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Fixed-time distributed average consensus tracking for multiple Euler-Lagrange systems
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作者 SUN Guhao ZENG Qingshuang CAI Zhongze 《Journal of Systems Engineering and Electronics》 2025年第2期523-536,共14页
This paper investigates the sliding-mode-based fixed-time distributed average tracking (DAT) problem for multiple Euler-Lagrange systems in the presence of external distur-bances. The primary objective is to devise co... This paper investigates the sliding-mode-based fixed-time distributed average tracking (DAT) problem for multiple Euler-Lagrange systems in the presence of external distur-bances. The primary objective is to devise controllers for each agent, enabling them to precisely track the average of multiple time-varying reference signals. By averaging these signals, we can mitigate the influence of errors and uncertainties arising dur-ing measurements, thereby enhancing the robustness and stabi-lity of the system. A distributed fixed-time average estimator is proposed to estimate the average value of global reference sig-nals utilizing local information and communication with neigh-bors. Subsequently, a fixed-time sliding mode controller is intro-duced incorporating a state-dependent sliding mode function coupled with a variable exponent coefficient to achieve dis-tributed average tracking of reference signals, and rigorous ana-lytical methods are employed to substantiate the fixed-time sta-bility. Finally, numerical simulation results are provided to vali-date the effectiveness of the proposed methodology, offering insights into its practical application and robust performance. 展开更多
关键词 distributed average tracking(DAT) fixed-time con-vergence Euler-Lagrange systems sliding mode control
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Weighted average consensus problem in networks of agents with diverse time-delays 被引量:4
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作者 Wenhui Liu Feiqi Deng +1 位作者 Jiarong Liang Xuekui Yan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第6期1056-1064,共9页
This paper studies the weighted average consensus problem for networks of agents with fixed directed asymmetric unbalance information exchange topology. We suppose that the classical distributed consensus protocol is ... This paper studies the weighted average consensus problem for networks of agents with fixed directed asymmetric unbalance information exchange topology. We suppose that the classical distributed consensus protocol is destroyed by diverse time-delays which include communication time-delay and self time-delay. Based on the generalized Nyquist stability criterion and the Gerschgorin disk theorem, some sufficient conditions for the consensus of multi-agent systems are obtained. And we give the expression of the weighted average consensus value for our consensus protocol. Finally, numerical examples are presented to illustrate the theoretical results. 展开更多
关键词 networks of agents distributed control weighted average consensus TIME-DELAY digraph theory
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Preparation of high viscosity average molecular mass poly-L-lactide 被引量:2
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作者 周智华 阮建明 +2 位作者 邹俭鹏 周忠诚 申雄军 《Journal of Central South University of Technology》 EI 2006年第6期608-612,共5页
