首页 > 最新文献

2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)最新文献

英文 中文
Development of an intelligent interaction service robot using ROS 基于ROS的智能交互服务机器人的研制
Zhang Zhaohui, Mei Xuesong, Bian Xu, Cai Hanghang, Ti Jian
The research and development of intelligent interaction service robot become popular these years. Human-robot interaction play an important role in service robot as the intelligent behavior is natural way that people communicate with robot. This paper presents Xinxin, an intelligent interaction service robot designed as receptionist, partner and a mascot of 120th anniversary of XJTU. The robot combines simultaneous localization and mapping (SLAM), somatosensory interaction with the robotic arm, voice command, remote control by workstation and telephone's APP, using Robot Operate System (ROS) as the core of information processing. This paper describes the software and hardware platform of the robot, and the solution of system integration. Finally, experiments shows that the robot has reliable and effective performance on human-robot interaction.
近年来,智能交互服务机器人的研究与开发成为一个热点。智能行为是人与机器人进行交流的自然方式,人机交互在服务机器人中起着重要的作用。本文介绍了西安交大120周年校庆吉祥物——智能交互服务机器人“欣欣”。该机器人以机器人操作系统(ROS)作为信息处理的核心,将同步定位与测绘(SLAM)、与机械臂的体感交互、语音指令、工作站远程控制和电话APP相结合。本文介绍了机器人的软硬件平台,以及系统集成的解决方案。实验结果表明,该机器人具有可靠有效的人机交互性能。
{"title":"Development of an intelligent interaction service robot using ROS","authors":"Zhang Zhaohui, Mei Xuesong, Bian Xu, Cai Hanghang, Ti Jian","doi":"10.1109/IMCEC.2016.7867516","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867516","url":null,"abstract":"The research and development of intelligent interaction service robot become popular these years. Human-robot interaction play an important role in service robot as the intelligent behavior is natural way that people communicate with robot. This paper presents Xinxin, an intelligent interaction service robot designed as receptionist, partner and a mascot of 120th anniversary of XJTU. The robot combines simultaneous localization and mapping (SLAM), somatosensory interaction with the robotic arm, voice command, remote control by workstation and telephone's APP, using Robot Operate System (ROS) as the core of information processing. This paper describes the software and hardware platform of the robot, and the solution of system integration. Finally, experiments shows that the robot has reliable and effective performance on human-robot interaction.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132173356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
A privacy-preserving multi-step attack correlation algorithm 一种保护隐私的多步攻击关联算法
Minyi Xian, Yongtang Zhang
Traditional multi-step attack correlation approaches based on intrusion alerts face the challenge of recognizing attack scenarios because these approaches require complex pre-defined association rules as well as a high dependency on expert knowledge. Meanwhile, they barely consider the privacy issues. Under such circumstance, a novel algorithm is proposed to construct multi-step attack scenarios based on discovering attack behavior sequential patterns. It analyzes time sequential characteristics of attack behaviors and implements a support evaluation method. An optimized candidate attack sequence generation method is applied to solve the problem of pre-defined association rules complexity as well as expert knowledge dependency. An enhanced k-anonymity method is applied on this algorithm to realize privacy-preserving feature Experimental results indicate that the algorithm has comparatively better performance and accuracy on multi-step attack correlation and reaches a well balance between efficiency and privacy issues.
