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检索条件"任意字段=20th International Conference on Control Systems and Computer Science, CSCS 2015"

共 1214 条记录，以下是81-90 订阅

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Power Consumption Analysis of Microprocessor Unit Based on Software Realization 20

Power Consumption Analysis of Microprocessor Unit Based on S...

引用

20th international conference on System controls and computer science 2015

作者： Mackowski, Michal Niezabitowski, Michal Silesian Tech Univ Fac Automat Control Elect & Comp Sci 16 Akad St PL-44101 Gliwice Poland

ISBN: (纸本)9781479917808

With the advent of portable and high density microelectronic devices, the minimization of power consumption in CMOS VLSI circuits is becoming a critical concern. An embedded system is a combination of electronic hardware and software and sometimes additional parts designed to perform a dedicated function. In many cases system (microprocessor) must monitor the amount of power it uses and take appropriate steps to save the battery life. there are several methods to save power consumption of microprocessor unit including: clock control, power-sensitive processors, low-voltage and circuit shutdown. the effect of reducing power consumption can be achieved either by hardware or software optimization. this paper presents the software level power consumption analysis of MCU, focusing mainly on instruction and data realization.

关键词： power consumption microprocessor unit program code microcontroller software realization instruction cycle electromagnetic disturbances

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PID control of a Chemical Absorption Process 20

PID Control of a Chemical Absorption Process

引用

20th international conference on System controls and computer science 2015

作者： Unguresan, Mihaela-Ligia Muresan, Vlad Abrudean, Mihail Clitan, Iulia Colosi, Tiberiu Moga, Daniel Tech Univ Cluj Napoca Dept Chem & Phys Cluj Napoca Romania Tech Univ Cluj Napoca Automat Dept Cluj Napoca Romania

ISBN: (纸本)9781479917808

In this paper, a solution for the control of a chemical absorption process of a gas in liquid phase is proposed. the absorption process is treated as a distributed parameter one, its model being expressed using partial differential equations. the parameters of process model are experimentally determined. Also, the control strategy is based on using a modified PID controller with the form adapted to the treated application. the numerical simulation of the control structure is made using the matrix of partial derivatives of the state vector (Mpdx) method associated with Taylor series and approximating analytical solutions. Some interesting simulations are presented in order to highlight both the control system and the numerical simulation performances.

关键词： absorption process distributed parameter process partial differential equation matrix of partial derivatives of the state vector (Mpdx) numerical simulation PID controller

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Polynomial RST control for Blood Pressure Regulation 20

Polynomial RST Control for Blood Pressure Regulation

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20th international conference on System controls and computer science 2015

作者： Sandu, Ciprian Popescu, Dumitru Dimon, Catalin Univ Politehn Bucuresti Fac Automat Control & Comp Automat Control & Syst Engn Bucharest Romania

ISBN: (纸本)9781479917808

this paper proposes polynomial robust RST control for the regulation of the blood pressure in post cardiac surgery patients. Results using Reinforcement Learning is also presented. Clinical applications require simple and effective controllers. this study's focus is to show that polynomial robust RST control is suitable for the blood pressure regulation in post cardiac surgery patients. A realistic and detailed model of a hypertensive patient is used;this model offers a drug response (here we use the model of Slate et al. (1980)), a model for an internal reflex of the body (the baroreceptor reflex) and disturbances. We report simulation results obtained by using polynomial robust RST control, because it ensures the tolerance of the system to the structure disturbances of the model, as well as to the inherent approximations. A result obtained with Reinforcement Learning is also presented.

关键词： blood pressure control reinforcement learning polynomial robust RST control simulation results

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Anomaly Intrusions Detection Based On Support Vector Machines with an Improved Bat Algorithm 20

Anomaly Intrusions Detection Based On Support Vector Machine...