Poly-L-lactide(PLLA) was synthesized by ring-opening polymerization fi'om high purity L-lactide with tin octoate as initiator, and characterized by means of infi'ared, and ^1H-nuclear magnetic resonance. The influ... Poly-L-lactide(PLLA) was synthesized by ring-opening polymerization fi'om high purity L-lactide with tin octoate as initiator, and characterized by means of infi'ared, and ^1H-nuclear magnetic resonance. The influences of initiator concentration, polymerization temperature and polymerization time on the viscosity average molecular mass of PLLA were investigated. The effects of different purification methods on the concentration of initiator and viscosity average molecular mass were also studied. PLLA with a viscosity average molecular mass of about 50.5×1^04 was obtained when polymerization was conducted for 24 h at 140℃ with the molar ratio of monomer to purification initator being 12 000. After purification, the concentration of tin octoate decreases; however, the effect of different purification methods on the viscosity average molecular mass of PLLA is different, and the obtained PLLA is a typical amorphous polymeric material. The crystallinity of PLLA decreases with the increase of viscosity average molecular mass. 展开更多
关键词 POLY-L-LACTIDE POLYMERIZATION PURIFICATION high viscosity average molecular mass
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Average cluster sizes and cluster size distributions of superfine nickel particles in light media
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作者 李敬生 杜飞虎 王娟 《Journal of Central South University》 SCIE EI CAS 2009年第3期399-404,共6页
Effects of shear rates on average cluster sizes (ACSs) and cluster size distributions (CSDs) in uni- and bi-systems of partly charged superfine nickel particles were investigated by Brownian dynamics, and clustering p... Effects of shear rates on average cluster sizes (ACSs) and cluster size distributions (CSDs) in uni- and bi-systems of partly charged superfine nickel particles were investigated by Brownian dynamics, and clustering properties in these systems were compared with those in non-polar systems. The results show that the ACSs in bi-polar systems are larger than those in the non-polar systems. In uni-polar systems the behavior of clustering property differs: at the lower ionic concentration (10%), repulsive force is not strong enough to break clusters, but may greatly weaken them. The clusters are eventually cracked into smaller ones only when concentration of uni-polar charged particles is large enough. In this work, the ionic concentration is 20%. The relationship between ACS and shear rates follows power law in a exponent range of 0.176-0.276. This range is in a good agreement with the range of experimental data, but it is biased towards the lower limit slightly. 展开更多
关键词 ionic concentration average cluster sizes cluster size distribution power law
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Estimation of Average Relationship Coefficient in Animal Population
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作者 YANGYun-qing LUJin 《Journal of Northeast Agricultural University(English Edition)》 CAS 2000年第1期21-24,共4页
It is not reasonable to estimate the average relationship degree in statistics by using the mean of relationship coefficients between the individuals in a animal population.According to different usage of relationship... It is not reasonable to estimate the average relationship degree in statistics by using the mean of relationship coefficients between the individuals in a animal population.According to different usage of relationship coefficient,the estimation method of average relationship coefficient in animal population was disscussed by using Z transformation or CSC transformation,respectively,when relationship coefficient shows relationship degree or probability. 展开更多
关键词 average relationship coefficient estimation method Z transformation CSC transformation
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Simulation of light environment in a serrated photovoltaic greenhouse and optimization of daylighting roofs based on Design Builder