传统的基于入侵警报的多步骤攻击关联方法由于需要复杂的预定义关联规则以及对专家知识的高度依赖,在识别攻击场景方面面临挑战。同时,他们很少考虑隐私问题。针对这种情况,提出了一种基于发现攻击行为序列模式来构建多步攻击场景的新算法。分析了攻击行为的时间序列特征,实现了一种支持度评估方法。采用一种优化的候选攻击序列生成方法,解决了预定义关联规则复杂性和专家知识依赖的问题。实验结果表明,该算法在多步攻击关联方面具有较好的性能和准确性,在效率和隐私问题之间取得了很好的平衡。
{"title":"A privacy-preserving multi-step attack correlation algorithm","authors":"Minyi Xian, Yongtang Zhang","doi":"10.1109/IMCEC.2016.7867441","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867441","url":null,"abstract":"Traditional multi-step attack correlation approaches based on intrusion alerts face the challenge of recognizing attack scenarios because these approaches require complex pre-defined association rules as well as a high dependency on expert knowledge. Meanwhile, they barely consider the privacy issues. Under such circumstance, a novel algorithm is proposed to construct multi-step attack scenarios based on discovering attack behavior sequential patterns. It analyzes time sequential characteristics of attack behaviors and implements a support evaluation method. An optimized candidate attack sequence generation method is applied to solve the problem of pre-defined association rules complexity as well as expert knowledge dependency. An enhanced k-anonymity method is applied on this algorithm to realize privacy-preserving feature Experimental results indicate that the algorithm has comparatively better performance and accuracy on multi-step attack correlation and reaches a well balance between efficiency and privacy issues.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128877528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Study on simulation technology of APF controller based on RTDS 基于RTDS的有源滤波器控制器仿真技术研究
Bei Cao, Jiang Yu, Fengxiang Cao, Qingzhao Ji, G. Xie, Kansheng Yu, Lixia Xiong
To efficiently implement the technology validation and test of power electronic devices, a new test method is presented, APF controller closed-loop simulation based on RTDS. Simulate those primary circuits by software in RTDS, such as three-phase grid, load and APF inverter bridge, DC side capacitor and circuit breaker. The APF control and protection part are done through the control panel in real devices. The standard interfaces of RTDS physical controller simulation are formed by 5 signal-conditioning modules, which fix the signal mismatch between APF controller and RTDS software models. In addition, construct the overall simulation model in RTDS small-step environment and some modeling methods of core modules are presented, including IGBT trigger pulse, protection and control signal logic, short circuit fault model in RTDS, operation observation interface and etc., which establish the complete test procedures and items. In the end, the effectiveness of the method is verified through comparative analysis of the test data between RTDS and real device testing. It brings up a new idea to efficiently implement the development and test of power electronic devices.
为了有效地实现电力电子器件的技术验证和测试,提出了一种新的测试方法——基于RTDS的有源滤波器控制器闭环仿真。在RTDS中对三相电网、负载和有源滤波器逆变桥、直流侧电容器和断路器等主要电路进行了软件仿真。在实际设备中,有源滤波器的控制和保护部分是通过控制面板完成的。RTDS物理控制器仿真的标准接口由5个信号调理模块组成,解决了APF控制器与RTDS软件模型信号不匹配的问题。此外,构建了RTDS小步进环境下的整体仿真模型,提出了IGBT触发脉冲、保护与控制信号逻辑、RTDS短路故障模型、运行观察界面等核心模块的建模方法,建立了完整的测试程序和测试项目。最后,通过RTDS测试数据与实际设备测试数据的对比分析,验证了该方法的有效性。为有效实施电力电子器件的开发与测试提供了新的思路。
{"title":"Study on simulation technology of APF controller based on RTDS","authors":"Bei Cao, Jiang Yu, Fengxiang Cao, Qingzhao Ji, G. Xie, Kansheng Yu, Lixia Xiong","doi":"10.1109/IMCEC.2016.7867575","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867575","url":null,"abstract":"To efficiently implement the technology validation and test of power electronic devices, a new test method is presented, APF controller closed-loop simulation based on RTDS. Simulate those primary circuits by software in RTDS, such as three-phase grid, load and APF inverter bridge, DC side capacitor and circuit breaker. The APF control and protection part are done through the control panel in real devices. The standard interfaces of RTDS physical controller simulation are formed by 5 signal-conditioning modules, which fix the signal mismatch between APF controller and RTDS software models. In addition, construct the overall simulation model in RTDS small-step environment and some modeling methods of core modules are presented, including IGBT trigger pulse, protection and control signal logic, short circuit fault model in RTDS, operation observation interface and etc., which establish the complete test procedures and items. In the end, the effectiveness of the method is verified through comparative analysis of the test data between RTDS and real device testing. It brings up a new idea to efficiently implement the development and test of power electronic devices.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133773595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Portable monitoring instrument of physiological parameter based on MSP430 microcontroller 基于MSP430单片机的便携式生理参数监测仪
Chun Jiao, Guojian Cheng, Ming Tang, Shipei Chen
The monitoring technology of physiological status, which is able to detect physiological information continuously and noninvasively, transmit data wirelessly, process the data in real time, is the main part of wearable or portable health monitoring technology, which has been the present research hotspot in health care field. In the paper, according to the design requirements of micro power consumption and miniaturization, on the basis of 16-bit microcontroller MSP430F4616, the overall design ideas and concrete realization method are all stated in detail combining with the design of the forward path, micro power consumption, the control program and the wireless communication unit.
