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Congestion Control Algorithms for the Internet-A Secondary Publication
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作者 Satoshi Utsumi 《Journal of Electronic Research and Application》 2024年第2期33-48,共16页
In the last five years,there has been a V-shaped recovery in the number of papers on congestion control algorithms on the Internet.In this paper,congestion problems on the Internet are discussed,such as congestion col... In the last five years,there has been a V-shaped recovery in the number of papers on congestion control algorithms on the Internet.In this paper,congestion problems on the Internet are discussed,such as congestion collapse and bufferbloat from the perspective of the necessity of congestion control algorithms.The typical congestion control algorithms are introduced,and the research areas and methods of congestion control algorithms are described.Recent research trends and future prospects of congestion control algorithms are also presented. 展开更多
关键词 TCP Congestion control algorithm CONGESTION INTERNET
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Traffic flow of connected and automated vehicles at lane drop on two-lane highway: An optimization-based control algorithm versus a heuristic rules-based algorithm
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作者 刘华清 姜锐 +1 位作者 田钧方 朱凯旋 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第1期380-391,共12页
This paper investigates traffic flow of connected and automated vehicles at lane drop on two-lane highway. We evaluate and compare performance of an optimization-based control algorithm(OCA) with that of a heuristic r... This paper investigates traffic flow of connected and automated vehicles at lane drop on two-lane highway. We evaluate and compare performance of an optimization-based control algorithm(OCA) with that of a heuristic rules-based algorithm(HRA). In the OCA, the average speed of each vehicle is maximized. In the HRA, virtual vehicle and restriction of the command acceleration caused by the virtual vehicle are introduced. It is found that(i) capacity under the HRA(denoted as C_(H)) is smaller than capacity under the OCA;(ii) the travel delay is always smaller under the OCA, but driving is always much more comfortable under the HRA;(iii) when the inflow rate is smaller than C_(H), the HRA outperforms the OCA with respect to the fuel consumption and the monetary cost;(iv) when the inflow rate is larger than C_(H), the HRA initially performs better with respect to the fuel consumption and the monetary cost, but the OCA would become better after certain time. The spatiotemporal pattern and speed profile of traffic flow are presented, which explains the reason underlying the different performance. The study is expected to help for better understanding of the two different types of algorithm. 展开更多
关键词 traffic flow connected and automated vehicles(CAVs) lane drop optimization-based control algorithm Heuristic rules-based algorithm
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Enhanced Perturb and Observe Control Algorithm for a Standalone Domestic Renewable Energy System
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作者 N.Kanagaraj Obaid Martha Aldosary +1 位作者 M.Ramasamy M.Vijayakumar 《Intelligent Automation & Soft Computing》 SCIE 2023年第8期2291-2306,共16页
The generation of electricity,considering environmental and eco-nomic factors is one of the most important challenges of recent years.In this article,a thermoelectric generator(TEG)is proposed to use the thermal energ... The generation of electricity,considering environmental and eco-nomic factors is one of the most important challenges of recent years.In this article,a thermoelectric generator(TEG)is proposed to use the thermal energy of an electric water heater(EWH)to generate electricity independently.To improve the energy conversion efficiency of the TEG,a fuzzy logic con-troller(FLC)-based perturb&observe(P&O)type maximum power point tracking(MPPT)control algorithm is used in this study.An EWH is one of the major electricity consuming household appliances which causes a higher electricity price for consumers.Also,a significant amount of thermal energy generated by EWH is wasted every day,especially during the winter season.In recent years,TEGs have been widely developed to convert surplus or unused thermal energy into usable electricity.In this context,the proposed model is designed to use the thermal energy stored in the EWH to generate electricity.In addition,the generated electricity can be easily stored in a battery storage system to supply electricity to various household appliances with low-power-consumption.The proposed MPPT control algorithm helps the system to quickly reach the optimal point corresponding to the maximum power output and maintains the system operating point at the maximum power output level.To validate the usefulness of the proposed scheme,a study model was developed in the MATLAB Simulink environment and its performance was investigated by simulation under steady state and transient conditions.The results of the study confirmed that the system is capable of generating adequate power from the available thermal energy of EWH.It was also found that the output power and efficiency of the system can be improved by maintaining a higher temperature difference at the input terminals of the TEG.Moreover,the real-time temperature data of Abha city in Saudi Arabia is considered to analyze the feasibility of the proposed system for practical implementation. 展开更多