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作者 LIU Jian WU Xuyong +2 位作者 WANG Baolong WU Qingsen TIAN Libo 《农业工程学报》 北大核心 2025年第7期211-221,共11页
In the tropical regions represented by Hainan,there are abundant solar and thermal resources,and it is relatively suitable for the construction of photovoltaic greenhouse(PVG).However,the construction of PVG still rel... In the tropical regions represented by Hainan,there are abundant solar and thermal resources,and it is relatively suitable for the construction of photovoltaic greenhouse(PVG).However,the construction of PVG still relies mainly on experience and is incapable of quantifying the balance between the photovoltaic(PV)generation and the light requirements for agricultural production.As a result,actual PVGs are primarily PV-based,without carefully considering the needs of agricultural daylighting.To quantify the influence of the design parameters of PVGs and the layout of PV panels on the internal daylighting of serrated PVGs,and to optimize the daylighting design of the roof,this paper utilizes the Design Builder software to establish gradient models for a multi-span serrated-type PVG in tropical regions.Gradient models were established in terms of aspects,namely span,width of longitudinal/transverse daylighting strip,height,roof angle,and photovoltaic panel coverage rate(PCR).Daylighting in the greenhouse of each gradient model was simulated,and with the annual average daily light integral(A_(DLI))and distribution uniformity(DU)as evaluation indicators,the influence of various design parameters on the daylighting inside the greenhouse was quantified.The result reveals that:(1)PCR is the decisive indicator for daylighting in the PVG,and a function between PCR and the A_(DLI) is derived as A_(DLI)=-15.5 PCR+16.841;(2)Increasing the width of longitudinal daylighting strip significantly improves the A_(DLI) and enhances DU while increasing the span has a noticeable effect on improving A_(DLI) but does not significantly enhance DU;(3)Increasing the eave height without changing PCR does not enhance A_(DLI) but effectively improves DU;increasing the transverse daylighting strip and adjusting the roof angle hardly improves A_(DLI).In summary,it is recommended that the optimal span for PVGs in tropical regions be set within the range of 6.5-8.0m,and the eave height be set within the range of 2.5-3.5m.Preferably,the longitudinal daylighting strip with a width ranging from 0.5-0.8m should be installed.Based on the above relationship function,the PCR can be calculated according to the appropriate light demand for the cultivated crops.The daylighting design theory proposed in this paper can provide a theoretical basis and reference for the healthy development of the PV industry in tropical regions. 展开更多
关键词 photovoltaic greenhouse annual average daily light integral greenhouse design parameters DAYLIGHTING tropical regions
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Gender differences in the burden of near vision loss in China:An analysis based on GBD 2021 data
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作者 LIU Yu ZHU Liping +4 位作者 LIN Yanhui WANG Yanbing XIONG Kun LI Xuhong YAN Wenguang 《中南大学学报(医学版)》 北大核心 2025年第6期1030-1041,共12页
