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Efficient 2-D MUSIC algorithm for super-resolution moving target tracking based on an FMCW radar
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作者 Xuchong Yi Shuangxi Zhang Yuxuan Zhou 《Geodesy and Geodynamics》 EI CSCD 2024年第5期504-515,共12页
Frequency modulated continuous wave(FMCW)radar is an advantageous sensor scheme for target estimation and environmental perception.However,existing algorithms based on discrete Fourier transform(DFT),multiple signal c... Frequency modulated continuous wave(FMCW)radar is an advantageous sensor scheme for target estimation and environmental perception.However,existing algorithms based on discrete Fourier transform(DFT),multiple signal classification(MUSIC)and compressed sensing,etc.,cannot achieve both low complexity and high resolution simultaneously.This paper proposes an efficient 2-D MUSIC algorithm for super-resolution target estimation/tracking based on FMCW radar.Firstly,we enhance the efficiency of 2-D MUSIC azimuth-range spectrum estimation by incorporating 2-D DFT and multi-level resolution searching strategy.Secondly,we apply the gradient descent method to tightly integrate the spatial continuity of object motion into spectrum estimation when processing multi-epoch radar data,which improves the efficiency of continuous target tracking.These two approaches have improved the algorithm efficiency by nearly 2-4 orders of magnitude without losing accuracy and resolution.Simulation experiments are conducted to validate the effectiveness of the algorithm in both single-epoch estimation and multi-epoch tracking scenarios. 展开更多
关键词 2D-MUSIC FMCW radar Moving target tracking SUPER-RESOLUTION algorithm optimization
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MADDPG-D2: An Intelligent Dynamic Task Allocation Algorithm Based on Multi-Agent Architecture Driven by Prior Knowledge
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作者 Tengda Li Gang Wang Qiang Fu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第9期2559-2586,共28页
Aiming at the problems of low solution accuracy and high decision pressure when facing large-scale dynamic task allocation(DTA)and high-dimensional decision space with single agent,this paper combines the deep reinfor... Aiming at the problems of low solution accuracy and high decision pressure when facing large-scale dynamic task allocation(DTA)and high-dimensional decision space with single agent,this paper combines the deep reinforce-ment learning(DRL)theory and an improved Multi-Agent Deep Deterministic Policy Gradient(MADDPG-D2)algorithm with a dual experience replay pool and a dual noise based on multi-agent architecture is proposed to improve the efficiency of DTA.The algorithm is based on the traditional Multi-Agent Deep Deterministic Policy Gradient(MADDPG)algorithm,and considers the introduction of a double noise mechanism to increase the action exploration space in the early stage of the algorithm,and the introduction of a double experience pool to improve the data utilization rate;at the same time,in