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Global distributed clustering technique for randomly deployed wireless sensor networks 12

Global distributed clustering technique for randomly deploye...

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12th international computer Engineering conference, ICENCO 2016

作者： Abdellatief, Walaa Youness, Osama Abdelkader, Hatem Hadhoud, Mohee Faculty of Computers and Information Menoufia University Egypt

ISBN: (纸本)9781509028634

Wireless sensor network applications are composed of a vast number of inexpensive battery-powered sensors. One of its primary applications is environmental monitoring for physical phenomena in rigid areas such as forests and volcanoes. In such applications, a large number of sensors are randomly scattered by aircraft over the area of monitoring. These applications mainly depend on c1ustering to arrange nodes into groups to facilitate their communication. Previously proposed c1ustering techniques are classified into two types, which are distributed or centralized techniques. Each of these types has advantages as well as some flaws. In this paper, we propose a globally distributed c1ustering technique. This technique depends on some global information about the network to allow each node to decide its role in the produced clusters locally. This information is assumed to be known by default by the BS for any communication or topological control activities. Simulation results show that the proposed technique achieves less power consumption and therefore longer network lifetime when compared with other clustering techniques. © 2016 IEEE.

关键词： Energy utilization

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Simulation-Based Design of Mobile Ad Hoc Network for Tracking and monitoring

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international conference Challenges in Automation, Robotics and Measurement Techniques (Automation)

作者： Bazydlo, Piotr Niewiadomska-Szynkiewicz, Ewa Czerwinski, Kamil Rekawek, Patryk Ind Res Inst Automat & Measurements PIAP Warsaw Poland Warsaw Univ Technol Inst Control & Computat Engn Warsaw Poland Emerson Proc Management Power & Water Solut Warsaw Poland

ISBN: (纸本)9783319293578;9783319293561

This paper addresses issues of the application of computer simulation to design a wireless network for tracking and monitoring purposes. The network is formed by mobile robots carrying sensors. To achieve a common goal it has to automatically adopt to changes in the environment and ensure the permanent connectivity with the central decision unit. The focus is on high coverage of given region of interest and motion trajectory planning avoiding obstacles. Two calculation schemes for computing target positions of robots, i.e., off-line (centralized) and on-line (distributed) are investigated. They employ different optimization algorithms to calculate the positions of robots. Simulators of two types of ad hoc networks for detecting, tracking and monitoring of a heavy gas cloud were implemented based on V-REP and MATLAB tools. The results of presented case studies illustrate the performance of simulation-based approach to ad hoc networks design. Advantages and disadvantages of different computing schemes and selected optimization methods are described and discussed.

关键词： MANET Robot-assisted deployment and monitoring Mobile robotics Global optimization Multiple-start optimization

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A correct by construction approach for modeling and formalizing self-adaptive systems 17

A correct by construction approach for modeling and formaliz...

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17th IEEE/ACIS international conference on Software Engineering, Artificial Intelligence, Networking and Parallel/distributed Computing, SNPD 2016

作者： Hachicha, Marwa Dammak, Emna Halima, Riadh Ben Kacem, Ahmed Hadj ReDCAD Laboratory University of Sfax Tunisia

ISBN: (纸本)9781509022397

Self-adaptive systems adapt their own behavior autonomously in order to control the satisfaction of their requirements under changing environmental conditions. MAPE (Monitor, Analyze, Plan and Execute) control loops have been used as important models for realizing self-adaptation. Adaptive systems are generally more difficult to design, specify and verify due to their high complexity. In this paper, we propose a formal refinement approach that aims first to model self-adaptive systems based on MAPE control loop. Second, our approach aims to formally specify self-adaptive systems at a high level of abstraction using the Event-B method providing correct by construction software. This formal specification provides a way to verify correctness of self-adaptive systems regarding a number of criteria. We provide a software tool (as an Eclipse plug-in) that supports designers in their architectural choices by defining a set of patterns describing the different ways of organizing MAPE loops, such as Master/Slave, coordinated control and hierarchical control. We illustrate our approach within a marine monitoring environment case study for validation purpose. © 2016 IEEE.

关键词： Closed loop control systems

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ICMTEL 2016 - 1st EAI international conference on Multimedia Technology and Enhanced Learning

ICMTEL 2016 - 1st EAI International Conference on Multimedia...

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1st EAI international conference on Multimedia Technology and Enhanced Learning, ICMTEL 2016

ISBN: (纸本)9781631900600

The proceedings contain 44 papers. The topics discussed include: design and implementation of computer room management system in university;design and implementation of computer aided decorative design system;design and implementation of college physical education management system;design and implementation of a dual master computer based intelligent tutoring system;analysis of the relationship between international service trade and economic growth based on VAR model;design and implementation of automatic landing control system for uav based on GPS;application of internet of things management in electric power industry;air strategy and application of PP bi directional air cylinder positioning system;application of particle swarm optimization algorithm in computer neural network;research and system design and implementation of computer forensics based on log;design and implementation of computer room management system in university;design and implementation of network public opinion monitoring and analysis system;design and implementation of computer network vulnerability assessment system;design and implementation of energy saving control and regulation system for metallurgical furnace;design and implementation of financial engineering application system based on supply chain management model;and design and implementation of high precision data acquisition system for offshore engineering seismic exploration based on distributed architecture.