Objective:Near vision loss(NVL)is one of the leading causes of visual impairment worldwide,exerting a profound impact on individual quality of life and socio-economic development.This study aims to analyze the burden ... Objective:Near vision loss(NVL)is one of the leading causes of visual impairment worldwide,exerting a profound impact on individual quality of life and socio-economic development.This study aims to analyze the burden of NVL in China by sex and age groups from 1990 to 2021 and to project trends over the next 15 years.Methods:Using data from the Global Burden of Disease(GBD)2021 database,we conducted descriptive analyses of NVL prevalence in China,calculated age-standardized prevalence rates(ASPR)and age-standardized disability-adjusted life years rates(ASDR)to compare burden differences between sexes and age groups,and applied an autoregressive integrated moving average(ARIMA)model to predict NVL trends for the next 15 years.The model selection was based on best-fit criteria to ensure reliable projections.Results:From 1990 to 2021,China’s ASPR of NVL rose from 10096.24/100000 to 15624.54/100000,and ASDR increased from 101.75/100000 to 158.75/100000.In 2021,ASPR(16551.70/100000)and ASDR(167.69/100000)were higher among females than males(14686.21/100000 and 149.76/100000,respectively).China ranked highest globally in both NVL cases and disability-adjusted life years(DALYs),with female burden significantly exceeding male burden.Projections indicated this trend and sex gap will persist until 2036.Compared with 1990,the prevalence cases and DALYs increased by 239.20%and 238.82%,respectively in 2021,with the highest burden among females and the 55−59 age group.The ARIMA model predicted continued increases in prevalence and DALYs by 2036,with females maintaining a higher burden than males.Conclusion:This study reveals a marked increase in the NVL burden in China and predicts continued growth in the coming years.Public health policies should prioritize NVL prevention and control,with special attention to women and middle-aged populations to mitigate long-term societal and health impacts. 展开更多
关键词 China near vision loss Global Burden of Disease database autoregressive integrated moving average model gender differences
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Asynchronously fault detection for flight vehicles with unstable modes via MDLF and MDADT method
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作者 Sheng Luo Xin Liu +2 位作者 Yanfei Cheng Shiyu Shuai Haoyu Cheng 《Defence Technology(防务技术)》 2025年第7期417-436,共20页
This research focuses on detecting faults in flight vehicles with unstable subsystems operating asynchronously.By accounting for asynchronous switching,a switched model is established,and filters for fault detection(F... This research focuses on detecting faults in flight vehicles with unstable subsystems operating asynchronously.By accounting for asynchronous switching,a switched model is established,and filters for fault detection(FD)in unstable subsystems are developed.The FD challenge is then transformed into an H∞filtering issue.Utilizing the multiple discontinuous Lyapunov function(MDLF)approach and the mode-dependent average dwell time(MDADT)method,sufficient conditions are derived to ensure stability during both fast and slow switching.Furthermore,the existence and solutions for FD filters are provided through linear matrix inequalities(LMIs).The simulation outcomes demonstrated the excellent performance of the developed method in studied cases. 展开更多
关键词 Fault detection Asynchronous switching H∞filtering Multiple discontinuous lyapunov function Mode-dependent average dwell time Linear matrix inequalities(LMIs)
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水陆两栖飞机全机模型静水滑行水动性能预报 被引量:3
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作者 张杜文 李新颖 +1 位作者 吴彬 曹楷 《科学技术与工程》 北大核心 2024年第6期2581-2589,共9页
水面起飞性能是水面飞行器的基本性能,也是总体技术的核心,涉及多个学科领域。水陆两栖飞机水面高速滑行水动力性能与排水型船不同,具有速度高、运动复杂等特点,高速滑行时一方面受到较大的水动升力,另一方面受到机翼的升力。结合水陆... 水面起飞性能是水面飞行器的基本性能,也是总体技术的核心,涉及多个学科领域。水陆两栖飞机水面高速滑行水动力性能与排水型船不同,具有速度高、运动复杂等特点,高速滑行时一方面受到较大的水动升力,另一方面受到机翼的升力。结合水陆两栖飞机水面高速滑行特点,利用雷诺平均法(Reynolds average navier-stokes, RANS)数值方法和重叠网格技术对水陆两栖飞机全机模型开展数值仿真模拟,分析了自由液面水气分布、机身底部压力分布特征,并将阻力、姿态和升沉与水池模型试验结果进行对比,验证了数值方法的准确性,为水陆两栖飞机静水滑行水动性能数值预报提供技术基础。 展开更多
