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Intelligent NURBS Interpolator Based on the Adaptive Feedrate Control 被引量:14
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作者 张得礼 周来水 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2007年第5期469-474,共6页
To satisfy the need for high-speed and high-accuracy machining of NURBS curve. Firstly the form of NURBS curve is analyzed and Talor's expansion of the parameter u with respect to time t is used to obtain the algorit... To satisfy the need for high-speed and high-accuracy machining of NURBS curve. Firstly the form of NURBS curve is analyzed and Talor's expansion of the parameter u with respect to time t is used to obtain the algorithm of the first order approximation interpolation. Secondly, based on the algorithm of the controlled chord error interpolator, an intelligent interpolation algorithm of the adaptive feedrate control is proposed. According to the actual machining capacity of machine tools, this algorithm uses look-ahead method, which dispenses with the complicated computation of the end point estimation of NURBS curve, to analyze the curve segment required by the maximum deceleration distance. Thus, the feedrate could decrease in advance and vary with the curvature and the variation ratio of curvature, which makes machining motion quite smooth. Not only could high accuracy and fine surface quality be achieved during high-speed machining, but also the overload of cutter tools is avoided on comers. Finally, in order to facilitate the calculation of interpolation, the dynamic matrix representation and efficient algorithm of curvature computation of the NURBS curve are presented, 展开更多
关键词 CNC NURBS curve INTERPOLATION high-speed machining
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NURBS CURVE INTERPOLATOR WITH ADAPTIVE ACCELERATION-DECELERATION CONTROL 被引量:2
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作者 刘凯 赵东标 陆永华 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2008年第4期241-247,共7页
The feedrate profile of non-uniform rational B-spline (NURBS) interpolation due to the contour errors is analyzed. A NURBS curve interpolator with adaptive acceleration-deceleration control is presented. In interpo-... The feedrate profile of non-uniform rational B-spline (NURBS) interpolation due to the contour errors is analyzed. A NURBS curve interpolator with adaptive acceleration-deceleration control is presented. In interpo- lation preprocessing, the sensitive zones of feedrate variations are processed with acceleration-deceleration control. By using the proposed algorithm, the machining accuracy is guaranteed and the feedrate is adaptively adjusted to he smoothed. The mechanical shock imposed in the servo system is avoided by the first and the second time derivatives of feedrates. A simulation of NURBS interpolation is given to demonstrate the validity and the effectiveness of the algorithm. The proposed interpolator can also be applied to the trajectory planning of the other parametric curves. 展开更多
关键词 numerical control systems INTERPOLATION adaptive algorithms NURBS curve interpolator adaptive acceleration and deceleration limited jerk
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Design and Implementation of a Novel Area-Efficient Interpolator 被引量:2
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作者 彭云峰 孔德睿 周锋 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2006年第7期1164-1169,共6页
This paper presents the design considerations and implementation of an area-efficient interpolator suitable for a delta-sigma D/A converter. In an effort to reduce the area and design complexity, a method for designin... This paper presents the design considerations and implementation of an area-efficient interpolator suitable for a delta-sigma D/A converter. In an effort to reduce the area and design complexity, a method for designing an FIR filter as a tapped cascaded interconnection of identical subfilters is modified. The proposed subfilter structure further minimizes the arithmetic number. Experimental results show that the proposed interpolator achieves the design specification,exhibiting high performance and hardware efficiency,and also has good noise rejection capability. The interpolation filter can be applied to a delta-sigma DAC and is fully functional. 展开更多