关键词 Perturb and observe control algorithm fuzzy logic controller energy conversion efficiency maximum power point tracking thermoelectric generator
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Local Bifurcation Analysis of a Delayed Fractional-order Dynamic Model of Dual Congestion Control Algorithms 被引量:5
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作者 Min Xiao Guoping Jiang +1 位作者 Jinde Cao Weixing Zheng 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2017年第2期361-369,共9页
In this paper, we propose a delayed fractional-order congestion control model which is more accurate than the original integer-order model when depicting the dual congestion control algorithms. The presence of fractio... In this paper, we propose a delayed fractional-order congestion control model which is more accurate than the original integer-order model when depicting the dual congestion control algorithms. The presence of fractional orders requires the use of suitable criteria which usually make the analytical work so harder. Based on the stability theorems on delayed fractionalorder differential equations, we study the issue of the stability and bifurcations for such a model by choosing the communication delay as the bifurcation parameter. By analyzing the associated characteristic equation, some explicit conditions for the local stability of the equilibrium are given for the delayed fractionalorder model of congestion control algorithms. Moreover, the Hopf bifurcation conditions for general delayed fractional-order systems are proposed. The existence of Hopf bifurcations at the equilibrium is established. The critical values of the delay are identified, where the Hopf bifurcations occur and a family of oscillations bifurcate from the equilibrium. Same as the delay,the fractional order normally plays an important role in the dynamics of delayed fractional-order systems. It is found that the critical value of Hopf bifurcations is crucially dependent on the fractional order. Finally, numerical simulations are carried out to illustrate the main results. 展开更多
关键词 Congestion control algorithm fractional-order congestion control algorithm model Hopf bifurcation STABILITY
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Novel TPN control algorithm for exoatmospheric intercept 被引量:13
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作者 Chen Lei Zhang Bing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第6期1290-1295,共6页
A novel control algorithm with fixed pulse thrust, based on true proportional navigation(TPN), is proposed for exoatmospheric intercept.According to the TPN guidance law and pulse thrust characteristics, the principle... A novel control algorithm with fixed pulse thrust, based on true proportional navigation(TPN), is proposed for exoatmospheric intercept.According to the TPN guidance law and pulse thrust characteristics, the principle of control command is presented, the control stability and precision are analyzed.With the help of the TPN guidance law, the algorithm can automatically modulate the turn-on time and duration of the thrust, which could effectively limit the impact of measure noise of the line-of-sight(LOS) angle and rate on the interception miss-distance.At last, the number-theoretic method(NTM) is introduced to acquire the relation between control algorithm and miss-distance, even as it simulates the intercept process with initial state noise.And the reliability of the algorithm is demonstrated with the simulation result. 展开更多
关键词 控制算法 大气层外 拦截 营养 结核分枝杆菌 控制稳定性 比例导引
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APPLICATION OF PREDICTIVE CONTROL ALGORITHM IN SPEED CONTROL SYSTEM 被引量:6
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作者 Chen Jida Zhang Qian Liao Liqing(College of Information Engineering, Central South University of Technology, Changsha, 410083, China) 《Journal of Central South University》 SCIE EI CAS 1995年第2期48-53,共6页
In view of DC speed control system, this paper presents a predictive control algorithm to replace traditional PID control. System predictive model requires little information of the controlled object, and because it... In view of DC speed control system, this paper presents a predictive control algorithm to replace traditional PID control. System predictive model requires little information of the controlled object, and because it adopts rolling optimum method, system 展开更多
关键词 PREDICTIVE control algorithm DIGITAL TRIGGER PID comtrol
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Control Algorithm of Electric Vehicle in Coasting Mode Based on Driving Feeling 被引量:5
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作者 SUN Daxu LAN Fengchong +1 位作者 ZHOU Yunjiao CHEN Jiqing 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第3期479-486,共8页