关键词 水陆两栖飞机全机模型 雷诺平均法(Reynolds average navier-stokes)重叠网格 水动性能数值预报
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Effects of pooling,specialization,and discretionary task completion on queueing performance
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作者 JIANG Houyuan 《运筹学学报(中英文)》 CSCD 北大核心 2024年第3期81-96,共16页
Pooling,unpooling/specialization,and discretionary task completion are typical operational strategies in queueing systems that arise in healthcare,call centers,and online sales.These strategies may have advantages and... Pooling,unpooling/specialization,and discretionary task completion are typical operational strategies in queueing systems that arise in healthcare,call centers,and online sales.These strategies may have advantages and disadvantages in different operational environments.This paper uses the M/M/1 and M/M/2 queues to study the impact of pooling,specialization,and discretionary task completion on the average queue length.Closed-form solutions for the average M/M/2 queue length are derived.Computational examples illustrate how the average queue length changes with the strength of pooling,specialization,and discretionary task completion.Finally,several conjectures are made in the paper. 展开更多
关键词 queuing systems pooling SPECIALIZATION discretionary task completion average queue length
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黑龙江桦南地区黑龙江杂岩锆石U-Pb定年 被引量:30
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作者 李旭平 焦丽香 +3 位作者 郑庆道 董晓 孔凡梅 宋召军 《岩石学报》 SCIE EI CAS CSCD 北大核心 2009年第8期1909-1916,共8页
黑龙江杂岩主要由绿片岩相变质岩和糜棱岩化构造片岩组成,长期以来与麻山杂岩一起被认为代表佳木斯地块的前寒武纪基底,但这种认识缺乏可信的同位素年代学及古生物资料的支持。对出露于黑龙江省东部桦南地区湖南营组绿片岩进行了锆石LA-... 黑龙江杂岩主要由绿片岩相变质岩和糜棱岩化构造片岩组成,长期以来与麻山杂岩一起被认为代表佳木斯地块的前寒武纪基底,但这种认识缺乏可信的同位素年代学及古生物资料的支持。对出露于黑龙江省东部桦南地区湖南营组绿片岩进行了锆石LA-ICP-MS U-Pb定年研究。结果显示锆石的Th/U比值为0.27~1.27,变化较大;获得两组^(206)Ph/^(238)U年龄数据:其加权平均年龄分别为:511±10Ma(n=13,MSWD=1.6)和274.7±3.6Ma(n=9,MSWD=0.91)。黑龙江杂岩中最老的年龄969~747Ma表现来自中元古和新元古代。这些年龄与黑龙江杂岩的年龄与来自俯冲碰撞变质事件的~511Ma的年龄结合起来,表明黑龙江杂岩中含有经历晚新元古——早古生代造山作用的碎屑锆石,亦或代表着在俯冲拼贴过程中混入的麻山杂岩块体。~275Ma年龄反映黑龙江杂岩经历的一次碰撞造山事件,可能与晚古生代古亚洲洋闭合相关。 展开更多
关键词 黑龙江省 桦南 地区 麻山杂岩 碎屑锆石 U-Pb定年 complex zircon dating weighted average ages METAMORPHIC age 同位素年代学 前寒武纪基底 碰撞造山事件 绿片岩相 古亚洲洋闭合 佳木斯地块 造山作用 早古生代 新元古代
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传感器网络中过滤机制下高效top-k查询处理技术 被引量:2
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作者 张慧 郑吉平 韩秋廷 《小型微型计算机系统》 CSCD 北大核心 2014年第1期44-49,共6页
如何能量高效的进行top-k查询处理是无线传感器网络领域中的一个重要课题.节点设置过滤窗口可以避免与top-k查询无关的数据上传到汇聚节点或者基站,因而大大减少传感器网络的通信量,节省传感器节点能量.然而,已有算法如FILA、DAFM,基站... 如何能量高效的进行top-k查询处理是无线传感器网络领域中的一个重要课题.节点设置过滤窗口可以避免与top-k查询无关的数据上传到汇聚节点或者基站,因而大大减少传感器网络的通信量,节省传感器节点能量.然而,已有算法如FILA、DAFM,基站到传感器节点的过滤窗口更新中仍然存在很大开销.提出一种基于预测信息更新窗口的top-k查询算法FAPU,该算法根据历史数据采用ARIMA时间序列预测模型对接下来s个时刻的传感器数据进行预测,根据预测信息进行多步窗口更新的代价评估,避免不必要的窗口更新,从而减小窗口更新的能量消耗.实验结果表明在确保top-k查询准确性的同时,本文所提出的FAPU算法与已有算法相比更加能量有效. 展开更多
关键词 无线传感器网络 TOP-K Filter-based Monitoring Approach(FILA) 时间序列 AUTOREGRESSIVE Integrated Moving average (ARIMA)
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一个计算超滤膜平均孔径的新公式 被引量:1
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作者 丁马太 何旭敏 余乃梅 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 1991年第5期546-548,共3页
膜的平均孔径是多孔性分离膜的重要参数。因此,它的准确测定有着重要意义。目前,通常采用的有哈根-泊肃叶(Hagen-Poiseuille)法和扫描电镜(SEM)法。哈根-泊肃叶法主要依据是泊肃叶定律。假设所有膜孔都是垂直于膜面、半径相等的圆形直... 膜的平均孔径是多孔性分离膜的重要参数。因此,它的准确测定有着重要意义。目前,通常采用的有哈根-泊肃叶(Hagen-Poiseuille)法和扫描电镜(SEM)法。哈根-泊肃叶法主要依据是泊肃叶定律。假设所有膜孔都是垂直于膜面、半径相等的圆形直管。此时,膜孔长度1可取膜厚度的值。当膜的孔密度为n、膜两侧工作压差为Δp时,则粘滞系数为η的液体在t时间内透过工作面积为A的多孔膜的体积流量Q与膜孔半径r有如下关系: 展开更多
关键词 average PORE size of UF membrane SEM method Hagen-Poiseuille LAW
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基于改进的双极Slope One算法的农业信息推荐模型研究 被引量:1