关键词 delta-sigma digital-to-analog converter interpolator halfband filter
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Analysis and Design of a Phase Interpolator for Clock and Data Recovery 被引量:5
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作者 孙烨辉 江立新 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2008年第5期930-935,共6页
In this paper,a detailed analysis of a phase interpolator for clock recovery is presented. A mathematical model is setup for the phase interpolator and we perform a precise analysis using this model. The result shows ... In this paper,a detailed analysis of a phase interpolator for clock recovery is presented. A mathematical model is setup for the phase interpolator and we perform a precise analysis using this model. The result shows that the output amplitude and linearity of phase interpolator is primarily related to the difference between the two input phases. A new encoding pattern is given to solve this problem. Analysis in the circuit domain was also undertaken. The simulation results show that the relation between RC time-constant and time difference of input clocks affects the linearity of the phase interpolator. To alleviate this undesired effect, two adjustable-RC buffers are added at the input of the PI. Finally,a 90nm CMOS phase interpolator,which can work in the frequency from 1GHz to 5GHz,is proposed. The power dissipation of the phase interpolator is lmW with a 1.2V power supply. Experiment results show that the phase interpolator has a monotone output phase and good linearity. 展开更多
关键词 phase interpolator clock and data recovery CMOS
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A Phase Interpolator CDR with Low-Voltage CML Circuits
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作者 Li-Nan Li Wei-Peng Cai 《Journal of Electronic Science and Technology》 CAS 2012年第4期314-318,共5页
In this paper, a phase interpolator clock and data recovery (CDR) with low-voltage current mode logic (CML) latched, buffers, and muxes is presented. Because of using the CML circuits, the CDR can operate in a low... In this paper, a phase interpolator clock and data recovery (CDR) with low-voltage current mode logic (CML) latched, buffers, and muxes is presented. Because of using the CML circuits, the CDR can operate in a low supply voltage. And the original swing of the differential inputs and outputs is less than that of the CMOS logic. The power supply voltage is 1.2 V, and the static current consumption is about 20 mA. In this phase interpolator CDR, the charge pump and loop filter are replaced by a digital filter. And this structure offers the benefits of increased system stability and faster acquisition. 展开更多
关键词 Clock and data recovery current mode logic low voltage phase interpolator.
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多边形轴类零件的数控车削方法研究与开发
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作者 罗祥玮 刘建群 夏鸿建 《制造技术与机床》 北大核心 2026年第1期99-106,共8页
针对多边形轴类零件加工效率较低的问题,研究与开发了一种多边形截面车削方法。首先,建立了刀具轴与主轴运动的数学模型,推导了刀尖相对工件的合成运动轨迹方程,分析了刀具轴与主轴的转速比及相位角关系对目标轮廓的影响规律。其次,构... 针对多边形轴类零件加工效率较低的问题,研究与开发了一种多边形截面车削方法。首先,建立了刀具轴与主轴运动的数学模型,推导了刀尖相对工件的合成运动轨迹方程,分析了刀具轴与主轴的转速比及相位角关系对目标轮廓的影响规律。其次,构建了刀具轴运动控制的算法流程,在加减速过程中采用了三段式四阶位移曲线完成刀具轴不同转速间的平滑过渡,在车削过程中针对负载波动问题提出了一种基于梯形速度曲线的自适应插补算法。最后,提出了一种伺服系统跟踪误差补偿机制,解决了在不同跟踪误差下加工截面相位角不一致的问题。经数控车床加工实验,结果表明,在加工四方轴零件时车削相较铣削方法加工效率提升了63%,加工精度符合要求,且车削方法能够适用于不同多边形轴的加工,验证了所提方法的有效性。 展开更多
关键词 多边形车削 运动控制 自适应插补 同步跟随 误差补偿
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六自由度喷涂机器人设计与轨迹优化研究
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作者 杨杰 熊珍凯 +1 位作者 党进 秦基伟 《煤矿机械》 2026年第1期63-68,共6页
煤矿行业作业环境复杂、安全风险高,喷涂机器人作为煤矿智能化转型的关键装备变得愈发重要。以六自由度喷涂机器人为研究对象,通过改进型D-H法建立坐标系并进行运动分析,利用蒙特卡洛法分析其工作空间。在轨迹规划方面,对三次、五次、... 煤矿行业作业环境复杂、安全风险高,喷涂机器人作为煤矿智能化转型的关键装备变得愈发重要。以六自由度喷涂机器人为研究对象,通过改进型D-H法建立坐标系并进行运动分析,利用蒙特卡洛法分析其工作空间。在轨迹规划方面,对三次、五次、七次多项式插值法进行详细对比,结果表明五次多项式插值在保证轨迹平滑性的同时,亦有良好的动态性能。实验通过激光跟踪仪测试拐角偏差,结果显示圆角误差和拐角超调量均满足标准,验证了机器人结构设计的可靠性和轨迹的准确性,提升了煤矿支护喷涂效率,具有一定的推广应用价值。 展开更多
关键词 喷涂机器人 轨迹规划 多项式插值 运动学分析
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Realization Methodology of a 5-axis Spline Interpolator in an Open CNC System 被引量:11
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作者 Wang Yongzhang Ma Xiongbo Chen Liangji Han Zhenyu 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2007年第4期362-369,共8页