order to accelerate the training speed and efficiency of the agents,and to solve the cold-start problem of the training,the a priori knowledge technology is applied to the training of the algorithm.Finally,the MADDPG-D2 algorithm is compared and analyzed based on the digital battlefield of ground and air confrontation.The experimental results show that the agents trained by the MADDPG-D2 algorithm have higher win rates and average rewards,can utilize the resources more reasonably,and better solve the problem of the traditional single agent algorithms facing the difficulty of solving the problem in the high-dimensional decision space.The MADDPG-D2 algorithm based on multi-agent architecture proposed in this paper has certain superiority and rationality in DTA. 展开更多
关键词 Deep reinforcement learning dynamic task allocation intelligent decision-making multi-agent system MADDPG-D2 algorithm
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“哨兵-2”卫星影像及C2RCC算法在太湖冬春季水色分析中的应用
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作者 李旭文 张悦 +6 位作者 姜晟 王甜甜 崔嘉宇 纪轩禹 陈冰 魏玉强 陈栋 《中国环境监测》 CAS CSCD 北大核心 2024年第3期271-282,共12页
利用太湖2019—2022年冬春季“哨兵-2”卫星10 m分辨率的MSI影像和SNAP软件C2RCC(Case 2 Regional CoastColour)模块,以适合浑浊、富营养程度较高、光学复杂的“二类水体”的C2X-nets为模式,开展太湖叶绿素a、总悬浮物浓度、透明度等水... 利用太湖2019—2022年冬春季“哨兵-2”卫星10 m分辨率的MSI影像和SNAP软件C2RCC(Case 2 Regional CoastColour)模块,以适合浑浊、富营养程度较高、光学复杂的“二类水体”的C2X-nets为模式,开展太湖叶绿素a、总悬浮物浓度、透明度等水色参数反演。结果表明:冬春季太湖各湖区叶绿素a浓度处于较低水平,但4月中旬起有明显抬升;太湖西部沿岸区、南部沿岸区和湖心区总悬浮物浓度较高,表明这些湖区易受风浪影响,造成沉积物再悬浮;太湖东部沿岸区、北部湖湾及东太湖遥感反演的水体清澈度较高,可能与这些湖区冬春季沉水植物菹草的分布有关,菹草生长对水质有较好的净化效果。总体来看,基于C2X-nets模式的C2RCC反演算法从较高分辨率卫星遥感影像中提取的水色信息,能有效反映太湖冬春季水色指标的空间分布特征,可为湖体生态状况及动态变化的长期监测评估提供有价值的参考。 展开更多
关键词 哨兵-2 遥感 C2RCC算法 水色反演 太湖
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基于Sentinel-2影像的巴尔托洛冰川冰面湖研究
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作者 刘晓 孙永玲 +1 位作者 孙世金 李敏 《测绘通报》 CSCD 北大核心 2024年第3期49-53,80,共6页
冰面湖是冰川的重要组成部分,是冰川消融的指示器,不仅对全球气候变化响应迅速,而且对了解和掌握区域水资源信息意义重大。本文基于Sentinel-2遥感数据,利用随机森林算法,对巴尔托洛冰川冰面湖进行识别提取,并基于提取结果分析研究区冰... 冰面湖是冰川的重要组成部分,是冰川消融的指示器,不仅对全球气候变化响应迅速,而且对了解和掌握区域水资源信息意义重大。本文基于Sentinel-2遥感数据,利用随机森林算法,对巴尔托洛冰川冰面湖进行识别提取,并基于提取结果分析研究区冰面湖的空间分布特征,以及冰面湖面积、数量与冰川高程的关系。本文冰面湖提取的准确率达96.07%,完整率达92.18%,错误率为11.59%;识别出巴尔托洛冰川冰面湖567个,面积为249.46~37134 m^(2);冰面湖多分布在距冰川末端3~26 km处,其中海拔3800~4300 m之间冰面湖数量最多,面积普遍较大,平均面积为1922 m^(2);随着高程的升高,冰面湖的数量和面积逐渐减少,在高程5300 m以上冰面湖数量仅为15个,平均面积为356 m^(2);高程升高导致冰面温度降低,是冰面湖数量和面积骤减的主要原因。 展开更多
关键词 巴尔托洛冰川 冰面湖 Sentinel-2影像 随机森林算法
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基于改进INFO-Bi-LSTM模型的SO_(2)排放质量浓度预测 被引量:1
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作者 王琦 柴宇唤 +2 位作者 王鹏程 刘百川 刘祥 《动力工程学报》 CAS CSCD 北大核心 2024年第4期641-649,共9页
针对火电机组SO_(2)排放质量浓度的影响因素众多,难以准确预测的问题,提出一种改进向量加权平均(weighted mean of vectors,INFO)算法与双向长短期记忆(bi-directional long short term memory,Bi-LSTM)神经网络相结合的预测模型(改进IN... 针对火电机组SO_(2)排放质量浓度的影响因素众多,难以准确预测的问题,提出一种改进向量加权平均(weighted mean of vectors,INFO)算法与双向长短期记忆(bi-directional long short term memory,Bi-LSTM)神经网络相结合的预测模型(改进INFO-Bi-LSTM模型)。采用Circle混沌映射和反向学习产生高质量初始化种群,引入自适应t分布提升INFO算法跳出局部最优解和全局搜索的能力。选取改进INFO-Bi-LSTM模型和多种预测模型对炉内外联合脱硫过程中4种典型工况下的SO_(2)排放质量浓度进行预测,将预测结果进行验证对比。结果表明:改进INFO算法的寻优能力得到提升,并且改进INFO-Bi-LSTM模型精度更高,更加适用于SO_(2)排放质量浓度的预测,可为变工况下的脱硫控制提供控制理论支撑。 展开更多
