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Performance analysis of stationary and discrete wavelet transform for action potential detection from sympathetic nerve recordings in humans

Performance analysis of stationary and discrete wavelet tran...

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

作者： Aryan Salmanpour Lyndon J. Brown J. Kevin Shoemaker Department of Electrical and Computer Engineering Neurovascular Research Laboratory University of Western Ontario London ONT Canada Faculty of Electrical and Computer Engineering University of Western Ontario London ONT Canada Neurovascular Research LaboratorySchool of Kinesiology and Faculty of Physiology and Pharmacology University of Western Ontario London ONT Canada

Accurate investigation of the sympathetic nervous system is important in the diagnosis and study of various autonomic and cardiovascular control and disorders. Sympathetic function associated with blood pressure regulation in humans can be evaluated by recording muscle sympathetic nerve activity (MSNA), which is characterised by synchronous neuronal discharges separated by periods of neural silence dominated by colored gaussian noise. In this paper two common methods for detecting filtered action potential in MSNA recordings is compared. These methods are based on stationary wavelet transform (SWT) and discrete wavelet transform (DWT). The performance analysis are evaluated using simulated MSNA using templates extracted from real MSNA recorded from three healthy subjects.

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A wearable, self-calibrating, wireless sensor network for body motion processing

A wearable, self-calibrating, wireless sensor network for bo...

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IEEE International Conference on Robotics and Automation (ICRA)

作者： Kwang Yong Lim Francis Young Koon Goh Wei Dong Kim Doang Nguyen I-Ming Chen Song Huat Yeo Henry Been Lirn Duh Chung Gon Kim Robotics Research Centre School of Mechanical and Aerospace Engineering Nanyang Technological University Singapore Interactive and Digital Media Institute Department of Electrical and Computer Engineering National University of Singapore Singapore The Biomechanics Laboratory National Institute of Education Nanyang Technological University Singapore

A novel self-calibrating sensing technology using miniature linear encoders and inertial/magnetic measurement unit (IMU) provides the accuracy, fast response and robustness required by many body motion processing applications. Our sensor unit consists of an accelerometer, a 3-axis magnetic sensor, 2 gyroscopes and a miniature linear encoder. The fusion of data from the sensors is accomplished by extracting the gravity related term from the accelerometer and consistently calibrating the gyroscopes and linear encoder when the sensor unit is under static conditions. Using the fused sensors, we developed a complete motion processing system that consists of a gateway where the human kinematics modeling is embedded. A time divided multiple access wireless architecture is adopted to synchronize the sensor network at 100 Hz. Experimental results show that the combination of the IMU and linear encoder produces a low RMS error of 3.5deg and correlation coefficient of 99.01%. A video showing the capture a performer's upper body motion is also realized.

关键词： Wireless sensor networks Magnetic sensors Sensor fusion Accelerometers Gyroscopes Magnetic variables measurement Robustness Wearable sensors Data mining Gravity

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How quickly should communication robots respond? 08

How quickly should communication robots respond?

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3rd ACM/IEEE International Conference on Human-Robot Interaction, HRI 2008

作者： Shiwa, Toshiyuki Kanda, Takayuki Imai, Michita Ishiguro, Hiroshi Hagita, Norihiro ATR Intelligent Robotics and Communication Laboratory 2-2-2 Hikaridai Keihanna Science City Kyoto Japan Department of Information and Computer Science Keio University 3-14-1 Hiyoshi Kouhoku-ku Yokohama Kanagawa Japan Faculty of Engineering Osaka University 2-1 Yamadaoka Suita City Osaka Japan

ISBN: (纸本)9781605580173

This paper reports a study about system response time (SRT) in communication robots that utilize human-like social features, such as anthropomorphic appearance and conversation in natural language. Our research purpose established a design guideline for SRT in communication robots. The first experiment observed user preferences toward different SRTs in interaction with a robot. In other existing user interfaces, faster response is usually preferred. In contrast, our experimental result indicated that user preference for SRT in a communication robot is highest at one second, and user preference ratings level off at two seconds. However, a robot cannot always respond in such a short time as one or two seconds. Thus, the important question is "What should a robot do if it cannot respond quickly enough?" The second experiment tested the effectiveness of a conversational filler: behavior to notify listeners that the robot is going to respond. In Japanese "etto" is used to buy time to think and resembles "well..." and "uh..." In English. We used the same strategy in a communication robot to shadow system response time. Our results indicated that using a conversational filler by the robot moderated the user's impression toward a long SRT. Copyright 2008 ACM.

