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arXiv 2019年

作者： Wu, Yuchi Wu, Junfeng Huang, Minyi Shi, Ling Department of Electronic and Computer Engineering Hong Kong University of Science and Technology Hong Kong College of Control Science and Engineering Zhejiang University Hangzhou310027 China School of Mathematics and Statistics Carleton University OttawaONK1S 5B6 Canada

We consider uplink power control in wireless communication when massive users compete over the channel resources. In Part I [1], we have formulated massive transmission power control contest in a mean-field game framework. In this part, our goal is to investigate whether the power-domain non-orthogonal multiple access (NOMA) protocol can regulate the non-cooperative channel access behaviors, i.e., steering the competition among the noncooperative users in a direction with improved efficiency and fairness. It is compared with the CDMA protocol, which drives each user to fiercely compete against the population, hence the efficiency of channel usage is sacrificed. The existence and uniqueness of an equilibrium strategy under CDMA and NOMA have already been characterized in Part I. In this paper, we adopt the social welfare of the population as the performance metric, which is defined as the expectation of utility over the distribution of different types of channel users. It is shown that under the corresponding equilibrium strategies, NOMA outperforms CDMA in the social welfare achieved, which is illustrated through simulation with different unit price for power consumption. Moreover, it can be observed from numerical results that NOMA can improve the fairness of the achieved data rates among different users. Copyright © 2019, The Authors. All rights reserved.

关键词： 5G mobile communication systems

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A data-driven voltage control approach for grid-connected wind power plants

A data-driven voltage control approach for grid-connected wi...

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2018 IEEE Industry Applications Society Annual Meeting, IAS 2018

作者： Nasmus Sakib Khan Shabbir, M. Le, Anh Minh Liang, Xiaodong Khan, Nahidul Li, Weixing Memorial University of Newfoundland Department of Electrical and Computer Engineering St John'sNL Canada Newfoundland and Labrador Hydro System Operation and Planning Energy Control Center St John'sNL Canada Harbin Institute of Technology Department of Electrical Engineering Harbin Hilongjiang China

ISBN: (纸本)9781538645369

Due to increasing penetration of wind power plants (WPP), power grids are facing significant power quality challenges. To achieve stable and robust power system operation, reactive power plays a vital role. Reactive power needed to compensate voltage fluctuations at the point of interconnection (POI) of the WPP varies with a short circuit ratio (SCR). The reactive power capability of a WPP is also limited and largely depends on various operating conditions. In a physical system, it is difficult to find the correlation among critical parameters for voltage control. In this paper, a data-driven voltage control approach is proposed for a grid-connected WPP. Two regression models are developed through surface fitting using MATLAB curve fitting toolbox: one model based on simulation data is to determine the required reactive power for grid voltage compensation;another model based on field measurement data is to determine the WPP reactive power characteristics. The reactive power compensation device is capacitors in the study. Two controllers, a central WPP controller and a capacitor controller, are designed, their effectiveness is validated through several case and sensitivity studies. © 2018 IEEE

关键词： Reactive power

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Mean-Field transmission power control in dense networks: Part I - Characterization of the equilibrium strategy

arXiv

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arXiv 2019年

We consider uplink power control in wireless communication when massive users compete over the channel resources. The CDMA protocol, as a supporting technology of 3G networks accommodating signal from different sources over the code domain, represents the orthogonal multiple access techniques. With the development of 5G wireless networks, non-orthogonal multiple access (NOMA) is introduced to improve the efficiency of channel allocation. Our goal is to investigate whether the power-domain NOMA protocol can introduce a natural fair principle when the users interact with each other in a non-cooperative manner. It is compared with the CDMA protocol, where the fierce competition among users jeopardizes the efficiency of channel usage. The whole work is split into two parts. In this paper, (i.e., Part I), we conduct analysis with a mean-field game (MFG) model, and show the existence and uniqueness of an equilibrium strategy. To determine whether NOMA is a more efficient communication protocol for uplink communication, the social welfare comparison is conducted in Part II [1]. Copyright © 2019, The Authors. All rights reserved.

关键词： 5G mobile communication systems

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Evolutionary Games with Different Time Scales of Strategy Updating 29

Evolutionary Games with Different Time Scales of Strategy Up...