By making use of the advantages of non-uniform rational B-spline (NURBS) curves to represent spatial curves, an instruction format with double NURBS curves suitable for 5-axis coordinated real-time interpolation is ... By making use of the advantages of non-uniform rational B-spline (NURBS) curves to represent spatial curves, an instruction format with double NURBS curves suitable for 5-axis coordinated real-time interpolation is presented to replace the current 5-axis coordinated linear interpolation method defective in low-speed, low-accuracy and enormous numerical control (NC) files in sculptured surface machining. A generation procedure of the NC files with the presented format is introduced and the method to realize the interpolation in an open computer numerical control (CNC) system is developed by ourselves. These illustrated the feasibility of the proposed method and its capability of avoiding all the shortages of 5-axis linear interpolation method. 展开更多
关键词 open CNC system sculptured surface 5-axis machining NURBS INTERPOLATION
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An Optimal Feed Interpolator Based on G^2 Continuous Bézier Curves for High-Speed Machining of Linear Tool Path 被引量:7
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作者 Yongqiao Jin Sheng Zhao Yuhan Wang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2019年第3期109-118,共10页
A numerical control (NC) tool path of digital CAD model is widely generated as a set of short line segments in machining. However, there are three shortcomings in the linear tool path, such as discontinuities of tange... A numerical control (NC) tool path of digital CAD model is widely generated as a set of short line segments in machining. However, there are three shortcomings in the linear tool path, such as discontinuities of tangency and curvature, huge number of line segments, and short lengths of line segments. These disadvantages hinder the development of high speed machining. To smooth the linear tool path and improve machining efficiency of short line segments, this paper presents an optimal feed interpolator based on G^2 continuous Bézier curves for the linear tool path. First, the areas suitable for fitting are screened out based on the geometric characteristics of continuous short segments (CSSs). CSSs in every area are compressed and fitted into a G^2 Continuous Bézier curve by using the least square method. Then a series of cubic Bézier curves are generated. However, the junction between adjacent Bézier curves is only G^0 continuous. By adjusting the control points and inserting Bézier transition curves between adjacent Bézier curves, the G^2 continuous tool path is constructed. The fitting error is estimated by the second-order Taylor formula. Without iteration, the fitting algorithm can be implemented in real-time environment. Second, the optimal feed interpolator considering the comprehensive constraints (such as the chord error constraint, the maximum normal acceleration, servo capacity of each axis, etc.) is proposed. Simulation and experiment are conducted. The results shows that the proposed method can generate smooth path, decrease the amount of segments and reduce machining time for machining of linear tool path. The proposed research provides an effective method for high-speed machining of complex 2-D/3-D profiles described by short line segments. 展开更多
关键词 G^2 CONTINUOUS path Least SQUARE method High-speed MACHINING CONTINUOUS short SEGMENTS Optimal FEED interpolator Data compression
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Experimental and numerical investigation on surface quality for two-point incremental sheet forming with interpolator 被引量:4
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作者 Xiaoqiang LI Kai HAN +4 位作者 Xu SONG Haibo WANG Dongsheng LI Yanle LI Qing LI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第10期2794-2806,共13页