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Prototype Implementation of Actuator Sensor Network for Agricultural Usages 9th

Prototype Implementation of Actuator Sensor Network for Agri...

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9th KES international conference on intelligent Interactive Multimedia Systems and Services (IIMSS)

作者： Wada, Takuya Naito, Katsuhiro Aichi Inst Technol Dept Informat Sci 1247 Yachigusa Toyota Aichi 4700392 Japan

ISBN: (纸本)9783319393452;9783319393445

Information technology (IT) agricultural systems for field observation and environmental control have attracted considerable attention. Recently, various kinds of dedicated devices for IT agricultural systems have been released for large-scale farmers. It is well known that introducing IT agricultural systems can enhance agricultural production. On the contrary, an initial cost of the system is quite expensive even if typical dedicated devices are introduced. Therefore, reducing an initial cost of the system is a big challenge to disseminate the IT agricultural systems among small and medium-sized farmers. This paper proposes a prototype of IT agricultural systems that can measure an environment and can control the environment according to the measured information. To mitigate the initial cost of the system, our prototype uses Arduino compatible boards that are one of well-known micro-computer boards for general purposes. Therefore, it has a flexibility for designing a hardware and a capability of software development on the Arduino integrated development environment. The proposed system consists of sensing and control devices, a gateway device, and a web service. The sensing and control devices have some sensors such as a temperature, humidity, and soil moisture sensors, and a control function of a water sprinkling. The web service provides a user interface to manage the information in the database system. Experimental results show that the developed prototype system can realize a periodic environmental monitoring and environmental control according to the measured information. Additionally, users can observe the environment visually through the web service.

关键词： IT Agriculture systems environmental measurement controlling environment Arduino Sensor networks

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Enhancing the Tactical Data Link Decision Support System 5th

Enhancing the Tactical Data Link Decision Support System

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5th KES international conference on intelligent Decision Technologies (KES-IDT)

作者： Sioutis, Christos Def Sci & Technol Org Edinburgh SA 5111 Australia

ISBN: (纸本)9783319212098;9783319212081

Coordinating a complex array of deployed assets is a difficult task. Defence employs Tactical Data Link (TDL)s to maintain situation awareness and convey the intent of command and control information. Connectivity is achieved using digital radio communication systems that conform to present military TDL standard waveforms. Managing a TDL is inherently complex and typically requires operators (called TDL Network Managers (TDLNMs)) to actively manage these networks. These TDLNMs are trained military personnel and, due to the transient nature of their careers, most are posted within a few years and are often replaced with less experienced operators. Given this fluctuating level of experience, a Decision Support System (DSS) is being considered to assist the operators in maintaining a network. This chapter describes the conceptual design of an agent-based DSS, that could be used to support an operator, who is responsible for monitoring and optimizing a TDL. This includes tasks such as monitoring, troubleshooting and modifying various aspects of the TDL in order to maintain the required levels of connectivity and performance. One of the key tools used to support this role is a computer-based Network Management System (NMS). The proposed DSS could be developed using an Agent Architecture Framework (AAF) and integrated with the DSS based on distributed Object Computing (DOC) technology. This approach minimizes the risk of integration between the NMS and the DSS, whilst allowing flexibility for future integration requirements. Cognitive Work Analysis (CWA) techniques could also be employed to capture and encode the expertise required for the DSS to operate effectively.

关键词： Agent Cognitive work analysis Decision support system distributed object computing Network manager Tactical data link Software oriented architecture

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9th international conference on Internet and distributed Computing Systems, IDCS 2016

9th International Conference on Internet and Distributed Com...

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9th international conference on Internet and distributed Computing Systems, IDCS 2016

ISBN: (纸本)9783319459394

The proceedings contain 48 papers. The special focus in this conference is on Body Sensor Networks and Wearable Devices. The topics include: Continuous gesture recognition based on hidden Markov model;a new modeling method of photoplethysmography signal based on lognormal basis;a neuro-fuzzy system for classifying fatigue degree of wheelchair user;detecting novel class for sensor-based activity recognition using reject rule;monitoring swimming motion using body sensor networks;service model design and application of product design and component procurement for small and medium sized concrete mixer manufacturers based on cloud manufacturing;a novel access control model for cloud computing;agreement in epidemic information dissemination;cloud-based wheelchair assist system for mobility impaired individuals;energy management policies in distributed residential energy systems;a dynamic heuristic application mapping algorithm based on lookup tables;distributed real-time database for the intelligent community;predicting telecommunication customer churn using data mining techniques;self labeling online sequential extreme learning machine;a modified genetic algorithm for agricultural by-products logistics delivery route planning problem;multi-objective optimization of warehouse system based on the genetic algorithm;a constraint programming based method for stockyard management problem;business process reengineering of road passenger transport based on unified modeling language method;design of distributed logistics vehicle monitoring system with high load;logistics vehicle travel preference of interest points based on speed and accessory state;a partition berth allocation scheduler based on resource utilization and load balancing and a high-precise matching algorithm.