引用

20th international conference on System controls and computer science 2015

作者： Enache, Adriana-Cristina Sgarciu, Valentin Univ Politehn Fac Automat Control & Comp Sci Bucharest Romania

ISBN: (纸本)9781479917808

the continuous proliferation of more complex and various security threats leads to the conclusion that new solutions are required. Intrusion Detection systems can be a pertinent solution because they can deal with the large data volumes of logs gathered from the multitude of systems and can even identify new types of attacks if based on anomaly detection. In this paper we propose an IDS model which includes two stages: feature selection with information gain and detection with Support Vector Machines(SVM). A draw-back of SVM is that its performance results are influenced by its user input parameters. therefore, in order to better the classifier we exploit the advantages of a recent Swarm Intelligence(SI) algorithm, the Bat Algorithm(BA), which we improve by enhancing its randomization with Levy flights. We test our model for the NSL-KDD dataset and prove that it can outperform the original BA, ABC or the popular PSO.

关键词： IDS Bat Algorithm SVM Levy flights

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Comparison of Voting Methods Using Complexity Functions and the Weak theta Asymptotic Notation 20

Comparison of Voting Methods Using Complexity Functions and ...

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20th international conference on System controls and computer science 2015

作者： Mogos, Andrei-Horia Mogos, Bianca Univ Politehn Bucuresti Fac Automat Control & Comp Bucharest Romania Univ Bucharest Fac Math & Comp Sci Bucharest Romania

ISBN: (纸本)9781479917808

Computational social choice represents a new research area that brings together social choice theory and computer science. One of the most important topics in computational social choice is the use of the voting theory as part of the solutions for various problems in computer science. In this paper we propose a formal representation approach for voting methods using complexity functions. Also, using this representation and the Weak theta asymptotic notation, we propose and prove several theorems related to the comparison of seven popular voting methods. the property of a voting method that we study in this paper is the following: a voting method is considered appropriate for a given voting scheme only if the method computes a single winner for that voting scheme;'no winner' or 'more than one winner' are not acceptable results.

关键词： formal representation of voting methods comparison of voting methods complexity functions Weak theta asymptotic notation

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Secure Entropy Gatherer 20

Secure Entropy Gatherer

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20th international conference on System controls and computer science 2015

作者： Mahu, Daniel Dumitrel, Vlad Pop, Florin Univ Politehn Bucuresti Dept Comp Sci Bucharest Romania

ISBN: (纸本)9781479917808

High quality entropy data is a very useful asset for a large variety of applications, including computer security, simulations, and gaming. Not only is it important for this type of data to be indistinguishable from true randomness, it must also be possible to generate it in an efficient and scalable manner. Although entropy for local use can be easily obtained from various hardware sources, it does not always suffice, either in terms of quantity or quality. In this paper we explore the benefits of obtaining entropy using a distributed system. the rate at which entropy data is produced can be improved by generating it in parallel on multiple sites. Additionally, because the bits of entropy come from multiple and possibly heterogeneous sources, the quality of the entropy can also be improved. We propose a centralized, distributed system that is able to generate entropy on multiple sites across the network, and aggregate the generated data locally. We show that the system is secure, and that it offers good performance and high quality entropy.

关键词： Distributed systems Entropy Security Data Gathering Heterogeneous Computing

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Improving Texture Based Classification of Aerial Images by Fractal Features 20

Improving Texture Based Classification of Aerial Images by F...

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20th international conference on System controls and computer science 2015

作者： Popescu, Dan Ichim, Loretta Angelescu, Nicoleta Ionita, Marius Georgian Univ Politehn Bucuresti Fac Automat Control & Comp Bucharest Romania Valahia Univ Targoviste Fac Elect Engn Elect & Informat Technol Targoviste Romania

ISBN: (纸本)9781479917808

In this paper we propose an effective method of aerial image classification, which combines three types of features: color-based, statistical and fractal information. Two distinct phases were necessary for the CBIR system, which includes the classification algorithm: the learning phase and the classification phase. In the learning phase 5 different and efficient features were selected: entropy, contrast, homogeneity, mass fractal dimension and lacunarity. Also, three categories (classes) in CBIR were considered. the method of comparison, based on sub-images, improves the texture-based classification. A set of 100 aerial images from UAV was tested for establishing the rate of classification. the rate of 96% accurate classification, obtained as result, confirms the efficiency of the proposed method.