Coasting in gear is a common driving mode for the conventional vehicle equipped with the internal combustion engine(ICE), and the assistant braking function of ICE is utilized to decelerate the vehicle in this mode. H... Coasting in gear is a common driving mode for the conventional vehicle equipped with the internal combustion engine(ICE), and the assistant braking function of ICE is utilized to decelerate the vehicle in this mode. However, the electric vehicle(EV) does not have this feature in the coasting mode due to the relatively small inertia of the driving motor, so it will cause the driver cannot obtain the similar driving feeling to that of the conventional vehicle, and even a traffic accident may occur if the driver cannot immediately adapt to the changes. In this paper, the coasting control for EV is researched based on the driving feeling. A conventional vehicle equipped with continuously variable transmission(CVT) is taken as the reference vehicle, and the combined simulation model of EV is established based on AVL CRUISE and MATLAB/Simulink. The torque characteristic of the CVT output shaft is measured in coasting mode, and the data are smoothed and fitted to a polynomial curve. For the EV in coasting mode, if the state of charge(SOC) of the battery is below 95%, the polynomial curve is used as the control target for the torque characteristic of the driving motor, otherwise, the required torque is replaced by hydraulic braking torque to keep the same deceleration. The co-simulation of Matlab/Simulink/Stateflow and AVL CRUISE, as well as the hardware-in-loop experiment combined with d SPACE are carried out to verify the effectiveness and the real-time performance of the control algorithm. The results show that the EV with coasting braking control system has similar driving feeling to that of the reference vehicle, meanwhile, the battery SOC can be increased by 0.036% and 0.021% in the initial speed of 100 km/h and 50 km/h, respectively. The proposed control algorithm for EV is beneficial to improve the driving feeling in coasting mode, and it also makes the EV has the assistant braking function. 展开更多
关键词 控制算法 状态流 电动车 滑行 SIMULINK环境 驾驶 驱动电动机 多项式曲线
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Comparison between iterative wavefront control algorithm and direct gradient wavefront control algorithm for adaptive optics system 被引量:1
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作者 程生毅 刘文劲 +3 位作者 陈善球 董理治 杨平 许冰 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第8期391-397,共7页
Among all kinds of wavefront control algorithms in adaptive optics systems, the direct gradient wavefront control algorithm is the most widespread and common method. This control algorithm obtains the actuator voltage... Among all kinds of wavefront control algorithms in adaptive optics systems, the direct gradient wavefront control algorithm is the most widespread and common method. This control algorithm obtains the actuator voltages directly from wavefront slopes through pre-measuring the relational matrix between deformable mirror actuators and Hartmann wavefront sensor with perfect real-time characteristic and stability. However, with increasing the number of sub-apertures in wavefront sensor and deformable mirror actuators of adaptive optics systems, the matrix operation in direct gradient algorithm takes too much time, which becomes a major factor influencing control effect of adaptive optics systems. In this paper we apply an iterative wavefront control algorithm to high-resolution adaptive optics systems, in which the voltages of each actuator are obtained through iteration arithmetic, which gains great advantage in calculation and storage. For AO system with thousands of actuators, the computational complexity estimate is about O(n2) ~ O(n3) in direct gradient wavefront control algorithm, while the computational complexity estimate in iterative wavefront control algorithm is about O(n) ~(O(n)3/2), in which n is the number of actuators of AO system. And the more the numbers of sub-apertures and deformable mirror actuators, the more significant advantage the iterative wavefront control algorithm exhibits. 展开更多
关键词 adaptive optics ITERATIVE WAVEFRONT control algorithm DIRECT GRADIENT WAVEFRONT control algorithm
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Study of improved gray predictive PID control algorithm 被引量:1
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作者 XIE Shou-yong LI Xi-wen +1 位作者 YANG Shu-zi YANG Ming-jin 《重庆邮电大学学报(自然科学版)》 北大核心 2009年第2期189-191,共3页
According to these characteristics of the movement of the special platform servo,a new improved grey predictive PID control algorithm was proposed based on the grey predictive PID,and then the algorithm was simulated ... According to these characteristics of the movement of the special platform servo,a new improved grey predictive PID control algorithm was proposed based on the grey predictive PID,and then the algorithm was simulated by MATLAB.As a result that it can improve the response speed and stability of the system,and meet the demand of the system. 展开更多
关键词 PID控制算法 灰色预测 MATLAB 算法模拟 反应速度 系统 伺服
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Study on LQR control algorithm using superelement model 被引量:2