关键词 炉内外联合脱硫 烟气SO_(2)质量浓度 INFO算法 Bi-LSTM神经网络 Circle混沌映射 自适应t分布
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基2-FFT输入分级截断算法在频域合成孔径超声成像中的研究
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作者 周英钢 刘振兴 +1 位作者 王善辉 李继冯 《传感技术学报》 CAS CSCD 北大核心 2024年第7期1172-1178,共7页
为提高超声频域成像算法的计算速度,提出一种应用于超声频域成像算法的基2-FFT输入分级截断算法。首先,借助于COMSOL多物理场仿真软件,建立钢件中含有孔缝缺陷的有限元模型进行声场仿真。仿真结果得到关于缺陷的回波信号,并通过PSM算法... 为提高超声频域成像算法的计算速度,提出一种应用于超声频域成像算法的基2-FFT输入分级截断算法。首先,借助于COMSOL多物理场仿真软件,建立钢件中含有孔缝缺陷的有限元模型进行声场仿真。仿真结果得到关于缺陷的回波信号,并通过PSM算法对频域内声场进行重建,得到成像区域的聚焦图像,和原始仿真信号的B扫图像相比效果更加直观且成像质量更好,验证了PSM算法的可行性。然后为了避免超声频域成像算法中二维傅里叶变换的冗余计算,进一步提出了支持任意非0值输入的基2-FFT输入分级截断算法。实验结果证明,基2-FFT输入分级截断算法比标准基2-FFT算法快27%,超声频域算法成像速度提高13%。 展开更多
关键词 超声频域成像 2-FFT B扫成像 分级截断算法 成像速度
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Multiple targets vector miss distance measurement accuracy based on 2-D assignment algorithms 被引量:1
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作者 Fang Bingyi Wu Siliang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第1期76-80,共5页
An extension of 2-D assignment approach is proposed for measurement-to-target association for improving multiple targets vector miss distance measurement accuracy. When the multiple targets move so closely, the measur... An extension of 2-D assignment approach is proposed for measurement-to-target association for improving multiple targets vector miss distance measurement accuracy. When the multiple targets move so closely, the measurements can not be fully resolved due to finite resolution. The proposed method adopts an auction algorithm to compute the feasible measurement-to-target assignment with unresolved measurements for solving this 2-D assignment problem. Computer simulation results demonstrate the effectiveness and feasibility of this method. 展开更多
关键词 miss distance 2-D assignment auction algorithm data association
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2-D mini mumfuzzy entropy method of image thresholding based on genetic algorithm 被引量:1
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作者 张兴会 刘玲 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第3期557-560,共4页
A new image thresholding method is introduced, which is based on 2-D histgram and minimizing the measures of fuzziness of an input image. A new definition of fuzzy membership function is proposed, it denotes the chara... A new image thresholding method is introduced, which is based on 2-D histgram and minimizing the measures of fuzziness of an input image. A new definition of fuzzy membership function is proposed, it denotes the characteristic relationship between the gray level of each pixel and the average value of its neighborhood. When the threshold is not located at the obvious and deep valley of the histgram, genetic algorithm is devoted to the problem of selecting the appropriate threshold value. The experimental results indicate that the proposed method has good performance. 展开更多
关键词 image thresholding 2-D fuzzy entropy genetic algorithm.