关键词： Fillers

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Using expert systems technology to increase agriculture production and water conservation

Using expert systems technology to increase agriculture prod...

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International Conference on digital Information Management (ICDIM)

作者： Mostafa Mahmoud Mahmoud Rafea Ahmed Rafea Faculty of Computer Science and Engineering Taibah University Madinah Munawwarah Saudi Arabia Central Laboratory for Agricultural Expert Systems Agriculture Research Center Egypt Computer Science Department AUC Egypt

Although there are many developed expert systems in the world, little consideration has been given to the impacts resulting from their use. There is a difference between the developed expert systems in the laboratories for research and demonstration and the expert systems that can be applied in the fields. The applied expert systems must cover the end users requirements and meet some other evaluation criteria. ESs are evaluated both in the laboratory and in the fields. In the laboratory evaluation, there is an evaluation methodology to guarantee that the ES can be used in the field. The field evaluation is achieved by applying field experiments. Those field experiments showed that fields managed by the ES are better than the control fields. In this paper, the evaluation criteria that guarantee the success of ESs deployed in the fields are presented. These evaluation criteria have been applied on three ES applications, namely: CITEX for citrus cultivation, CUPTEX for cucumber cultivation under plastic tunnel, and NEPER for wheat cultivation. Expert systems potentially have several different types or categories of impact relative to the applied domain. The field experiments are used to evaluate the economical and environmental impacts of the ES. The economical impact includes the cost, profit, and yield. The environmental impact includes the effect of using the ES on water and soil conservation, and also on decreasing the amount of pesticides used in the fields.

关键词： Expert systems Agriculture Production systems Water conservation Laboratories Electronic switching systems Environmental economics Plastics Costs Soil

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Multi-modal Task Apportionment in dynamic multi-factor systems

Multi-modal Task Apportionment in dynamic multi-factor syste...

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Chinese Control and Decision Conference, CCDC

作者： Hooman A. Samani C. Fua T. Chai S. S. Ge C. C. Hang Social Robotics Laboratory Interactive Digital Media Institute Department of Electrical and Computer Engineering National University of Singapore Singapore Key Laboratory of Process Industry Automation Ministry of Education and Research Center of Automation Northeastern University China

The problem of task apportionment for dynamic multi-factor systems is categorized in three different scenarios in this paper: admin, crew and factor based. The system is discussed based on the realistic manufacturing environments as an application platform in order to consider the robust Task Apportionment system for such a case but the proposed system can be generalized to any similar system. Both centralized and decentralized systems are considered and task allocation, re-allocation, exchange and execution as layers of task apportionment methods are designed and described in each system. The system may switch between modes according the feedback information of communication capabilities or uses different modes for each part of the platform.

关键词： Switches Resource management Manufacturing systems Manufacturing Dynamic scheduling Servers Robustness

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Pointwise Logic on Completely Distributive Lattices and Approximate Reasoning

Pointwise Logic on Completely Distributive Lattices and Appr...