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作者 徐强 陈健云 +2 位作者 李静 苑晨阳 赵春风 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第9期2429-2442,共14页
The conventional linear quadratic regulator(LQR) control algorithm is one of the most popular active control algorithms.One important issue for LQR control algorithm is the reduction of structure's degrees of free... The conventional linear quadratic regulator(LQR) control algorithm is one of the most popular active control algorithms.One important issue for LQR control algorithm is the reduction of structure's degrees of freedom(DOF). In this work, an LQR control algorithm with superelement model is intended to solve this issue leading to the fact that LQR control algorithm can be used in large finite element(FE) model for structure. In proposed model, the Craig-Bampton(C-B) method, which is one of the component mode syntheses(CMS), is used to establish superelement modeling to reduce structure's DOF and applied to LQR control algorithm to calculate Kalman gain matrix and obtain control forces. And then, the control forces are applied to original structure to simulate the responses of structure by vibration control. And some examples are given. The results show the computational efficiency of proposed model using synthesized models is higher than that of the classical method of LQR control when the DOF of structure is large. And the accuracy of proposed model is well. Meanwhile, the results show that the proposed control has more effects of vibration absorption on the ground structures than underground structures. 展开更多
关键词 LQR控制 控制算法 单元模型 地面结构 振动控制 计算效率 自由度 组件模式
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Improved ON-OFF Semi-active Control Algorithm and Its Performance Simulation Analysis 被引量:1
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作者 黄大山 张进秋 刘义乐 《Journal of Donghua University(English Edition)》 EI CAS 2018年第2期182-192,共11页
To improve the switching time of the control force in standard sky-hook ON-OFF semi-active control algorithm,a stateadjust coefficient was adopted in the improved ON-OFF( ION-OFF)algorithm. In considering of the ridin... To improve the switching time of the control force in standard sky-hook ON-OFF semi-active control algorithm,a stateadjust coefficient was adopted in the improved ON-OFF( ION-OFF)algorithm. In considering of the riding comfort and the handling stability of vehicle, a comprehensive performance assessment criterion on suspension system was established with the utilization of the corresponding passive suspension system. Several simulations and analyses were conducted on improved ON-OFF semi-active suspension system with the comparison of passive suspension system and ON-OFF semi-active suspension system. The simulation results showed that the optimal comprehensive performance of the improved ON-OFF suspension system could be achieved when the state-adjust coefficient equalled 0. 6 as the vehicle running on C level road with the speed of 10 m/s,and the comprehensive performance was better than ON-OFF suspension system. Conclusions could be drawn from the frequency domain analysis that the performance of riding comfort and handling stability were both improved in the low resonance frequency and the mid-frequency range. The fact could be known that the comprehensive performance of the suspension system was associated with the frequency of the riding road and the sprung mass( SM) with the analysis of affecting factors. 展开更多
关键词 SUSPENSION system control algorithm SEMI-ACTIVE sky-hook control ON-OFF control
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A Review of Control Algorithms for Autonomous Quadrotors 被引量:4
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作者 Andrew Zulu Samuel John 《Open Journal of Applied Sciences》 2014年第14期547-556,共10页
The quadrotor unmanned aerial vehicle is a great platform for control systems research as its nonlinear nature and under-actuated configuration make it ideal to synthesize and analyze control algorithms. After a brief... The quadrotor unmanned aerial vehicle is a great platform for control systems research as its nonlinear nature and under-actuated configuration make it ideal to synthesize and analyze control algorithms. After a brief explanation of the system, several algorithms have been analyzed including their advantages and disadvantages: PID, Linear Quadratic Regulator (LQR), Sliding mode, Backstepping, Feedback linearization, Adaptive, Robust, Optimal, L1, H∞, Fuzzy logic and Artificial neutral networks. The conclusion of this work is a proposal of hybrid systems to be considered as they combine advantages from more than one control philosophy. 展开更多
关键词 control algorithmS Quadrotors INTELLIGENT control OPTIMAL control Robust control Adaptive control LINEAR control Nonlinear control
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HUMAN-SIMULATING VEHICLE STEERING CONTROL ALGORITHM 被引量:1
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作者 XU Youchun LI Keqiang +1 位作者 CHANG Ming CHEN Jun 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2006年第2期233-236,共4页