The unsatisfied surface quality seriously impedes the wide application of incremental sheet forming(ISF)in industrial field.As a novel approach,the interpolator method is a promising strategy to enhance the surface qu... The unsatisfied surface quality seriously impedes the wide application of incremental sheet forming(ISF)in industrial field.As a novel approach,the interpolator method is a promising strategy to enhance the surface quality in ISF.However,the mechanism for the improvement of surface quality and the influence of interpolator properties on surface roughness are not well understood.In this paper,the influences of process variables(i.e.tool diameter,step size and thickness of interpolators)on the forming process(e.g.surface roughness,forming force and geometric error)are investigated through a systematic experimental approach of central composite design(CCD)in two-point incremental sheet forming(TPIF).It is obtained that the increase in thickness of interpolators decreases the surface roughness in direction vertical to the tool path while increases the surface roughness in direction horizontal to the tool path.Nevertheless,the combined influence between thickness of interpolators and process parameters(tool diameter and step size)is limited.Meanwhile,the placement of interpolator has little influence on the effective forming force of blank.In addition,the geometric error enlarges with the increase of step size and thickness of interpolator while decreases firstly and then increase with an increase in tool diameter.Finally,the influencing mechanism of the interpolator method on surface quality can be attributed to the decrease of thecontact pressure due to the increase of contact area with the unchanged contact force.Meanwhile,the interpolator method eliminates the sliding friction on the surface of blank due to the stable relative position between the blank and the interpolator. 展开更多
关键词 Forming force Geometric error interpolator Process parameter Surface quality Two-point incremental sheet forming
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Development of FPGA Based NURBS Interpolator and Motion Controller with Multiprocessor Technique 被引量:2
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作者 ZHAO Huan ZHU Limin +1 位作者 XIONG Zhenhua DING Han 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第5期940-947,共8页
The high-speed computational performance is gained at the cost of huge hardware resource,which restricts the application of high-accuracy algorithms because of the limited hardware cost in practical use.To solve the p... The high-speed computational performance is gained at the cost of huge hardware resource,which restricts the application of high-accuracy algorithms because of the limited hardware cost in practical use.To solve the problem,a novel method for designing the field programmable gate array(FPGA)-based non-uniform rational B-spline(NURBS) interpolator and motion controller,which adopts the embedded multiprocessor technique,is proposed in this study.The hardware and software design for the multiprocessor,one of which is for NURBS interpolation and the other for position servo control,is presented.Performance analysis and experiments on an X-Y table are carried out,hardware cost as well as consuming time for interpolation and motion control is compared with the existing methods.The experimental and comparing results indicate that,compared with the existing methods,the proposed method can reduce the hardware cost by 97.5% using higher-accuracy interpolation algorithm within the period of 0.5 ms.A method which ensures the real-time performance and interpolation accuracy,and reduces the hardware cost significantly is proposed,and it’s practical in the use of industrial application. 展开更多
关键词 NURBS interpolator FPGA-based interpolation MULTIPROCESSOR system on a programmable chip (SOPC) motion controller
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A Real-time NURBS Surface Interpolator for 5-axis Surface Machining 被引量:2
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作者 王永章 陈良骥 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2005年第3期263-272,共10页