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压缩感知l_(1)-αl_(2)模型下的DCA算法分析
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作者 宋儒瑛 吴丽君 《忻州师范学院学报》 2024年第5期11-17,共7页
在压缩感知领域,对于从少量测量中恢复稀疏向量这个基本的问题,更倾向于相关性尽可能小的测量。然而在现实中利用l,l_(2)等传统方法的计算成本较高,因此文章在新模型11-αl_(2)(0<α≤1)下,利用||x||_(1)-α||x||_(2)最小化来解决压... 在压缩感知领域,对于从少量测量中恢复稀疏向量这个基本的问题,更倾向于相关性尽可能小的测量。然而在现实中利用l,l_(2)等传统方法的计算成本较高,因此文章在新模型11-αl_(2)(0<α≤1)下,利用||x||_(1)-α||x||_(2)最小化来解决压缩感知问题,基于凸函数的差分算法,l文中得到了求解l_(1)-αl_(2)极小化问题的迭代算法,并进行了理论分析,证明了该算法收敛于一个满足最优性条件的稳定点。 展开更多
关键词 压缩感知 l_(1)-αl_(2)最小化 DCA算法
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Type-2 Fuzzy Logic Controllers Based Genetic Algorithm for the Position Control of DC Motor 被引量:1
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作者 Mohammed Zeki Al-Faiz Mohammed S. Saleh Ahmed A. Oglah 《Intelligent Control and Automation》 2013年第1期108-113,共6页
Type-2 fuzzy logic systems have recently been utilized in many control processes due to their ability to model uncertainty. This research article proposes the position control of (DC) motor. The proposed algorithm of ... Type-2 fuzzy logic systems have recently been utilized in many control processes due to their ability to model uncertainty. This research article proposes the position control of (DC) motor. The proposed algorithm of this article lies in the application of a genetic algorithm interval type-2 fuzzy logic controller (GAIT2FLC) in the design of fuzzy controller for the position control of DC Motor. The entire system has been modeled using MATLAB R11a. The performance of the proposed GAIT2FLC is compared with that of its corresponding conventional genetic algorithm type-1 FLC in terms of several performance measures such as rise time, peak overshoot, settling time, integral absolute error (IAE) and integral of time multiplied absolute error (ITAE) and in each case, the proposed scheme shows improved performance over its conventional counterpart. Extensive simulation studies are conducted to compare the response of the given system with the conventional genetic algorithm type-1 fuzzy controller to the response given with the proposed GAIT2FLC scheme. 展开更多
关键词 Type-2 FUZZY LOGIC CONTROLLER GENETIC algorithm DC MOTOR
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改进鲸鱼算法的超临界CO_(2)萃取参数整定
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作者 曹梦龙 刘铎 朱兆森 《电子科技》 2024年第12期73-78,共6页
针对超临界CO_(2)萃取过程中不同控制系统对稳定性、准确性和快速性具有不同要求,文中提出一种改进鲸鱼优化算法目标函数,用于超临界CO_(2)萃取参数整定。根据被控系统的控制目标采用层次分析法确定绝对值积分鉴定、超调量、余差和调节... 针对超临界CO_(2)萃取过程中不同控制系统对稳定性、准确性和快速性具有不同要求,文中提出一种改进鲸鱼优化算法目标函数,用于超临界CO_(2)萃取参数整定。根据被控系统的控制目标采用层次分析法确定绝对值积分鉴定、超调量、余差和调节时间的权重关系,通过三折线法对控制系统性能指标进行归一化,构建鲸鱼优化算法的目标函数。以超临界CO_(2)萃取过程的压力和温度为被控对象,采用改进鲸鱼优化算法目标函数与传统鲸鱼优化算法目标函数进行参数整定。仿真结果表明,改进的鲸鱼优化算法目标函数在超临界CO_(2)萃取压力控制系统中能保证压力无超调,在超临界CO_(2)萃取温度控制系统中调节时间减少了30.17 s,实现了超临界CO_(2)萃取过程中控制参数的整定优化。 展开更多
关键词 鲸鱼优化算法 层次分析法 目标函数 超临界CO_(2)萃取 参数整定 阶跃响应 时滞 三折线法
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An Integrated Use of Advanced T2 Statistics and Neural Network and Genetic Algorithm in Monitoring Process Disturbance 被引量:1
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作者 Xiuhong WANG 《Journal of Software Engineering and Applications》 2009年第5期335-343,共9页
Integrated use of statistical process control (SPC) and engineering process control (EPC) has better performance than that by solely using SPC or EPC. But integrated scheme has resulted in the problem of “Window of O... Integrated use of statistical process control (SPC) and engineering process control (EPC) has better performance than that by solely using SPC or EPC. But integrated scheme has resulted in the problem of “Window of Opportunity” and autocorrelation. In this paper, advanced T2 statistics model and neural networks scheme are combined to solve the above problems: use T2 statistics technique to solve the problem of autocorrelation;adopt neural networks technique to solve the problem of “Window of Opportunity” and identification of disturbance causes. At the same time, regarding the shortcoming of neural network technique that its algorithm has a low speed of convergence and it is usually plunged into local optimum easily. Genetic algorithm was proposed to train samples in this paper. Results of the simulation ex-periments show that this method can detect the process disturbance quickly and accurately as well as identify the dis-turbance type. 展开更多