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第29届中国控制与决策会议

作者： Jianlei Zhang Yuying Zhu Chunyan Zhang Department of Automation College of Computer and Control EngineeringNankai University Tianjin Key Laboratory of Intelligent Robotics College of Computer and Control EngineeringNankai University

ISBN: (纸本)9781509046584

Variation in learning rates within populations suggests that evolutionary game theory may not necessarily be restricted to uniform time scales associated with the game interaction and strategy adaption evolution. Using agent-based evolutionary simulation in the framework of prisoner's dilemma game, we demonstrate the sustainability of cooperation and the emergence of different macro-effects, when equipping agents with non-uniform time scale preferences. We employ a spatial random regular grid to describe the social interactions among agents. We conclude that the cooperation level has a strong dependence on the population composition, and the suitable fraction of the fast-updating players in the system which is associated with the maximal cooperation frequency has been found out. Besides, the extent of the promotive effect of diversifying time scales is also closely related with the payoff adoption rules in strategy updating,especially when we invent a past history for each agent. Summing up the gained results, a general conclusion can be drawn, saying that the combination of these factors(e.g. time scales and memory) gives rise to rich dynamic behavior of the system.

关键词： Evolutionary Game Theory Complex Networks Evolution Dynamics

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Analysis of Human Olfactory Receptor system using Fractal Dimension

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IOP Conference Series: Materials Science and engineering 2020年第1期804卷

作者： Ranjeet Ku Rout Saiyed Umer Smitarani Pati Harveer Singh Pali Department of Computer Science & Engineering National Institute of Technology Srinagar Hazratbal-190006 J&K India Department of Computer Science & Engineering Aliah University Kolkata India Department of Instrumentation and Control Engineering Dr. B. R. Ambedkar National Institute of Technology Jalandhar Punjab-144011 India Department of Mechanical Engineering National Institute of Technology Srinagar Hazratbal-190006 J&K India

An extensive diverseness of chemicals having discrete odours can be identified by Humans. On the basis of various deviation of development of proposed model on olfactory receptor of Human database has been proposed. There are very large family of ORs sequences for example rat, Human, chimpanzee and mouse etc. In this paper we work up on the Human OR genes, as very few experimental/quantitative works have been done for different species. It is very difficult to identify a DNA sequence whether belongs to a particular family or not, without any valid biological validation. In our viewpoint, an appropriate understanding of these Human olfactory receptor system DNA sequence s is essential to validate, a particular DNA sequence is in a family or not.

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A new image watermarking framework based on levels-directions decomposition in contourlet representation

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Journal of Central South University 2017年第3期24卷 521-532页

作者： M.F.Kazemi M.A.Pourmina A.H.Mazinan Department of Electrical and Computer Engineering Science and Research BranchIslamic Azad University(IAU)TehranIran Department of Control Engineering Faculty of Electrical EngineeringSouth Tehran BranchIslamic Azad University(IAU)TehranIran

With the development of digital information technologies,robust watermarking framework is taken into real consideration as a challenging issue in the area of image processing,due to the large applicabilities and its utilities in a number of academic and real *** are a wide range of solutions to provide image watermarking frameworks,while each one of them is attempted to address an efficient and applicable *** reality,the traditional techniques do not have sufficient merit to realize an accurate *** to the fact that the main idea behind the approach is organized based on contourlet representation,the only state-of-the-art materials that are investigated along with an integration of the aforementioned contourlet representation in line with watermarking framework are concentrated to be able to propose the novel and skilled *** a word,the main process of the proposed robust watermarking framework is organized to deal with both new embedding and de-embedding processes in the area of contourlet transform to generate watermarked image and the corresponding extracted logo image with high *** fact,the motivation of the approach is that the suggested complexity can be of novelty,which consists of the contourlet representation,the embedding and the corresponding de-embedding modules and the performance monitoring including an analysis of the watermarked image as well as the extracted logo *** is also a scrambling module that is working in association with levels-directions decomposition in contourlet embedding mechanism,while a decision maker system is designed to deal with the appropriate number of sub-bands to be embedded in the presence of a series of simulated *** required performance is tangibly considered through an integration of the peak signal-to-noise ratio and the structural similarity indices that are related to watermarked *** the bit error rate and the normal correlation are considered that are

关键词： contourlet based watermarking framework levels-directions decomposition embedding process de-embedding process peak signal-to-noise ratio structural similarity indices normal correlation bit error rate

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Evolutionary Game Dynamics Driven by Setting a Ceiling in Payoffs of Defectors 36

Evolutionary Game Dynamics Driven by Setting a Ceiling in Pa...

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第36届中国控制会议

作者： ZHANG Jianlei ZHU Yuying CHEN Zengqiang CAO Ming Department of Automation College of Computer and Control EngineeringNankai University Tianjin Key Laboratory of Intelligent Robotics College of Computer and Control EngineeringNankai University

ISBN: (纸本)9781538629185

The collective cooperation dilemma,where players are involved in a public goods game and must decide whether to make an individual contribution or not,has gained increasing attention from game theorists and control *** from the traditional definition,defectors here will face the payoff restriction after adopting the strategy of free riding others' ***,we introduce payoff ceilings applied to the gained benefits of the defectors,which leads to an extensive public goods game *** the number of cooperators is lower than the threshold value,the current model can be transferred to the setups of the general public goods *** further increasing the number of cooperators will bring the restricted payoffs for *** results suggest that the payoff ceilings provide us with more insight into the resolution of cooperative ***,together with other parameters(e.g.,the amplification factor and the size of gaming population) of the introduced model,lower values of the payoff ceilings can better facilitate the domination of cooperation strategy at the steady state.