生理状态监测技术是可穿戴或便携式健康监测技术的重要组成部分,是目前医疗保健领域的研究热点,它能够连续、无创地检测生理信息,无线传输数据,实时处理数据。本文根据微功耗和小型化的设计要求,以16位单片机MSP430F4616为基础,结合前向路径、微功耗、控制程序和无线通信单元的设计,详细阐述了总体设计思路和具体实现方法。
{"title":"Portable monitoring instrument of physiological parameter based on MSP430 microcontroller","authors":"Chun Jiao, Guojian Cheng, Ming Tang, Shipei Chen","doi":"10.1109/IMCEC.2016.7867529","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867529","url":null,"abstract":"The monitoring technology of physiological status, which is able to detect physiological information continuously and noninvasively, transmit data wirelessly, process the data in real time, is the main part of wearable or portable health monitoring technology, which has been the present research hotspot in health care field. In the paper, according to the design requirements of micro power consumption and miniaturization, on the basis of 16-bit microcontroller MSP430F4616, the overall design ideas and concrete realization method are all stated in detail combining with the design of the forward path, micro power consumption, the control program and the wireless communication unit.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"1022 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115410927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Model predictive control for disturbance rejection and robust stability in Buck-Boost converter Buck-Boost变换器抗扰和鲁棒稳定性的模型预测控制
A. Alam, Lei Tao, Kashif Habib, Shahbaz Khan
The Buck-Boost converter with pulse width modulator has a large impact on power industry in energy management, specifically for electronic devices. In this paper the sub-optimal model predictive control algorithm applied to Buck-boost converter, which assured robust stability of system. Lyapunov function was used to ensure the constraints of model predictive cost function. In most of DC-DC converters, simple current control method is used for stability of system. This algorithm based on simpler optimization problems, which can be solved faster, and still have prior robust stability and discard all disturbances.
带脉宽调制器的Buck-Boost变换器对电力行业的能源管理,特别是电子设备的能源管理有着重要的影响。将次最优模型预测控制算法应用于Buck-boost变换器,保证了系统的鲁棒稳定性。采用Lyapunov函数来保证模型预测代价函数的约束条件。在大多数DC-DC变换器中,为了保证系统的稳定,都采用了简单的电流控制方法。该算法基于更简单的优化问题,可以更快地求解,并且仍然具有先验鲁棒稳定性和丢弃所有干扰。
{"title":"Model predictive control for disturbance rejection and robust stability in Buck-Boost converter","authors":"A. Alam, Lei Tao, Kashif Habib, Shahbaz Khan","doi":"10.1109/IMCEC.2016.7867339","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867339","url":null,"abstract":"The Buck-Boost converter with pulse width modulator has a large impact on power industry in energy management, specifically for electronic devices. In this paper the sub-optimal model predictive control algorithm applied to Buck-boost converter, which assured robust stability of system. Lyapunov function was used to ensure the constraints of model predictive cost function. In most of DC-DC converters, simple current control method is used for stability of system. This algorithm based on simpler optimization problems, which can be solved faster, and still have prior robust stability and discard all disturbances.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114445186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Character-based online key management in cloud computing environment 云计算环境下基于字符的在线密钥管理
Y. Cheng, Hao Li, N. Zhang
As an important part of DRM, key management technology has been widely used in protecting various copyrights, including industries such as digital television technologies. With the development of all kinds of technologies, the key management scheme has been developed and evolved within which the key distribution also has a variety of forms like unicast and multicast. In this paper, a key management scheme based on user role is proposed for the live video service on the cloud platform. The project provides the solution of key management in real time and security to some extent. According to the user role and service type in the actual occasions, we propose the scheme better adapted to the current scene based on the centralized logic key tree.