驾驶控制算法的新车辆被介绍。不同于传统的方法做,算法使用 S 字形的功能描述人的 driver'ssteering 策略的原则。基于这功能,驾驶模型的人的模仿车辆,人模仿的驾驶控制(HS ) 算法被设计。以便改进适应性到不同环境,一个参数... 驾驶控制算法的新车辆被介绍。不同于传统的方法做,算法使用 S 字形的功能描述人的 driver'ssteering 策略的原则。基于这功能,驾驶模型的人的模仿车辆,人模仿的驾驶控制(HS ) 算法被设计。以便改进适应性到不同环境,一个参数适应调整算法被介绍。这个算法能在网上修改 HS 实时的关键参数的值。HS 控制器在与控制的计算机视觉系统和计算机装备的车辆上被使用驾驶致动器系统,从驾驶实验的自动车辆的结果证明 HS 算法以不同速度给好性能,甚至以 172 km/h 的最大的速度。 展开更多
关键词 转向控制 人工模拟控制 操纵性能 控制算法
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Simulation research on control algorithm of differential pressure casting process
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作者 Chai Yan Jie Wanqi Yang Bo 《China Foundry》 SCIE CAS 2009年第3期202-207,共6页
To improve the precision of the filling pressure curve of differential pressure casting controlled with PID controller,the model of differential pressure casting process is established and two pressure-difference cont... To improve the precision of the filling pressure curve of differential pressure casting controlled with PID controller,the model of differential pressure casting process is established and two pressure-difference control systems using PID algorithm and Dahlin algorithm are separately designed in MATLAB. The scheduled pressure curves controlled with PID algorithm and Dahlin algorithm,respectively,are comparatively simulated in MATLAB. The simulated pressure curves obtained show that the control precision with Dahlin algorithm is higher than that with PID algorithm in the differential pressure casting process,and it was further verified by production practice. 展开更多
关键词 DIFFERENTIAL PRESSURE CASTING control algorithm PID DAHLIN MATLAB simulation
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Distributed Cooperative Control Algorithm for Multi-UAV Mission Rendezvous 被引量:5
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作者 Liu Guoliang Xing Dongjing +2 位作者 Hou Jianyong Jin Guting Zhen Ziyang 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2017年第6期617-626,共10页
Multiple unmanned aerial vehicles(UAVs)cooperative operation is the main form for UAVs fighting in battlefield,and multi-UAV mission rendezvous is the premise of cooperative reconnaissance and attack missions.We propo... Multiple unmanned aerial vehicles(UAVs)cooperative operation is the main form for UAVs fighting in battlefield,and multi-UAV mission rendezvous is the premise of cooperative reconnaissance and attack missions.We propose a rendezvous control strategy,which divides the rendezvous process into two parts:The loose formation rendezvous and the close formation rendezvous.In the first stage,UAVs are supposed to reach the specific target locations simultaneously and form a loose formation.A distributed control strategy based on first-order consensus algorithm is presented to achieve this goal.Then the second stage is designed based on the second-order consensus algorithm to complete the transition from the loose formation to the close formation.This process needs the speeds and heading angles of UAVs to reach an agreement.Besides,control algorithms with a virtual leader are proposed,by which the formation states can reach a specific value.Finally,simulation results show that the control algorithms are capable of realizing the mission rendezvous of multi-UAV and the consistence of UAVs′final states,which verify the effectiveness and feasibility of the designed control strategy. 展开更多
关键词 unmanned aerial vehicles loose formation rendezvous close formation rendezvous consensus algorithm cooperative control
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Application of PI Control Algorithm to Discrete Manufacturing Systems
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作者 郭彩芬 王宗荣 《Journal of Southwest Jiaotong University(English Edition)》 2006年第4期331-338,共8页
PI (proportional-integral) control algorithm is applied to control WIP (work-in-progress) in a discrete manufacturing system, where the cascade control of PI controllers is presented. It is in the frequency domain tha... PI (proportional-integral) control algorithm is applied to control WIP (work-in-progress) in a discrete manufacturing system, where the cascade control of PI controllers is presented. It is in the frequency domain that the PI controller is designed with constraints on sensitivity options to ensure the stability and robustness of its parameters. A case is evaluated on a motorcycle engine crankcase production system, whose simulation results confirm that demand fluctuations can be compensated by PI controllers under a normal demand. PI controllers also possess low sensitivity to the distribution of production times. 展开更多
关键词 均衡积分控制算法 工作进程控制 灵敏度 控制技术
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An uplink power control algorithm using traditional iterative model for cognitive radio networks
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作者 李枫 谭学治 王丽 《Journal of Central South University》 SCIE EI CAS 2012年第10期2816-2822,共7页