关键词： content based image retrieval texture analysis fractal analysis feature extractions image classification

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3D Visualization in IT systems Used for Post Stroke Recovery Rehabilitation based on Virtual Reality 20

3D Visualization in IT Systems Used for Post Stroke Recovery...

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20th international conference on System controls and computer science 2015

作者： Voinea, Alexandra Moldoveanu, Alin Moldoveanu, Florica Univ Politehn Bucuresti Doctoral Sch Automat Control & Comp Splaiul Independentei 313 Bucharest Romania Univ Politehn Bucuresti Fac Automat Control & Comp Bucharest Romania

ISBN: (纸本)9781479917808

In the last decade Virtual Reality proved to be an efficient alternative for the traditional rehabilitation method for stroke survivors, which is based mainly on kinesiotherapy. A high number of IT systems that are focusing on post stroke recovery are available at this moment. this paper contains a short description of two solutions available on the market followed by the technical details of a new idea. the solutions are analyzed, looking at their strong points, areas of improvement and common characteristics. the analysis is based not only on the design of the virtual environment and applicability in rehabilitation and is also based on the dependent libraries regarding their usability, scalability and extensibility. the principles behind the methods used for 3D visualization of the virtual reality environments, in neuromotor rehabilitation, can advance in design and implementation for creating effective solutions to help the post stroke survivors in their rehabilitation process.

关键词： Stroke Virtual Reality Neuromotor Rehabilitation

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A Computationally Efficient Non-Cooperative Distributed Model Predictive control Algorithm for Two Agent systems 20

A Computationally Efficient Non-Cooperative Distributed Mode...

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20th international conference on System controls and computer science 2015

作者： Maxim, Anca Lazar, Corneliu Caruntu, Constantin F. Gheorghe Asachi Tech Univ Iasi Dept Automat Control & Appl Informat Iasi Romania

ISBN: (纸本)9781479917808

this paper presents a non -cooperative distributed model predictive control algorithm used in cyber-physical systems for two agent systems coupled through the inputs. Each agent computes the optimal input trajectory for its corresponding subsystem as the minimum of a local optimization problem. the input trajectory of the neighbor, which is used in the local optimization problem, is obtained based on the previous optimal control sequence and is received in a communication session. After that, the optimization problem is solved and the optimal input is sent to the process. this approach is computationally efficient because the communication between the two agents is reduced at minimum (only one session each sampling period) and the optimal input is obtained solving one optimization problem thus diminishing the overall computational time. the algorithm was implemented in Matlab and the obtained performances were compared with a cooperative distributed model predictive control strategy. Both methods were tested in simulation on a quadruple tanks process and the results recommend the noncooperative strategy which has similar results with less computational requirements.

关键词： distributed model predictive control non-cooperative and cooperative games two agents control system

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Overcomplete Dictionary Design: the Impact of the Sparse Representation Algorithm 20

Overcomplete Dictionary Design: the Impact of the Sparse Rep...

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20th international conference on System controls and computer science 2015

作者： Irofti, Paul Dumitrescu, Bogdan Univ Politehn Bucuresti Dept Automat Control & Comp RO-060042 Bucharest Romania

ISBN: (纸本)9781479917808

the design of dictionaries for sparse representations is typically done by iterating two stages: compute sparse representations for the fixed dictionary and update the dictionary using the fixed representations. Most of the innovation in recent work was proposed for the update stage, while the representation stage was routinely done with Orthogonal Matching Pursuit (OMP), due to its low complexity. We investigate here the use of other greedy sparse representation algorithms, more computationally demanding than OMP but still with convenient complexity. these algorithms include a new proposal, the projection-based Orthogonal Least Squares. It turns out that the effect of using better representation algorithms may be more significant than improving the update stage, sometimes even leveling the performance of different update algorithms. the numerous experimental results presented here suggest which are the best combinations of methods and open new ways of designing and using dictionaries for sparse representations.

关键词： sparse representation greedy algorithms dictionary learning

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