pre-established ultra-wideband (UWB) mask requirements intended for broadband applications. Moreover, an approach to obtain a significantly more compact solution is included.

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Infrastructure ecology for sustainable and resilient urban infrastructure design

Infrastructure ecology for sustainable and resilient urban i...

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2010 AIChE Annual Meeting, 10AIChE

作者： Jeong, Hyunju Pandit, Arka Crittenden, John C. Xu, Ming Perrings, Charles Wang, Dali Williams, Eric Karady, George Li, Ke Brown, Marilyn Begovic, Miroslav Ariaratnam, Samuel French, Steve Department of Civil and Environmental Engineering Georgia Institute of Technology Atlanta GA United States Brook Byers Institute for Sustainable Systems Georgia Institute of Technology Atlanta GA United States School of Natural Resources and Environment University of Michigan Ann Arbor MI United States School of Life Sciences Arizona State University Tempe AZ United States Environmental Sciences Division Oak Ridge National Laboratory Oak Ridge TN United States School of Sustainable Engineering and the Built Environment Arizona State University Tempe AZ United States School of Sustainability Arizona State University Tempe AZ United States Department of Electrical Engineering Arizona State University Tempe AZ United States Faculty of Engineering University of Georgia Athens GA United States School of Public Policy Georgia Institute of Technology Atlanta GA United States School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA United States School of City and Regional Planning Georgia Institute of Technology Atlanta GA United States Center for Geographic Information Systems Georgia Institute of Technology Atlanta GA United States

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A CMOS QFG ECG amplifier with baseline stabilization

A CMOS QFG ECG amplifier with baseline stabilization

引用

IEEE Latin American Symposium on Circuits and Systems (LASCAS)

作者： Antonio J. Lopez-Martin Jaime Ramirez-Angulo Ramon G. Carvajal Dept. of Electrical and Electronic Eng. Public University of Navarra Pamplona Spain Klipsch School of Electrical and Computer Engineering New Mexico State University Las Cruces NM USA Escuela Superior de Ingenieros University of Seville Sevilla Spain

The suitability of the recently proposed Quasi-Floating Gate (QFG) technique for processing physiological signals, and specially to stabilize baseline wandering in a simple and efficient manner, is addressed. As an example of the usefulness of these techniques in biomedical signal processing, an ECG preamplifier is designed, fabricated in a 0.5μm CMOS process, and tested. Measurement results confirm the validity of this approach.

关键词： Electrocardiography Atmospheric measurements Particle measurements Equivalent circuits MOSFET Interference

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Class AB CMOS tunable transconductor

Class AB CMOS tunable transconductor

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Midwest Symposium on Circuits and Systems (MWSCAS)

作者： Coro García-Alberdi Antonio J. Lopez-Martin Lucia Acosta Lucía Acosta Ramón G. Carvajal Jaime Ramirez-Angulo Dept. of Electrical and Electronic Eng. Public University of Navarra Pamplona Spain Escuela Superior deIngenieros University of Seville Sevilla Spain Escuela Superior de Ingenieros University of Seville Spain Klipsch School of Electrical and Computer Engineering New Mexico State University Las Cruces NM USA New Mexico State University Las Cruces NM US Klipsch School of Electrical and Computer Engineering New Mexico State University Las Cruces USA

A class AB tunable transconductor is presented, featuring low quiescent power consumption. Class AB operation is achieved using quasi-floating gate transistors. Highly linear tuning is obtained using resistive dividers implemented by transistors operating in triode region. Simulation results for a low-cost 0.5μm standard CMOS process are presented, validating the proposed approach.

关键词： Transconductors Voltage Energy consumption Active filters Linearity Band pass filters Low pass filters MOSFETs Resistors Negative feedback

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Compact low-voltage CMOS current-mode multiplier/divider

Compact low-voltage CMOS current-mode multiplier/divider

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IEEE International Symposium on Circuits and Systems (ISCAS)

作者： Antonio J. Lopez-Martin Carlos A. De La Cruz Bias Jaime Ramirez-Angulo Ramon G. Carvajal Dept. of Electrical and Electronic Eng. Public University of Navarra Pamplona Spain Klipsch School of Electrical and Computer Engineering New Mexico State University Las Cruces Las Cruces NM USA Escuela Superior de Ingenieros University of Seville Sevilla Spain

A compact analog multiplier/divider circuit operating in current-mode is presented featuring low supply voltage, low area requirements and wide dynamic range. It is suited to standard digital CMOS processes and can be successfully employed in a wide range of analog signal processing applications. Measurement results for a 0.5 μm CMOS test chip prototype are presented. The circuit consumes 120 μW using a single supply voltage of 1.5 V and requires a silicon area of 150μm × 140μm.

关键词： Voltage Circuit testing MOSFETs Dynamic range Semiconductor device measurement Prototypes Phase detection Detectors CMOS technology Analog computers

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