A real-time non-uniform rational B-spline (NURBS) surface interpolator is proposed and 5-axis machining method with a flat-end cutter is discussed. With the Taylor expansion and the coordinate transformation, the al... A real-time non-uniform rational B-spline (NURBS) surface interpolator is proposed and 5-axis machining method with a flat-end cutter is discussed. With the Taylor expansion and the coordinate transformation, the algorithms of NURBS interpolation, cutter effective machining radius, cutter offsetting and.inverse kinematics are deduced and implemented, respectively. Different from the conventional free-form surface machining, the proposed interpolator can real-time generate the motion commands of computer numerical control (CNC) machines with CC feedrate, rather than that of CL. An example part surface is demonstrated and the results of simulation show that the proposed method can be applied in actual 5-axis surface machining. 展开更多
关键词 free-form surface real-time interpolator NURBS 5-axis machining
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一种多参数G^(3)高精度的八次Hermite插值样条
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作者 谢进 尹行 《浙江大学学报(理学版)》 北大核心 2026年第1期78-87,共10页
为解决工程计算中的连续性和精度问题,提出了一种具有高阶连续性、高精度且带多个参数的八次Hermite插值样条。首先,在多项式空间,利用高阶连续性条件,通过解方程组,给出一种带多个参数的Hermite型基函数的构造方法,并定义了相应的高阶... 为解决工程计算中的连续性和精度问题,提出了一种具有高阶连续性、高精度且带多个参数的八次Hermite插值样条。首先,在多项式空间,利用高阶连续性条件,通过解方程组,给出一种带多个参数的Hermite型基函数的构造方法,并定义了相应的高阶插值样条;其次,给出了最优插值的参数选择方法;最后,讨论了插值余项和最优插值函数的确定方法,并通过实例验证了该插值样条的有效性和高精度。与现有的带参数的分段Hermite插值样条相比,提出的八次Hermite插值样条无需增加任何条件即可自动满足G^(3)连续,且兼备形状可调性与高阶连续性,应用前景广阔。 展开更多
关键词 G^(3)连续性 高精度 八次Hermite样条 最优参数 最优插值函数
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LOOK-AHEAD ALGORITHM FOR VELOCITY CONTROL BASED ON PARAMETERIZED CURVE INTERPOLATOR 被引量:2
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作者 REN Kun FU Jianzhong CHEN Zichen 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第2期23-26,共4页
To avoid suffering gouge and transient overshooting in high speed cutting machining, a novel parametefized curve interpolator model with velocity look-ahead algorithm is proposed. Based on a prearrangement step interp... To avoid suffering gouge and transient overshooting in high speed cutting machining, a novel parametefized curve interpolator model with velocity look-ahead algorithm is proposed. Based on a prearrangement step interpolation algorithm for parameterized curves and considering high curvature points, parameterized curve tool path is divided into acceleration segments and deceleration segments by look-ahead algorithm. Under condition of characteristics of acceleration and deceleration stored in control system, deceleration before high curvature points and acceleration after high curvature points are realized in real-time in high speed cutting machining. Based on new parameterized curve interpolator model with velocity look-ahead algorithm, a real cubic spline is machined simulativly. The simulation results show that velocity look-ahead algorithm improves velocity changing more smoothly. 展开更多
关键词 High speed cutting machining Parameterized curve interpolator Look-ahead algorithm
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Study on Real-time Look-ahead and Adaptive Parametric Curve Interpolator 被引量:2
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作者 郭伟 杜道山 +1 位作者 徐荣珍 李从心 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第3期388-393,共6页
The principle of real-time look-ahead was introduced and analysed. An adaptive parametric curve interpolator with a real-time look-ahead function was developed for non-uniform rational B-spline (NURBS) curves interpol... The principle of real-time look-ahead was introduced and analysed. An adaptive parametric curve interpolator with a real-time look-ahead function was developed for non-uniform rational B-spline (NURBS) curves interpolation, which considering the maximum acceleration/deceleration of the machine tool. In order to deal with the acceleration/deceleration around the feedrate sensitive corners, the look-ahead function was designed and illustrated. It can detect and adjust the feedrate adaptively. With the help of real-time look-ahead, the acceleration/deceleration can be limited to the range of the machine tool capacity. Thus, feedrate fluctuation is reduced. A NURBS curve interpolation experiment was provided to verify the feasibility and advantages of the proposed interpolator with a real-time look-ahead function. 展开更多
关键词 adaptive interpolator LOOK-AHEAD non-uniform rational B-spline curves feedrate sensitive corner chord error
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A Universal Approach to Designing an Image Interpolator with an Image Smoothing Filter 被引量:2