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International Conference on Fuzzy systems and Knowledge Discovery (FSKD)

作者： Yalin Zheng Guang Yang Jing Zheng Jinsheng Xing State Key Laboratory for Intelligent Technology and Systems Department of Automation Faculty of Information Science and Technology Tsinghua University Beijing China Research Center of Intelligent Information Technology Department of Computer Science and Technology Faculty of Software Dongguan University of Science and Technology Dongguan China Research Center of Dongguan Economy Department of Economy and Commerce Dongguan University of Science and Technology Dongguan China Faculty of Mathematics and Computer Science Shanxi Normal University Linfen China Research Center of System Engineering Faculty of Electronic and Information Engineering Xi'an Jiaotong University Xi'an China

In this paper, we propose the basic framework of point- wise topological logic on completely distributive lattices and explore approximate reasoning in it. The logic of this paper is based on pointwise characterization, therefore the pointwise conception is pervasive. We explore approximate reasoning in abstract logical framework Fl on completely distributive lattice L. We propose the structure of point- wise topological logic F TL , the structure of matching function sigma. and the structure of matching neighborhood group. We investigate approximate reasoning in pointwise topological logic F TL with matching function sigma, develop pointwise topological algorithm of simple approximate reasoning, introduce the essential characteristics of this scheme.

关键词： Lattices Fuzzy logic computer science Knowledge engineering Fuzzy systems Information technology Laboratories Intelligent systems Automation Information science

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A New Case-Based Classifier system Using Rough Formal Concept Analysis

A New Case-Based Classifier System Using Rough Formal Concep...

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International Conference on Convergence Information Technology

作者： Puntip Pattaraintakorn Veera Boonjing Jirapond Tadrat Department of Mathematics and Computer Science Faculty of Science King Mongkut's Institute of Technology Ladkrabang Bangkok Thailand Sof Tware Systems Engineering Laboratory Department of Mathematics and Computer Science King Mongkut's Institute of Technology Ladkrabang Bangkok Thailand

Rough set theory and formal concept analysis were invented by Pawlak and Wille in the 1980s and have been applied successfully in several domains. In this paper, we propose a new case-based classifier system based on an integrated rough set theory and formal concept analysis technique. We focus on the construction of a better knowledge base to produce the classification rules. Our system employs rough set theory to discover reduced cases. We then formulate a knowledge base with hierarchical structure by using formal concept analysis. The result is a concept lattice knowledge base embedded in our case-based classifier. We can generate classification rules from implications and subconcept-superconcept relations inside the obtained concept lattice. An illustrative example and a case study are provided to demonstrate the feasibility and applicability of our system. The advantages of our system are thus a better knowledge base for new problem classification and the flexibility to learn new rules.

关键词： Lattices Set theory Mathematics computer science Problem-solving Information analysis Software systems systems engineering and theory Laboratories Information technology

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Research on rough set theory and applications in China

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Lecture Notes in computer Science

作者： Wang, Guoyin Zhang, Qinghua Huang, Houkuan Ye, Dongyi Hu, Qinghua Hu, Xuegang Shi, Zhongzhi Li, Yongli Shang, Lin An, Liping Sai, Ying Chen, Shanben Liang, Jiye Qin, Keyun Zeng, Huanglin Xie, Keming Miao, Duoqian Min, Fan Wu, Zhaocong Wu, Weizhi Dai, Jianhua Institute of Computer Science and Technology Chongqing University of Posts and Telecommunications Chongqing 400065 China School of Information Science and Technology Southwest Jiaotong University Chengdu 610031 China School of Computer and Information Technology Beijing Jiaotong University Beijing 100044 China College of Math. and Computer Fuzhou University Fuzhou 350002 China Harbin Institute of Technology PO Box 458 Harbin 150006 China School of Computer and Information Hefei University of Technology Hefei 230009 China Institute of Computing Technology Chinese Academy of Sciences Beijing 100080 China Lanzhou University No.222 Tianshui South Rd. Lanzhou 730000 China State Key Laboratory for Novel Software Technology Nanjing University Nanjing 210093 China Management Science and Engineering Department Business School Nankai University Tianjin 300071 China Shandong University of Finance No.40 Shun-geng Road Jinan 250014 China Welding Engineering Institute Shanghai Jiaotong University Shanghai 200030 China School of Computer and Information Technology Shanxi University Taiyuan 030006 China Intelligent Control Development Center Southwest Jiaotong University Chengdu 610031 China Artificial Intelligence of Key Laboratory Sichuan University of Science and Engineering Zigong 643000 China Department of Automation College of Information Engineering Taiyuan University of Technology Taiyuan 030024 China 4800 CaoAn Highway Shanghai 201804 China School of Computer Science and Technology University of Electronic Science and Technology of China Chengdu 610054 China School of Remote Sensing Information Engineering Wuhan University Wuhan 430079 China Institute for Information and System Sciences Faculty of Science Xi'an Jiaotong University Xi'an 710049 China Information College Zhejiang Ocean University Zhejiang 316004 China Institute of Artificial Intelligence Zhejiang University Hangzhou 310027 China

