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检索条件"任意字段=International Conference on Computer Distributed Control and Intelligent Environmental Monitoring"

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Clustering based on Self-Organizing Ant Colony Networks with Application to Intrusion Detection

Clustering based on Self-Organizing Ant Colony Networks with...

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international conference on intelligent Systems Design and Applications (ISDA)

作者： Yong Feng Jiang Zhong Chun-xiao Ye Zhong-fu Wu College of Computer Science and Technology Chongqing University Chongqing China

Due to the fact that it is more and more improbable to a system administrator to recognize and manually intervene to stop an attack, there is an increasing recognition that ID systems should have a lot to earn on following its basic principles on the behavior of complex natural systems, namely in what refers to self-organization, allowing for a real distributed and collective perception of this phenomena. A clustering model based on self-organizing ant colony networks (CSOACN) is systematically proposed for intrusion detection system. Instead of using the linear segmentation function of the CSI model, here we propose to use a nonlinear probability conversion function and can help to solve linearly inseparable problems. Using a set of benchmark data from 1998 DARPA, we demonstrate that the efficiency and accuracy of CSOACN

关键词： Intrusion detection Adaptive systems Application software computer networks Access control Immune system Support vector machines Educational institutions computer science computerized monitoring

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Urban Flash Flood monitoring, Mapping and Forecasting via a Tailored Sensor Network System

Urban Flash Flood Monitoring, Mapping and Forecasting via a ...

引用

IEEE international conference on Networking, Sensing and control

作者： Ni-Bin Chang Da-Hai Guo Civil and Environmental Engineering Department University of Central Florida Orlando FL USA School of Electrical Engineering and Computer Science University of Central Florida Orlando FL USA

Heavy convective rainfall often results in flooding in urban regions. The rainfall runoff process, however, is highly complex, nonlinear, and temporally and spatially varying because of the variability of the terrain and climate attributes. An intelligent traffic system covering the emergency response capacity in response to flooding impacts in low-lying area of urban regions is highly desirable to drivers and passengers nowadays. The proposed motes-based sensor network has three major modules, which are water level monitoring module, network video record module, and data processing module. The water level monitoring module sensors water level information and transmits it to a server computer via motes-based wireless network. The network video record module takes and sends video in real-time to the server too. The data processing module linking existing flooding level with NOAA NEXRAD rainfall prediction data enables us to publish online raw data, predict inundation zone, and disseminate video information through different media. Such integration would greatly enhance the disaster management capacity in hurricane events

关键词： Sensor systems intelligent sensors Floods Sensor phenomena and characterization computerized monitoring Data processing Wireless sensor networks Network servers Terrain mapping intelligent systems

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Using Data Confluences in a distributed Network with Social monitoring to Identify Fault Conditions

Using Data Confluences in a Distributed Network with Social ...

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international conference on Emerging Technologies and Factory Automation (ETFA)

作者： Jonathan M. Aitken Tim Clarke Department of Electronics University of York Heslington Yorkshire UK

This paper discusses the potential benefits of socially attentive monitoring in multi-agent systems. A multi-agent system with this feature is shown to detect and identify when an individual within the network fails to operate correctly. The system that has been developed is capable of detecting a range of common faults such as stuck at zero by allowing communication between peers within a software agent network. Further adaption to the model allows an improvement in system response without introduction of specific control design algorithms

关键词： Condition monitoring Fault diagnosis Humans Multiagent systems Software agents Communication system control intelligent agent computer science Artificial intelligence Fault detection

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An Event Service Supporting Autonomic Management of Ubiquitous Systems for e-Health

An Event Service Supporting Autonomic Management of Ubiquito...

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international conference on distributed Computing Systems Workshop

作者： S. Strowes N. Badr S. Heeps E. Lupu M. Sloman Department of Computing Science University of Glasgow Department of Computing Imperial College London

An event system suitable for very simple devices corresponding to a body area network for monitoring patients is presented. Event systems can be used both for self-management of the components as well as indicating alarms relating to patient health state. Traditional event systems emphasise scalability and complex event dissemination for internet based systems, whereas we are considering ubiquitous systems with wireless communication and mobile nodes which may join or leave the system over time intervals of minutes. Issues such as persistent delivery are also important. We describe the design, prototype implementation, and performance characteristics of an event system architecture targeted at this application domain.

关键词： Sliding mode control Patient monitoring Biomedical monitoring Heart computer networks Pervasive computing Prototypes environmental management Quality management Temperature sensors

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Design and Implementation of the intelligent Multi-Agent System Based on Web Services

Design and Implementation of the Intelligent Multi-Agent Sys...

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international conference on Web-Age Information Management Workshops (WAIM)

作者： Minwoo Son Dongil Shin Dongkyoo Shin Department of Computer Science and Engineering Sejong University South Korea South Korea

Automatic controls of multiple user devices along with intelligent web information services become one of the most important enabling technologies for ubiquitous computing. In this paper, we analyze the issues related to multi-agent and the OSGi (Open Service Gateway Initiative) service platform, which include a manual resource discovery, manual service dependency resolution, non-distributed system, etc. Then, we presents the intelligent Multi-Agent System based on the proposed architecture is the most capable at efficiently managing various service bundles. We conclude the implementation results for the intelligent Multi-Agent System.

关键词： intelligent systems Multiagent systems Web services Home automation Middleware Home appliances Ubiquitous computing Communication system control environmental management Java

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MuR : A distributed Preliminary Method For Location Techniques in Sensor Networks

MuR : A Distributed Preliminary Method For Location Techniqu...