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作者 Min-Cheng Pan 《Journal of Signal and Information Processing》 2019年第1期12-18,共7页
A number of conventional interpolation techniques have been proposed. However, it seems that there do not exist good criteria for the design of optimal linear interpolators. Also, such an interpolator can hardly provi... A number of conventional interpolation techniques have been proposed. However, it seems that there do not exist good criteria for the design of optimal linear interpolators. Also, such an interpolator can hardly provide a satisfactory solution for interpolating noisy images. In this paper, the novelty of this research is that a universal approach is proposed to design an image interpolator with any one image smoothing filter, thereby not only interpolating a down-sampled image but also preserving the characteristics of the performing filtering. 展开更多
关键词 interpolator SMOOTHING FILTER Down-Sampled IMAGE
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基于5G通信的车辆运行数据实时传输系统
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作者 韩勇 薛锦东 +1 位作者 庞亚军 石源 《电子设计工程》 2026年第1期181-186,191,共7页
车辆运行数据实时传输中存在时延,为降低时延,在保证数据传输质量的前提下提高传输稳定性,设计基于5G通信的车辆运行数据实时传输系统。通过车载终端和激光雷达等监测设备实时监测和收集车辆运行状态信息及周边环境信息,利用5G通信网络... 车辆运行数据实时传输中存在时延,为降低时延,在保证数据传输质量的前提下提高传输稳定性,设计基于5G通信的车辆运行数据实时传输系统。通过车载终端和激光雷达等监测设备实时监测和收集车辆运行状态信息及周边环境信息,利用5G通信网络层的5G通信模块将经过边缘计算预处理的信息发送给5G基站。基站以探测参考信号为依据,确定各收发节点的时延和多普勒频偏预估值,经校正处理和OFDM信号解调后,采用最小线性均方误差方法和时域维纳插值方法实现时、频域信道估计,再将OFDM符号检测后的车辆运行数据通过核心网安全传输至数据中心,完成异常数据检测和预警分析等处理。实验结果表明,与对比方法相比,该系统的BER指标降低至10-5量级,车辆运行数据流传输稳定性高。 展开更多
关键词 5G通信 车辆运行数据 5G基站 信道估计 多普勒频偏 时域维纳插值
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Image Interpolation via Gaussian-Sinc Interpolators with Partition of Unity
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作者 Gang Xu Ran Ling +2 位作者 Lishan Deng Qing Wu Weiyin Ma 《Computers, Materials & Continua》 SCIE EI 2020年第1期309-319,共11页
In this paper,we propose a novel image interpolation method by using Gaussian-Sinc automatic interpolators with partition of unity property.A comprehensive comparison is made with classical image interpolation methods... In this paper,we propose a novel image interpolation method by using Gaussian-Sinc automatic interpolators with partition of unity property.A comprehensive comparison is made with classical image interpolation methods,such as the bicubic interpolation,Lanczos interpolation,cubic Schaum interpolation,cubic B-spline interpolation and cubic Moms interpolation.The experimental results show the effectiveness of the improved image interpolation method via some image quality metrics such as PSNR and SSIM. 展开更多
关键词 Image interpolation method Gaussian-Sinc function partition of unity property
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The Cerebellum according to the Ouroboros Model, the "Interpolator Hypothesis"
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作者 Knud Thomsen 《通讯和计算机(中英文版)》 2014年第3期239-254,共16页
关键词 小脑皮层 插补器 假说 毒蛇 大脑皮质 认知结构 瞬变过程 脊椎动物
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高标准农田示范区建设对耕地主要土壤养分的影响 被引量:1
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作者 范磊 位盼盼 +5 位作者 郭燕 李光辉 张红利 王来刚 程永政 汤向辉 《农业资源与环境学报》 北大核心 2025年第5期1299-1308,共10页
为研究高标准农田示范区建设对耕地主要土壤养分的影响,本研究以河南省新乡市原阳县的20万亩(1亩=1/15 hm~2)高标准农田示范区项目为研究区,利用297个地面采样点测得的土壤有机质(SOM)、有效磷(AP)、速效钾(AK)、pH等数据,经普通克里格... 为研究高标准农田示范区建设对耕地主要土壤养分的影响,本研究以河南省新乡市原阳县的20万亩(1亩=1/15 hm~2)高标准农田示范区项目为研究区,利用297个地面采样点测得的土壤有机质(SOM)、有效磷(AP)、速效钾(AK)、pH等数据,经普通克里格插值(OK)后,按照国家土壤主要性状指标分级标准生成各指标的等级空间分布图,进而分析高标准农田建设前后土壤养分的空间分布及等级变化情况。结果表明,耕地中SOM、AP、AK的地面样点统计平均值建后比建前分别提高0.1 g·kg^(-1)、0.77 mg·kg^(-1)、1.52 mg·kg^(-1),土壤pH建前建后的值处于7.6~8.0范围,变化较小,呈弱碱性且建前建后基本保持稳定;空间变异分析中SOM、AP、AK、pH的块金系数均小于20%,研究区各土壤养分含量分布具有较强空间相关性。OK插值结果显示研究区耕地中SOM、AP、AK含量大部分区域分别在15 g·kg^(-1)、20 mg·kg^(-1)、100 mg·kg^(-1)以上,均属中等(3级)及以上水平,且建前建后空间分布趋势基本一致,SOM、AP、AK的较高以上含量水平(1级+2级)所占面积建后比建前分别增加4.39%、13.72%、13.65%,低含量水平(5级)或较低含量水平(4级)所占面积建后比建前分别下降3.92%、18.52%、53.95%,说明高标准农田项目的实施提升了耕地中SOM、AP、AK高含量区域的分布面积,降低了低含量区域的分布面积,尤其是对耕地中AP、AK含量较低区域的提升效果比较明显,即对较差耕地的地力提升效果较明显。转移矩阵结果显示研究区耕地中SOM、AP、AK的含量均有较明显的小幅度提升,表明高标准农田项目的实施对研究区耕地SOM、AP、AK含量的等级分布提升效果较明显。 展开更多
关键词 高标准农田 耕地地力 克里格插值 土壤养分
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