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An effective distributed service model for image based combustion quality monitoring and estimation in power station boilers 2nd

An effective distributed service model for image based combu...

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2nd international conference on Communication and computer Engineering, ICOCOE 2015

作者： Sujatha, K. Senthil Kumar, K. Godhavari, T. Ponmagal, R.S. Bhavani, N.P.G. Dr. M.G.R. Educational and Research Institute University ChennaiTamil Nadu India Dr. M.G.R. Educational and Research ChennaiTamil Nadu India

ISBN: (纸本)9783319245829

This research work deals with monitoring of combustion quality in power station Boilers using Service Oriented Architecture which is used to minimize the flue gas emissions at the exit. A model of distributed industrial boilers and integrate it with the Internet through Service Oriented Architectural paradigm is designed. This strategy can be applied to monitor and control the industrial boiler process parameters such as Flame Temperature and Flame intensity. It is proposed to consider the use of service oriented architecture to program and deploy the boiler process parameters. The cost effective technique to develop an intelligent combustion monitoring system is discussed in this paper. A combination of image processing algorithm with Bayesian Classifier is used. The feature extraction was done using Image J and feature reduction was done using Support Vector Machine (SVM). The classification of the flame images based on the features was done using the Bayesian approach whose results are also validated. The combination of the two techniques proved to be beneficial so as to monitor the combustion quality at the furnace level is made possible. Moreover the flue gas emissions are minimized which reduces air pollution. The Service Oriented Architecture is designed to access boiler combustion parameter such as flame intensity as a service and implemented in such a way that for every specific requirement of the monitor/control center, the services of the boilers are invoked through a registry and the specific changes in the combustion parameters are also notified. Different boilers of a power plant can be networked together to monitor different combustion process parameters, and they have been integrated with Internet by registering them as services;hence a complete distributed integration environment is exploited. The aim of this paper is to construct a model of distributed industrial sensors and integrate it with the Internet through Service Oriented Architectural para

关键词： Support vector machines

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An intelligent step to effective E-governance in India through e-learning via social networks 4

An intelligent step to effective E-governance in India throu...

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4th IEEE international conference on MOOCs, Innovation and Technology in Education, MITE 2016

作者： Nagarathna, R. Manoranjani, R. Department of Computer Science and Engineering Thiagarajar College of Engineering Madurai India

ISBN: (纸本)9781509010622

According to an air quality monitoring surveydone by Greenpeace, India has PM2.5 levels, which is arguablyhigher than safety limits. It is essential to impart environmentaleducation to denizens of India. Previous solutions include usageof Mobile Apps to aid in sharing Air Quality Index as a part of E-Governance initiatives. To aid Government in boosting theefficacy of E-Governance service for pollution control andprovide environmental education, we intend to design anintelligent framework that utilizes social networks. In this paper, we have proposed an automated framework for pollution controlE-Governance service which takes the user profiles on socialnetworks and data collected from Internet of Things (IoT) basedair pollution sensors as input. The prototype utilizes Machinelearning algorithm to avoid human intervention and socialnetworks as a platform to aid in outreaching environmentaleducation to large masses of people. © 2016 IEEE.

关键词： Internet of things

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Proceedings of the 2016 international conference and Exposition on Electrical and Power Engineering, EPE 2016

Proceedings of the 2016 International Conference and Exposit...

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9th international conference and Exposition on Electrical and Power Engineering, EPE 2016

ISBN: (纸本)9781509061297

The proceedings contain 177 papers. The topics discussed include: distributed processing of data streams on the edge devices;a neuro-fuzzy algorithm for middle-term load forecasting;temperature intelligent control based on soft computing technology;improving electromanipulation capacity of dielectrophoretic arrays based on variation of interdigitated microelectrode's geometry;LTCC-based ceramic microsystems with integrated fluidic elements and sensors;analysis of new formulations for nano-filled concrete, bituminous coatings and insulation;numerical simulations of the electric parameters of the plate-type electrostatic precipitators supplied with dc voltage;bio-stimulation of Camelina seed by magnetic field;induced fault current simulation of a three phase miniature circuit breaker;numerical simulations of the electromagnetic field shielding performances for reducing the induced faults in the coils of a three-phase miniature circuit breaker;characterization of different types of gliding discharges: electrical parameters and breakdown simulation;aspects concerning the influence of environmental factors in infrared monitoring of electrical equipment;considerations regarding the practical implementation of the heliothermic actuator in the form of flat spiral spring;theoretical and experimental contribution of using special actuators and materials with shape memory;and a novel synchronous reluctance motor with outer rotor for an electric bike.

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