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IEEE international conference on Wireless and Mobile Computing, Networking And Communications (WiMob)

作者： C. Saad A. Benslimane J. Konig Department of Computer Science Avignon University LIA/CERI Avignon France Department of Computer Science University of Montpellier LIRMM Montpellier France

Wireless sensor nodes need to know their localizations in many control and monitoring applications such as routing, target tracking, etc... To determine node localization, many techniques have been proposed in the literature. This paper proposes a rule-based method, called MuR (method using rules), that allows to locating nodes with high accuracy. The rules are based on information of located nodes (called anchors). They resolve ambiguity when a node can be located at more than one position. MuR is compatible with existing localization techniques; it can be used as a preliminary step before the execution of one of these techniques. Simulation results show the effectiveness of MuR locating a maximum number of nodes

关键词： intelligent networks Wireless sensor networks computer science Routing Target tracking Humans Global Positioning System Broadcasting Robots monitoring

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Detecting Coverage Boundary Nodes in Wireless Sensor Networks

Detecting Coverage Boundary Nodes in Wireless Sensor Network...

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IEEE international conference on Networking, Sensing and control

作者： Chi Zhang Yanchao Zhang Yuguang Fang Department of Electrical and Computer Engineering University of Florida Gainesville FL USA

The objective of this paper is to provide a distributed protocol that allows individual sensor nodes to identify themselves as being located on the coverage boundary, which is required in a number of functionalities at both the network and application levels. We develop a deterministic method for boundary node detection based on localized Voronoi polygons, the technique originated from the computational geometry. The advantages of our method are: it is a deterministic one that can be applied to any arbitrarily deployed sensor network, it is truly localized, only need one-hop neighbors' information, which guarantees the scalability and energy efficiency of the detection algorithms and it requires only a limited number of simple local computations. We also provide mathematical as well as experimental evidence for the correctness and efficiency of this method

关键词： intelligent networks Wireless sensor networks Sensor phenomena and characterization Computational geometry Energy efficiency computer networks Base stations Analytical models Euclidean distance monitoring

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Data-Logging and Supervisory control in Wireless Sensor Networks

Data-Logging and Supervisory Control in Wireless Sensor Netw...

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ACIS international conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/distributed Computing (SNPD)

作者： A.N. Das F.L. Lewis D.O. Popa Automation & Robotics Research Institute University of Texas Arlington Fort Worth TX USA

Wireless sensor networks (WSN) are increasingly used in a multitude of applications such as environmental and structural health monitoring, and condition-based maintenance. Even though the sensors collect a vast amount of data, only a tiny fraction of this data may be useful. This paper introduces and implements a data-logging & supervisory control architecture to manage the information gathered by the WSN and make decisions based on this information. We present an application module which would be able to effectively manipulate the sensor data and to support a discrete event controller (DEC). The DEC is responsible for generating rule-based tasks in order to address information-centric issues such as data-logging, alarm & event reporting and security. A combined data-logging and supervisory control framework (DSC) is proposed to address data pre-processing challenges such as acquiring and recording signals, online analysis, offline analysis, report generation, and data sharing

关键词： Supervisory control intelligent networks Wireless sensor networks SCADA systems Automatic control Acoustic sensors Robotics and automation Data security Signal analysis Application software

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A multimodal framework for vehicle and traffic flow analysis

A multimodal framework for vehicle and traffic flow analysis

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international conference on intelligent Transportation

作者： J. Ploetner M.M. Trivedi Computer Vision and Robotics Research Laboratory CVRR University of California San Diego La Jolla CA USA

This paper presents an overview of a novel multimodal system being developed at UC San Diego for vehicle detection and traffic flow analysis. A distributed multimodal array (DiMMA) framework is presented for sensory data acquisition, processing, analysis, fusion, and "active" control mechanisms needed to recognize objects, events, and activities which have multi-modal signatures. Current sensing modalities being researched include video, audio, seismic, magnetic, and passive infrared. Feature extraction and data fusion techniques are being investigated to improve robustness and study the advantages and disadvantages of each sensing modality. Preliminary results of this rapidly deployable system are discussed, along with possible future expansions, including laser range scanners, geophones, pneumatic road tubes, and traditional inductive loops

关键词： Vehicle detection Road vehicles monitoring Robustness Sensor arrays Magnetic analysis Traffic control Information security Detectors Cameras

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Recursive Online EM Algorithm for Adaptive Sensor Deployment and Boundary Estimation in Sensor Networks

Recursive Online EM Algorithm for Adaptive Sensor Deployment...

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IEEE international conference on Networking, Sensing and control

作者： Zhen Guo MengChu Zhou Guofei Jiang Department of Electrical and Computer Engineering New Jersey Institute of Technology Newark NJ USA NEC Laboratories of America Inc. Princeton NJ USA

More and more sensor networks are required to monitor and track a large number of objects. Since the topology of mass objects is often dynamic in the real world, their boundary estimation and sensor deployment should be conducted in an adaptive manner. The "current" locations of objects detected by sensors are deemed as new observations into stochastic learning process through recursive distributed EM (expectation-maximization) algorithm. This paper first builds a probabilistic Gaussian mixture model to estimate the mixture distribution of objects locations and then proposes a novel methodology to optimize the sensor deployment and estimate the boundary of objects locations dynamically

关键词： Recursive estimation intelligent networks monitoring Network topology Object detection Resource management Vehicle dynamics Stochastic processes Optimization methods Sensor systems

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