ISBN: (纸本)3540850635

This article gives a capsule view of research on rough set theory and applications ongoing at universities and laboratories in China. Included in this capsule view of rough set research is a brief description of the following things: Chinese research groups on rough set with their URLs for web pages, names of principal researchers (supervisors), numbers of graduate students, and topics being investigated. Statistical summaries showing the growth in the research on rough set theory and application in China are included. In addition, an introduction summarizing the research interests of Chinese researchers is included in this article. The contribution of this article is a complete overview of the principal research directions in rough set theory and its applications in China. © 2008 Springer-Verlag Berlin Heidelberg.

关键词： Rough set theory

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Flagellar swimming for medical micro robots: Theory, experiments and application

Flagellar swimming for medical micro robots: Theory, experim...

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IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob)

作者： Gabor Kosa Peter Jakab Nobuhiko Hata Ferenc Jolesz Zipi Neubach Moshe Shoham Menashe Zaaroor Gabor Szekely Computer Vision Laboratory Department of Information Technology and Electrical Engineering ETH Zurich Switzerland Harvard Medical School Boston MA USA Division of MRI and Image Guided Therapy Program at Department of Radiology Brigham and Women's Hospital Boston MA USA Faculty of Mechanical Engineering Technion-Israel Institute of Technology Haifa Israel Department of Neurosurgery Rambam Medical Center Haifa Israel

Flagellar swimming is one of the swimming methods used by micro-organisms to advance in aquatic environment. The undulating motion of the flagella was successfully imitated to create propulsion for a medical swimming micro robot. The influence of a head section on the performance of such a robot is shown analytically. Swimming experiments demonstrate forward and backward swimming of a novel magnetically driven swimming tail. We intend to use the flagellar swimming tail in a three tail configuration for neurosurgical intervention in the ventricular system.

关键词： Medical robotics Tail Medical diagnostic imaging Propulsion Magnetosphere Neurosurgery Intestines computer vision Laboratories Information technology

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Output feedback control of linear systems with input and output quantization

Output feedback control of linear systems with input and out...

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IEEE Conference on Decision and Control

作者： Daniel Coutinho Minyue Fu Carlos E. de Souza Group of Automation and Control Systems Faculty of Engineering Pontifícia Universidade Católica do Rio Grande do Sul Porto Alegre Brazil School of Electrical Engineering and Computer Science University of Newcastle Callaghan NSW Australia Department of Systems and Control Laboratory Nacional de Computação Científica Petropolis Rio de Janeiro Brazil

ISBN: (纸本)9781424431236

A considerable amount of research has been done on the use of logarithmic quantizers for networked feedback control systems. However, most results are developed for the case of a single quantizer (either measurement or control signal quantization). In this paper, we investigate the case of simultaneous input and output quantization for SISO linear output feedback systems. Firstly, we show that the problem of quadratic stabilization via quantized feedback can be addressed with no conservativeness by means of the sector bound approach. Secondly, we provide a bound on the maximal admissible sector bound via a scaled H ¿ optimization problem.

关键词： Output feedback Linear feedback control systems Control systems Linear systems Quantization Communication system control Feedback control Communication channels digital control Bandwidth

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