Based on the analysis of the feature of cognitive radio networks,a relevant interference model was built.Cognitive users should consider especially the problem of interference with licensed users and satisfy the signa... Based on the analysis of the feature of cognitive radio networks,a relevant interference model was built.Cognitive users should consider especially the problem of interference with licensed users and satisfy the signal-to-interference noise ratio(SINR) requirement at the same time.According to different power thresholds,an approach was given to solve the problem of coexistence between licensed user and cognitive user in cognitive system.Then,an uplink distributed power control algorithm based on traditional iterative model was proposed.Convergence analysis of the algorithm in case of feasible systems was provided.Simulations show that this method can provide substantial power savings as compared with the power balancing algorithm while reducing the achieved SINR only slightly,since 6% SINR loss can bring 23% power gain.Through further simulations,it can be concluded that the proposed solution has better effect as the noise power or system load increases. 展开更多
关键词 功率控制算法 无线电网络 上行链路 迭代模型 传统 干扰模型 认知系统 SINR
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Comparison of Different Control Algorithms for a Gantry Crane System
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作者 Stefan Bruins 《Intelligent Control and Automation》 2010年第2期68-81,共14页
For a gantry crane system, this paper presents a comparison between four control algorithms. These algo-rithms are being compared on simplicity, stability and robustness. Goal for the controller is to move the load on... For a gantry crane system, this paper presents a comparison between four control algorithms. These algo-rithms are being compared on simplicity, stability and robustness. Goal for the controller is to move the load on a gantry crane to a new position with minimal overshoot of the load and maximal speed of the load. An-other goal is to provide an insight in the behaviour of the possible controllers. In this article a parallel P-controller, cascade P-controller, fuzzy controller and an internal model controller are used. To be able to validate and design the controllers a model is derived from the gantry crane. The controllers and the model are being implemented in Matlab Simulink. Finally the controllers are validated and tuned in Labview on a laboratory gantry scrane scale model. Main conclusion is that all presented controllers can be used as a con-troller for the gantry crane system but the fuzzy controller is showing the best performance. 展开更多
关键词 GANTRY CRANE Modelling control Fuzzy INTERNAL MODEL control control algorithmS Scale MODEL Labview Matlab Simulink
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Research on Double Cascade Control Algorithm for Self-Balancing Two-Wheeled Vehicle
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作者 Qingqing Zhang 《Journal of Applied Mathematics and Physics》 2016年第4期618-622,共5页
To solve the problem of self-balancing two-wheeled vehicle, this article presents double cascade PID control algorithm. This method reduces the coupling of balance control, speed control and direction control, because... To solve the problem of self-balancing two-wheeled vehicle, this article presents double cascade PID control algorithm. This method reduces the coupling of balance control, speed control and direction control, because of the special system structure. This article successfully solved the sensor fusion of gyroscope and accelerometer by using Kalman filtering algorithm, and adding in fuzzy PID algorithm to improve the flexibility of the steering system, thus greatly improving the accuracy and response rate of the system. 展开更多
关键词 Cascade control Kalman Filter Fuzzy control PID algorithm
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Implementation of Control Algorithms in Small Embedded Systems
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作者 Lars Bengtsson 《Engineering(科研)》 2020年第9期623-639,共17页
This work describes how a control algorithm can be implemented in a small (8-bit) microcontroller for the main purpose of merging embedded systems and control theory in electrical engineering undergraduate classes. Tw... This work describes how a control algorithm can be implemented in a small (8-bit) microcontroller for the main purpose of merging embedded systems and control theory in electrical engineering undergraduate classes. Two different methods for discretizing the control expression are compared: Euler transformation and bilinear transformation. The sampling rate’s impact on the algorithm is discussed and theoretical results are verified by an application to a temperature control system in a heating plant. Four control algorithms are compared: PID and PI algorithms discretized with Euler and bilinear transformation, respectively. It is shown that for the heating plant used in this work, a bilinear PI algorithm implemented in a small 8-bit microcontroller outperforms a commercial controller from Panasonic. It is also demonstrated that all the derived algorithms can be implemented using integer calculations only, obviating the need for expensive and time-consuming floating-point calculations. This work bridges the gap between control theory equations and the implementation of control systems in small embedded systems with no inherent floating-point processing power. 展开更多
关键词 Bilinear Transformation Euler Transformation MICROcontrolLER control System PID algorithm Temperature Sensor Set Value Process Value Plant
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