密钥管理技术作为DRM的重要组成部分,已广泛应用于各种版权保护,包括数字电视技术等行业。随着各种技术的发展,密钥管理方案得到了发展和演变,其中密钥分发也有单播和组播等多种形式。本文针对云平台视频直播业务,提出了一种基于用户角色的密钥管理方案。该方案在一定程度上提供了实时、安全的密钥管理解决方案。根据实际场景中的用户角色和服务类型,提出了基于集中式逻辑键树的更适合当前场景的方案。
{"title":"Character-based online key management in cloud computing environment","authors":"Y. Cheng, Hao Li, N. Zhang","doi":"10.1109/IMCEC.2016.7867307","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867307","url":null,"abstract":"As an important part of DRM, key management technology has been widely used in protecting various copyrights, including industries such as digital television technologies. With the development of all kinds of technologies, the key management scheme has been developed and evolved within which the key distribution also has a variety of forms like unicast and multicast. In this paper, a key management scheme based on user role is proposed for the live video service on the cloud platform. The project provides the solution of key management in real time and security to some extent. According to the user role and service type in the actual occasions, we propose the scheme better adapted to the current scene based on the centralized logic key tree.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115000683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The application and research on master-slave station distributed integration business architecture 主从站分布式集成业务体系结构的应用与研究
Liu Jianglin, Zhang Dao-jie, Zhang Siyuan
Facing the problem and current situation of the power grid master-slave station dispatching system architecture, this paper using the master-slave station distributed file system and master-slave station two-level business platform to divide the traditional master station business into master-slave station interacted distribution business, also issued the master-slave station distributed integration application architecture plan. Then, discussed the technology include file system directory service, the concept of master-slave business partition, gateway proxy. Proceed further modeling analysis to the slave station business such as monitoring and control, smart alarm and also give a conclusion on apply authorization. Through the apply authorization to indicate the plan could effectively solve the current problem and the application development will have a brightened prospects.
针对电网主从站调度系统架构存在的问题和现状,本文利用主从站分布式文件系统和主从站两级业务平台,将传统主从站业务划分为主从站交互分布业务,并提出主从站分布式集成应用架构方案。然后讨论了文件系统目录服务、主从业务分区概念、网关代理等技术。对从站监控、智能报警等业务进行了进一步的建模分析,并给出了应用授权的结论。通过应用授权指示方案可以有效地解决当前存在的问题,应用开发前景广阔。
{"title":"The application and research on master-slave station distributed integration business architecture","authors":"Liu Jianglin, Zhang Dao-jie, Zhang Siyuan","doi":"10.1109/IMCEC.2016.7867396","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867396","url":null,"abstract":"Facing the problem and current situation of the power grid master-slave station dispatching system architecture, this paper using the master-slave station distributed file system and master-slave station two-level business platform to divide the traditional master station business into master-slave station interacted distribution business, also issued the master-slave station distributed integration application architecture plan. Then, discussed the technology include file system directory service, the concept of master-slave business partition, gateway proxy. Proceed further modeling analysis to the slave station business such as monitoring and control, smart alarm and also give a conclusion on apply authorization. Through the apply authorization to indicate the plan could effectively solve the current problem and the application development will have a brightened prospects.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"733 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116988036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Design a new real-time predictive model of viscosity of quench oil based on statistical learning method 设计了一种基于统计学习方法的急冷油粘度实时预测模型
Yikai Wu, Fang Hou, Xiaopei Cheng
High viscosity of quench oil is a critical problem of quench system in ethylene cracking furnaces in petrochemical plant, due to its influences on the safety and stability of equipments, meanwhile, the variety of viscosity of quench oil has a negative impact on yield of ethylene and other chemical products. This paper presents a new statistical learning model to forecast the real-time variety of quench oil viscosity based on statistical algorithm and machine learning method. Firstly, statistical algorithm is applied to reduce dimension of parameters, secondly, fitting real-time predictive model through machine learning method. The simulation results shows that this model can monitor the variety of viscosity per hour according to identified controllable parameters which are highly correlated with viscosity of quench oil.