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作者 张启宇 宋瑶 +1 位作者 陈英义 封文杰 《安徽农业科学》 CAS 2014年第29期10394-10396,共3页
为了在海量信息中为用户提供有价值的信息,个性化在线推荐系统是农业信息化综合服务平台的重要组成部分。Slope One算法因简单高效被许多在线推荐系统使用。对Slope One算法进行研究,并结合农业信息化综合服务平台的特点,提出了农业信... 为了在海量信息中为用户提供有价值的信息,个性化在线推荐系统是农业信息化综合服务平台的重要组成部分。Slope One算法因简单高效被许多在线推荐系统使用。对Slope One算法进行研究,并结合农业信息化综合服务平台的特点,提出了农业信息推荐模型。该模型按资源类别把用户评分矩阵划分为评分子矩阵,在此基础上采用杰卡德统一算子距离相似度算法建立用户类别近邻用户,采用改进的双极Slope One算法和Item user average算法相结合的方式对未访问资源进行评分预测,有效降低计算量,并提高了评分预测精度,既适合稠密数据集,又适合稀疏数据集。 展开更多
关键词 杰卡德统一算子距离相似度算法 双极Slope one算法 ITEM user average算法 农业信息 个性化推荐
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基于ARIMA模型对上证指数的预测 被引量:10
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作者 白营闪 《科学技术与工程》 2009年第16期4885-4888,共4页
股票价格涉及很多不确定因素,且各个因素之间的相关关系错综复杂,因此要从理论上彻底弄清楚股市的变化机理十分困难。然而股市是一个运动的、特殊的系统,它必然存在着规律。以上证综合指数为例,利用EVIEWS软件对其股票价格建立ARIMA模型... 股票价格涉及很多不确定因素,且各个因素之间的相关关系错综复杂,因此要从理论上彻底弄清楚股市的变化机理十分困难。然而股市是一个运动的、特殊的系统,它必然存在着规律。以上证综合指数为例,利用EVIEWS软件对其股票价格建立ARIMA模型,提出了股票价格序列的一步向前静态预测方法,用于股票价格序列的建模及股价短期预测,希望为企业和投资者在进行相关决策时提供有益的参考。 展开更多
关键词 上证综合指数 自回归移动平均模型(Autoregressive Integrated Moving average Model ARIMA模型) 计量经济学 观察(Econometrics VIEWS EVIEWS)
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Improved direct P code acquisition technique 被引量:4
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作者 Xu Ying Wang Ju Wu Siliang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第5期948-953,共6页
P code direct acquisition is an important technology in satellite navigation system. As the P code has a long period, it is hard to directly acquire. The traditional average method can process multiple code phases in ... P code direct acquisition is an important technology in satellite navigation system. As the P code has a long period, it is hard to directly acquire. The traditional average method can process multiple code phases in a time to shorten the acquisition time. But with the increase of average phase error of the input signal and the local code, the correlation signal-to-noise ratio (SNR) loss increases. To reduce the SNR loss, an improved average method is introduced. A new sequence is generated with a summation of phase shifting sequences to decrease correlation peak loss. Simulation results show that compared with direct average method, the improved average method effectively increases correlation SNR. 展开更多
关键词 P code ACQUISITION direct average algorithm improved average algorithm.
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PointPCA:一种三维空间点云的特征提取算法 被引量:1
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作者 季钰林 钟剑丹 +2 位作者 李英祥 傅俊杰 刘家威 《计算机应用研究》 CSCD 北大核心 2023年第1期294-298,共5页
点云是一个庞大点的集合而且拥有重要的几何结构。由于其庞大的数据量,不可避免地就会在某些区域内出现一些相似点,这就使得在进行特征提取时提取到一些重复的信息,造成计算冗余,降低训练的准确率。针对上述问题,提出了一种新的神经网... 点云是一个庞大点的集合而且拥有重要的几何结构。由于其庞大的数据量,不可避免地就会在某些区域内出现一些相似点,这就使得在进行特征提取时提取到一些重复的信息,造成计算冗余,降低训练的准确率。针对上述问题,提出了一种新的神经网络——PointPCA,可以有效地解决上述问题;在PointPCA中,总共分为三个模块:a)采样模块,提出了一种average point sampling(APS)采样方法,可以有效地规避一些相似的点,得到一组近似代表这组点云的新的点集;b)特征提取模块,采用分组中的思想,对这组新的点的集合进行多尺度空间特征提取;c)拼接模块,将每一尺度提取的特征向量拼接到一起组合为一个特征向量。经过实验表明,PointPCA比PointNet在准确率方面提升了4.6%,比PointNet++提升了1.1%;而且在mIoU评估测试中也有不错的效果。 展开更多
关键词 PointPCA average point sampling 多尺度空间特征提取 特征向量
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天气衍生品气温预测模型对比研究 被引量:1
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作者 张雪 罗志红 江婧 《计算机科学》 CSCD 北大核心 2021年第S01期169-177,共9页
气温衍生品是天气衍生品交易中最活跃的合约之一,确定合理预测气温动态变化的模型,是气温衍生品开发设计的基础。考虑到气温在时间变化上具有趋势性、季节性和周期性等特点,文中使用了以O-U均值回复过程为基础的Continuous Time Autoreg... 气温衍生品是天气衍生品交易中最活跃的合约之一,确定合理预测气温动态变化的模型,是气温衍生品开发设计的基础。考虑到气温在时间变化上具有趋势性、季节性和周期性等特点,文中使用了以O-U均值回复过程为基础的Continuous Time Autoregressive Model(CAR)模型、Seasonal Autoregressive Integrated Moving Average(SARIMA)模型和小波神经网络算法,并选择漠河、北京、乌鲁木齐、芜湖、昆明和海口具有地域性代表的城市气温进行拟合,使用无偏绝对百分比误差、绝对百分比误差和平均绝对比例误差检验指标检验了模型的预测精度。研究结果表明,小波神经网络算法在预测6个城市的无偏绝对百分比误差、绝对百分比误差和平均绝对比例误差的值最小;同时,相比CAR模型、SARIMA模型,其预测效果最优。因此,小波神经网络算法能够很好地拟合气温数据的变化,可以为我国气温天气衍生品的定价提供一定的指导。 展开更多