关键词 T2 STATISTICS Neural Networks Statistical PROCESS CONTROL Engineering PROCESS CONTROL GENETIC algorithm
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Research on a Secure Communication Protocol Based on National Secret SM2 Algorithm 被引量:1
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作者 Youhai Shao Yong Wang +1 位作者 Yun Yang Xiang Wang 《Journal of Computer and Communications》 2022年第1期42-56,共15页
Most of the public key algorithms used in the exchange of information for power data transmission protocols are RSA. The core of the key part of this kind of algorithm system has not been announced. For the domestic s... Most of the public key algorithms used in the exchange of information for power data transmission protocols are RSA. The core of the key part of this kind of algorithm system has not been announced. For the domestic sensitive information data field, there are threats such as preset backdoors and security vulnerabilities. In response to the above problems, the article introduces a secure communication protocol based on the optimized Secret SM2 algorithm, which uses socket programming to achieve two-way encrypted communication between clients and services, and is able to complete the security protection of data encryption transmission, authentication, data tampering, etc., and proves through experiments that the security protocol is more secure than traditional methods, can effectively identify each other, carry out stable and controllable data encryption transmission, and has good applicability. 展开更多
关键词 Secret algorithm SM2 Communication Protocol Hybrid Encryption Security Protection
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Hardware Type 2 Fuzzy Logic Position Controller Based on Karnik-Mendel Algorithms 被引量:1
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作者 Pedro Ponce-Cruz Arturo Molina Arturo Tellez-Velazquez 《Journal of Control Science and Engineering》 2013年第1期1-12,共12页
This paper presents an analysis of the KM (Karnik-Mendel) algorithms performance under real time implementation using 3 types: the non-iterative, the iterative and the enhanced, and their feasibility for real-time ... This paper presents an analysis of the KM (Karnik-Mendel) algorithms performance under real time implementation using 3 types: the non-iterative, the iterative and the enhanced, and their feasibility for real-time interval type 2 fuzzy logic control system applications. The results are also compared against NT (Nie-Tan) method that is one of the fastest and simplest defuzzification methods. Because the DC (direct current) servo-motor is one of the most used motors in different industrial applications and the model of the motor is nonlinear, this motor was selected for validating the implementation in real time hardware. This DC motor is a perfect option for studying the real time performance of KM algorithms in order to show up its limits and possibilities for real-time control system applications. These methodologies are implemented in National Instruments LabVIEW FPGA (field programmable gate array) module hardware which is one of the most used platforms in the industry. The results show that the E-KM (enhanced KM) algorithm and the NT method present good results for implementing real-time control applications in real time hardware. Although fuzzy logic type 2 is a good option for working with nonlinear and noise from the sensors, the defuzzification method has to react in a short period of time in order to allow good control response. Hence, a complete study of defuzzification is needed for improving the real time implementations of fuzzy type 2. 展开更多
关键词 Fuzzy logic type 2 KM algorithms NT method DEFUZZIFICATION type-reduction DC servo-motor control.