急冷油的高粘度是石化装置乙烯裂解炉急冷系统的关键问题,影响设备的安全性和稳定性,同时,急冷油粘度的变化对乙烯和其他化工产品的收率也有不利影响。本文提出了一种基于统计算法和机器学习方法的实时预测淬火油粘度变化的统计学习模型。首先采用统计算法对参数进行降维,其次采用机器学习方法对实时预测模型进行拟合。仿真结果表明,该模型能够根据识别出的与淬火油粘度高度相关的可控参数,监测每小时粘度的变化。
{"title":"Design a new real-time predictive model of viscosity of quench oil based on statistical learning method","authors":"Yikai Wu, Fang Hou, Xiaopei Cheng","doi":"10.1109/IMCEC.2016.7867232","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867232","url":null,"abstract":"High viscosity of quench oil is a critical problem of quench system in ethylene cracking furnaces in petrochemical plant, due to its influences on the safety and stability of equipments, meanwhile, the variety of viscosity of quench oil has a negative impact on yield of ethylene and other chemical products. This paper presents a new statistical learning model to forecast the real-time variety of quench oil viscosity based on statistical algorithm and machine learning method. Firstly, statistical algorithm is applied to reduce dimension of parameters, secondly, fitting real-time predictive model through machine learning method. The simulation results shows that this model can monitor the variety of viscosity per hour according to identified controllable parameters which are highly correlated with viscosity of quench oil.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122169297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tournament selection based fruit fly optimization and its application in template matching 基于赛事选择的果蝇优化及其在模板匹配中的应用
Weijia Cui, Yuzhu He
In this paper, an improved fruit fly optimization algorithm based on tournament selection mechanism (TS-FFO) is put forward. In TS-FFO, considering the fact that the aggregation way in the vision optimization phase will easily cause the loss of biodiversity and make the population jump into the local extreme, tournament selection mechanism is embed into FFO to randomly generate a new conductive individual to replace the current best fruit fly. In addition, in view of the blind search surrounding the best individual in the osphresis optimization phase, the evolutionary formula is also redefined by incorporating the current individual's own information to effectively control the evolution direction and step size. Six high dimensional benchmark functions are used to test and evaluate the TS-FFO. The experimental results demonstrate that TS-FFO has quicker optimizing efficiency and better accuracy compared with the standard FFO and several advanced algorithms. TS-FFO is also used to solve the image template matching problems and the statistical results show that our proposed approach is more effective and efficient than the particle swarm optimization (PSO) and differential search algorithms (DSA).