关键词： Evolutionary game theory Replicator dynamics Public goods games

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Optimal Kinematic-based Trajectory Planning and Tracking control of Autonomous Ground Vehicle Using the Variational Approach

Optimal Kinematic-based Trajectory Planning and Tracking Con...

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2018 IEEE Intelligent Vehicles Symposium, IV 2018

作者： Majd, Keyvan Razeghi-Jahromi, Mohammad Homaifar, Abdollah Department of Electrical and Computer Engineering Autonomous Control and Information Technology Institute North Carolina A and T State University GreensboroNC27403 United States Autonomous Control and Information Technology Institute North Carolina A and T State University GreensboroNC27403 United States

ISBN: (纸本)9781538644522

In this paper, a novel kinematic-based optimal trajectory planning formulation for an autonomous vehicle is presented. In this new formulation, the quadratic errors of position, velocity, and acceleration are minimized subject to the rear wheel car-like vehicle nonlinear kinematic model. Minimizing the error of velocity and acceleration in addition to the error of position, allows us to obtain both optimal vehicle trajectory and control law. The Variational approach is used to minimize the cost function. Then, optimal trajectory and control inputs are numerically calculated by solving a set of two-point boundary value (TPBV) nonlinear differential equations. Finally, the proposed method is evaluated in two scenarios of lane changing and multi-curvature road which verify the success of the proposed method in generating an optimal trajectory and control inputs. © 2018 IEEE.

关键词： Errors

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Using the Model of a Functional Rationalizer of Consumer Behavior in Recommendation Systems for Managing the Transport Activity of the Urban Population

Using the Model of a Functional Rationalizer of Consumer Beh...

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International Conference on Soft Computing and Measurements (SCM)

作者： Yaroslav A. Seliverstov Svytoslav A. Seliverstov Nikolay V. Podoprigora Alexey L. Starichenkov Roman S. Naryshkin Laboratory of Intelligent Transport Systems Solomenko Institute of Transport Problems of the Russian Academy of Sciences Institute of Computer Science and Technology Peter the Great St.Petersburg Polytechnic University St. Petersburg Russian Federation Department of Ground Transportation Technological Machines Saint Petersburg State University of Architecture and Civil Engineering St. Petersburg Russian Federation Department of Ship Control Systems Saint Petersburg Electrotechnical University “LETI” St. Petersburg Russian Federation Department of Programming Technology Saint Petersburg State University St. Petersburg Russian Federation

ISBN: (数字)9781728196923

ISBN: (纸本)9781728196930

An overview of existing urban software mobile applications of the transport and economic direction is given. A model of a functional rationalizer of consumer behavior is being built. The software model of the functional rationalizer of consumer behavior (SM FRCB) was developed for the first time. PMFRCB allows the user to expand the number of his preferred needs (occupations, activities) during the daily cycle through intelligent recommendations. Also, SM FRCB allows you to optimize needs (activities, activities) at the cost and rate of their use. The SM FRCB is made in Python_3 using the libraries matplotlib, collections, numpy, pyplot, mplot3d. The analysis of consumer behavior before and after using the functional rationalizer model is carried out. The graphical results of a structural analysis of the costs of old and new consumer behavior, analysis of consumer behavior within the boundaries of the theory of possibilities and the model of transport behavior of a resident before and after applying the functional rationalizer model are presented. The prospects of further improving the SM FRCB are considered.

关键词： Consumer behavior Mobile applications Sociology Statistics Logistics Analytical models Software

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RETRACTED ARTICLE: Irreversibility of hybrid nano-powder within permeable tank with MHD

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Applied Nanoscience 2021年第1期13卷 553-553页

作者： Zhang, Ying-Fang Alawee, Wissam H. Issakhov, Alibek Selim, Mahmoud Mohamed School of Mathematics and Information Science Henan Polytechnic University Jiaozuo China Control and Systems Engineering Department University of Technology Baghdad Iraq Training and Workshops Center University of Technology Baghdad Iraq Department of Mathematical and Computer Modeling Al-Farabi Kazakh National University Almaty Kazakhstan Department of Mathematical and Computer Modeling Kazakh-British Technical University Almaty Kazakhstan Department of Mathematics Al-Aflaj College of Science and Humanities Studies Prince Sattam Bin Abdulaziz University Al-Aflaj Saudi Arabia Department of Mathematics Suez Faculty of Science Suez University Suez Egypt

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