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Simple Insulin Dose Adjustment Using 3-3-1 Algorithm in Japanese Patients with Type 2 Diabetes: Start Kanazawa Study (Self-Titration Aggressive Algorithm with Glargine Trial) 被引量:1
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作者 Kenji D. Furukawa Naoto Yamaaki +2 位作者 Aya Fujimoto Kiminori Ohyama Hiroaki Muramoto 《Journal of Diabetes Mellitus》 2016年第3期197-203,共7页
We implemented a 3-3-1 algorithm in order to provide safe and simple self-titration in patients who newly initiated BOT as well as who were already on BOT and evaluated its utility in clinical setting. A total of 46 p... We implemented a 3-3-1 algorithm in order to provide safe and simple self-titration in patients who newly initiated BOT as well as who were already on BOT and evaluated its utility in clinical setting. A total of 46 patients, 21 patients in the newly-initiated group and 25 patients in the existing BOT group performed dose adjustment using 3-3-1 algorithm. HbA1c was significantly improved 4 weeks after the initiation from 8.5% ± 1.2% at baseline to 7.3% ± 0.7% at the final evaluation (p  0.01, vs. Baseline). The average daily insulin units increased throughout the study period from 10.1 ± 6.7 at baseline to 14.6 ± 8.9 units at the final evaluation. Weight didn’t significantly change throughout the study (p = 0.12). The incidents of hypoglycemia were 0.8/month during the insulin dose self-adjustment period and 0.4/month during the follow-up period. The 3-3-1 algorithm using insulin glargine provided a safe and simple dose adjustment and demonstrated its utility in patients who were newly introduced to insulin treatment as well as who were already on BOT. 展开更多
关键词 GLARGINE Self-Titration BOT T2DM INSULIN 3-3-1 algorithm
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A new algorithm for wireless sensor network based on NS-2 被引量:2
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作者 焦国太 孟庆丰 《Journal of Measurement Science and Instrumentation》 CAS 2013年第3期272-275,共4页
Considering wireless sensor network characteristics,this paper uses network simulator,version2(NS-2)algorithm to improve Ad hoc on-demand distance vector(AODV)routing algorithm,so that it can be applied to wireless se... Considering wireless sensor network characteristics,this paper uses network simulator,version2(NS-2)algorithm to improve Ad hoc on-demand distance vector(AODV)routing algorithm,so that it can be applied to wireless sensor networks.After studying AODV routing protocol,a new algorithm called Must is brought up.This paper introduces the background and algorithm theory of Must,and discusses the details about how to implement Must algorithm.At last,using network simulator(NS-2),the performance of Must is evaluated and compared with that of AODV.Simulation results show that the network using Must algorithm has perfect performance. 展开更多
关键词 wireless sensor networks routing protocol network simulator version 2 (NS-2 Must algorithmCLC number:TN926 Document code:AArticle ID:1674-80422013)03-0272-04
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响应面法和人工神经网络对亚临界CO_(2)萃取红花籽油的建模与优化 被引量:1
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作者 刘国祎 郭建章 +1 位作者 陈星 王威强 《食品工业科技》 CAS 北大核心 2024年第10期225-233,共9页
本文旨在寻找有效建模方法以预测亚临界CO_(2)萃取红花籽油的萃取率,优化其萃取工艺条件。以单因素实验为基础,采用Box-Behnken试验设计,研究了萃取压力、分离温度、萃取时间对红花籽油萃取率的影响,并采用响应面法(RSM)和人工神经网络(... 本文旨在寻找有效建模方法以预测亚临界CO_(2)萃取红花籽油的萃取率,优化其萃取工艺条件。以单因素实验为基础,采用Box-Behnken试验设计,研究了萃取压力、分离温度、萃取时间对红花籽油萃取率的影响,并采用响应面法(RSM)和人工神经网络(ANN)两种方法分别对同一实验进行建模分析,通过RSM数值优化、人工神经网络和遗传算法结合(ANN-GA)两种方法优化其工艺条件。结果表明,RSM与ANN两种模型均能较为精准预测,但通过两种模型的决定系数(R^(2))、平均绝对误差(MAE)、平均绝对百分比误差(MAPE)、均方根误差(RMSE)值比较,得出ANN模型(R^(2)=0.9966)的预测效果较优于RSM模型(R^(2)=0.9950)。ANN-GA确定的最佳萃取条件及萃取率分别为:萃取压力19.04 MPa、分离温度55.50℃、萃取时间134.98 min、萃取率23.52%。综上,RSM和ANN两种方法均可用于亚临界CO_(2)萃取带壳红花籽油的建模与优化,但ANN的预测准确度及拟合能力更为优秀。 展开更多
关键词 亚临界CO_(2)萃取 红花籽油 响应面法 人工神经网络 遗传算法
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A Routing Algorithm for Risk-Scanning Agents Using Ant Colony Algorithm in P2P Network
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作者 TANG Zhuo LU Zhengding LI Ruixuan 《Wuhan University Journal of Natural Sciences》 CAS 2006年第5期1097-1103,共7页