关键词 气温天气衍生品 预测气温 Continuous Time Autoregressive模型 Seasonal Autoregressive Integrated Moving average模型 小波神经网络算法
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Rheological properties of tailing paste slurry 被引量:14
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作者 王新民 李建雄 +1 位作者 肖智政 肖卫国 《Journal of Central South University of Technology》 EI 2004年第1期75-79,共5页
The initial shear stress and plastic cohesion ( η ) are the most important parameters reflecting the rheological properties of the paste slurry. The rheological parameters as well as the quantitative relationship amo... The initial shear stress and plastic cohesion ( η ) are the most important parameters reflecting the rheological properties of the paste slurry. The rheological parameters as well as the quantitative relationship among the consumption of different fill materials were obtained through the experiment and research on these parameters. They can be used to predict the scope of the values of τ and η in production for a given ratio, which can reduce the conveying resistance of fill slurry along the pipelines and avoid the blockage of the pipelines. It is found that the rheological model of the total tailing slurry belongs to the Bingham type, which has a feature of strong internal structure and large initial shear stress. The calculation formula for the resistance loss of pipelines conforms nicely to the field test and the actual production in Jinchuan Nickel Mine. 展开更多
关键词 FILL rheological property regression analysis reliability engineering average tailing paste slurry
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MABAC method for multiple attribute group decision making under q-rung orthopair fuzzy environment 被引量:8
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作者 Jie Wang Guiwu Wei +1 位作者 Cun Wei Yu Wei 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第1期208-216,共9页
As the generalization of intuitionistic fuzzy set(IFS) and Pythagorean fuzzy set(PFS),the q-rung orthopair fuzzy set(q-ROFS) has emerged as a more meaningful and effective tool to solve multiple attribute group decisi... As the generalization of intuitionistic fuzzy set(IFS) and Pythagorean fuzzy set(PFS),the q-rung orthopair fuzzy set(q-ROFS) has emerged as a more meaningful and effective tool to solve multiple attribute group decision making(MAGDM) problems in management and scientific domains.The MABAC(multi-attributive border approximation area comparison) model,which handles the complex and uncertain decision making issues by computing the distance between each alternative and the bored approximation area(BAA),has been investigated by an increasing number of researchers more recent years.In our article,consider the conventional MABAC model and some fundamental theories of q-rung orthopair fuzzy set(q-ROFS),we shall introduce the q-rung orthopair fuzzy MABAC model to solve MADM problems.at first,we briefly review some basic theories related to q-ROFS and conventional MABAC model.Furthermore,the q-rung orthopair fuzzy MABAC model is built and the decision making steps are described.In the end,An actual MADM application has been given to testify this new model and some comparisons between this novel MABAC modeL and two q-ROFNs aggregation operators are provided to further demonstrate the merits of the q-rung orthopair fuzzy MABAC model. 展开更多
关键词 MAGDM problems Q-rung orthopair FUZZY sets(q-ROFSs) MABAC MODEL Q-rung orthopair FUZZY WEIGHTED average(q-ROFWA)operators Q-rung orthopair FUZZY WEIGHTED geometric(q-ROFWG)operators Q-ROFNs MABAC MODEL Construction project
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