提出了一种基于比赛选择机制的果蝇优化算法(TS-FFO)。在TS-FFO中,考虑到视觉优化阶段的聚集方式容易造成生物多样性的丧失,使种群陷入局部极值,在FFO中嵌入竞赛选择机制,随机生成新的导电个体替代当前最优的果蝇。此外,针对动态优化阶段围绕最佳个体的盲目搜索,重新定义进化公式,结合当前个体自身信息,有效控制进化方向和步长。采用六个高维基准函数对TS-FFO进行测试和评价。实验结果表明,与标准FFO和几种先进算法相比,TS-FFO具有更快的优化效率和更高的精度。将TS-FFO算法应用于图像模板匹配问题,统计结果表明,该方法比粒子群优化算法(PSO)和差分搜索算法(DSA)更有效。
{"title":"Tournament selection based fruit fly optimization and its application in template matching","authors":"Weijia Cui, Yuzhu He","doi":"10.1109/IMCEC.2016.7867234","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867234","url":null,"abstract":"In this paper, an improved fruit fly optimization algorithm based on tournament selection mechanism (TS-FFO) is put forward. In TS-FFO, considering the fact that the aggregation way in the vision optimization phase will easily cause the loss of biodiversity and make the population jump into the local extreme, tournament selection mechanism is embed into FFO to randomly generate a new conductive individual to replace the current best fruit fly. In addition, in view of the blind search surrounding the best individual in the osphresis optimization phase, the evolutionary formula is also redefined by incorporating the current individual's own information to effectively control the evolution direction and step size. Six high dimensional benchmark functions are used to test and evaluate the TS-FFO. The experimental results demonstrate that TS-FFO has quicker optimizing efficiency and better accuracy compared with the standard FFO and several advanced algorithms. TS-FFO is also used to solve the image template matching problems and the statistical results show that our proposed approach is more effective and efficient than the particle swarm optimization (PSO) and differential search algorithms (DSA).","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116859167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
An improved stochastic gradient constant modulus beam-forming algorithm 一种改进的随机梯度恒模波束形成算法
Yuguo Wang, Zhongjin Zhang, Lufei He, Qi Zhong, Huaqiong Li
This paper analyzes the existing recursion formulas of SG-CMA, presents an improved SG-CMA with better convergence and stronger beam-forming gain. Considering the disadvantages of existing error functions, the algorithm makes some changes. It takes the sum of the signal modulus of each element as the expected value, which overcomes the fluctuation of signal modulus, and increases the application range and anti-noise capability. The signal modulus of an arbitrary array is built, then the SG-CMA and the improved SG-CMA are compared by simulation based on uniform linear array. The simulation results verify the effectiveness of the improved SG-CMA as well as its improvement on convergence and beam-forming gain.
分析了现有的SG-CMA递推公式,提出了一种收敛性更好、波束形成增益更强的改进SG-CMA。针对现有误差函数的缺点,对算法进行了改进。它以各单元的信号模量之和作为期望值,克服了信号模量的波动,增加了应用范围和抗噪能力。在建立任意阵列信号模量的基础上,对基于均匀线性阵列的SG-CMA和改进的SG-CMA进行了仿真比较。仿真结果验证了改进的SG-CMA的有效性,以及收敛性和波束形成增益的改善。
{"title":"An improved stochastic gradient constant modulus beam-forming algorithm","authors":"Yuguo Wang, Zhongjin Zhang, Lufei He, Qi Zhong, Huaqiong Li","doi":"10.1109/IMCEC.2016.7867173","DOIUrl":"https://doi.org/10.1109/IMCEC.2016.7867173","url":null,"abstract":"This paper analyzes the existing recursion formulas of SG-CMA, presents an improved SG-CMA with better convergence and stronger beam-forming gain. Considering the disadvantages of existing error functions, the algorithm makes some changes. It takes the sum of the signal modulus of each element as the expected value, which overcomes the fluctuation of signal modulus, and increases the application range and anti-noise capability. The signal modulus of an arbitrary array is built, then the SG-CMA and the improved SG-CMA are compared by simulation based on uniform linear array. The simulation results verify the effectiveness of the improved SG-CMA as well as its improvement on convergence and beam-forming gain.","PeriodicalId":218222,"journal":{"name":"2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117185104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1