This paper describes a routing algorithm for risk scanning agents using ant colony algorithm in P2P(peerto peer) network. Every peer in the P2P network is capable of updating its routing table in a real-time way, wh... This paper describes a routing algorithm for risk scanning agents using ant colony algorithm in P2P(peerto peer) network. Every peer in the P2P network is capable of updating its routing table in a real-time way, which enables agents to dynamically and automatically select, according to current traffic condition of the network, the global optimal traversal path. An adjusting mechanism is given to adjust the routing table when peers join or leave. By means of exchanging pheromone intensity of part of paths, the algorithm provides agents with more choices as to which one to move and avoids prematurely reaching local optimal path. And parameters of the algorithm are determined by lots of simulation testing. And we also compare with other routing algorithms in unstructured P2P network in the end. 展开更多
关键词 RISK ant colony algorithm P2P
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Quantum algorithm for a set of quantum 2SAT problems
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作者 Yanglin Hu Zhelun Zhang Biao Wu 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第2期59-63,共5页
We present a quantum adiabatic algorithm for a set of quantum 2-satisfiability(Q2SAT)problem,which is a generalization of 2-satisfiability(2SAT)problem.For a Q2SAT problem,we construct the Hamiltonian which is similar... We present a quantum adiabatic algorithm for a set of quantum 2-satisfiability(Q2SAT)problem,which is a generalization of 2-satisfiability(2SAT)problem.For a Q2SAT problem,we construct the Hamiltonian which is similar to that of a Heisenberg chain.All the solutions of the given Q2SAT problem span the subspace of the degenerate ground states.The Hamiltonian is adiabatically evolved so that the system stays in the degenerate subspace.Our numerical results suggest that the time complexity of our algorithm is O(n^(3.9))for yielding non-trivial solutions for problems with the number of clauses m=dn(n-1)/2(d■0.1).We discuss the advantages of our algorithm over the known quantum and classical algorithms. 展开更多
关键词 adiabatic quantum computation quantum Hamiltonian algorithm quantum 2SAT problem
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Hybrid ants-like search algorithms for P2P media streaming distribution in ad hoc networks
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作者 ZUO Dong-hong DU Xu YANG Zong-kai 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2007年第8期1191-1198,共8页
Media streaming delivery in wireless ad hoc networks is challenging due to the stringent resource restrictions,po-tential high loss rate and the decentralized architecture. To support long and high-quality streams,one... Media streaming delivery in wireless ad hoc networks is challenging due to the stringent resource restrictions,po-tential high loss rate and the decentralized architecture. To support long and high-quality streams,one viable approach is that a media stream is partitioned into segments,and then the segments are replicated in a network and served in a peer-to-peer(P2P) fashion. However,the searching strategy for segments is one key problem with the approach. This paper proposes a hybrid ants-like search algorithm(HASA) for P2P media streaming distribution in ad hoc networks. It takes the advantages of random walks and ants-like algorithms for searching in unstructured P2P networks,such as low transmitting latency,less jitter times,and low unnecessary traffic. We quantify the performance of our scheme in terms of response time,jitter times,and network messages for media streaming distribution. Simulation results showed that it can effectively improve the search efficiency for P2P media streaming distribution in ad hoc networks. 展开更多
关键词 Ad hoc networks Media streaming distribution Search algorithms Peer to peer (P2P)
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