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Design of multi-channel data acquisition system based on LabVIEW and NI PXI-5105 被引量:4
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作者 解亚妮 张志杰 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2015年第1期7-12,共6页
A data acquisition system based on LabVIEW and NI PXI-5105 is presented for multi-channel data acquisition. It can realize the functions of parameter setting, data acquisition and storage, waveform display and data an... A data acquisition system based on LabVIEW and NI PXI-5105 is presented for multi-channel data acquisition. It can realize the functions of parameter setting, data acquisition and storage, waveform display and data analysis using LabVIEW and NI-SCOPE device driver. The advantages of the system are that the setting is convenient, the operation is easy, the interface is friendly and the functions are practical. The experiment results show that the system has good stability and high reliability and is a powerful tool for multi-channel data acquisition. 展开更多
关键词 LABVIEW multi-channel data acquisition PXI-5105
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基于SSE指令的大内存快速拷贝 被引量:1
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作者 钱昌松 刘志刚 刘代志 《计算机应用研究》 CSCD 北大核心 2005年第2期113-114,120,共3页
在深入研究单指令多数据流扩展指令集(StreamingSIMDExtensions,SSE)数据传输指令操作特点的基础上,充分考虑了数据预取、数据对齐、CPU缓存和新的128位寄存器等因素,在VisualC++平台上用嵌入汇编开发了内存拷贝函数。通过实验分析了各... 在深入研究单指令多数据流扩展指令集(StreamingSIMDExtensions,SSE)数据传输指令操作特点的基础上,充分考虑了数据预取、数据对齐、CPU缓存和新的128位寄存器等因素,在VisualC++平台上用嵌入汇编开发了内存拷贝函数。通过实验分析了各内存拷贝函数拷贝速度与拷贝内存量之间的对应关系。 展开更多
关键词 单指令多数据流扩展指令 内存拷贝 MMX 代码优化
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Three-dimensional forward modeling of DC resistivity using the aggregation-based algebraic multigrid method 被引量:5
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作者 陈辉 邓居智 +2 位作者 尹敏 殷长春 汤文武 《Applied Geophysics》 SCIE CSCD 2017年第1期154-164,192,共12页
To speed up three-dimensional (3D) DC resistivity modeling, we present a new multigrid method, the aggregation-based algebraic multigrid method (AGMG). We first discretize the differential equation of the secondar... To speed up three-dimensional (3D) DC resistivity modeling, we present a new multigrid method, the aggregation-based algebraic multigrid method (AGMG). We first discretize the differential equation of the secondary potential field with mixed boundary conditions by using a seven-point finite-difference method to obtain a large sparse system of linear equations. Then, we introduce the theory behind the pairwise aggregation algorithms for AGMG and use the conjugate-gradient method with the V-cycle AGMG preconditioner (AGMG-CG) to solve the linear equations. We use typical geoelectrical models to test the proposed AGMG-CG method and compare the results with analytical solutions and the 3DDCXH algorithm for 3D DC modeling (3DDCXH). In addition, we apply the AGMG-CG method to different grid sizes and geoelectrical models and compare it to different iterative methods, such as ILU-BICGSTAB, ILU-GCR, and SSOR-CG. The AGMG-CG method yields nearly linearly decreasing errors, whereas the number of iterations increases slowly with increasing grid size. The AGMG-CG method is precise and converges fast, and thus can improve the computational efficiency in forward modeling of three-dimensional DC resistivity. 展开更多
关键词 AGMG DC resistivity method 3D modeling finite difference method
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浅谈复数教学应注意的几个负迁移问题
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作者 胡晓东 《贵州教育学院学报》 2002年第2期19-22,共4页
学生在学习数学的过程中 ,常因“负迁移”的作用而造成各种知识性错误 ,这种错误在复数这一章里最为突出 ,这里给出了复数这一章里容易造成“负迁移”的几个典型问题 ,提醒教师在教学中应予以注意 ,同时还提出了引导学生克服“负迁移”
关键词 复数教学 负迁移 数学教学 学习迁移 多数集
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脉冲耦合神经网络的并行加速优化算法研究
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作者 钟瑾 施俊 常谦 《生物医学工程学进展》 CAS 2010年第1期7-11,共5页
并行编程技术可以有效提高算法的执行效率。文中分别利用CPU的单指令多数据流扩展指令集(Streaming SIMD Extensions,SSE)技术和多核并行编程技术,对脉冲耦合神经网络(Pulse Coupled Neural Network,PCNN)分割算法进行并行编程优化,以... 并行编程技术可以有效提高算法的执行效率。文中分别利用CPU的单指令多数据流扩展指令集(Streaming SIMD Extensions,SSE)技术和多核并行编程技术,对脉冲耦合神经网络(Pulse Coupled Neural Network,PCNN)分割算法进行并行编程优化,以减少算法的运行时间。实验结果表明,SSE技术以及多核并行编程技术大大加快了PCNN分割算法的运行速度,有效提高了算法的执行效率,在一定程度上解决了该方法计算量大、耗时多的问题,具有应用于医学图像处理的潜在价值。 展开更多
关键词 脉冲耦合神经网络 单指令多数据流扩展指令(SSE) 多核 并行编程
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基于SIMD技术的σ-LFSR
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作者 曾光 王政 韩文报 《计算机应用研究》 CSCD 北大核心 2008年第8期2434-2437,2443,共5页
σ-线性反馈移位寄存器(σ-LFSR)是一类适合软件快速实现的新型反馈移位寄存器。结合第二代单指令多数据流扩展指令集SSE2,设计了一类基于SIMD技术的σ-LFSR。这类σ-LFSR充分利用SSE2提供的128bit整数数据结构及其操作,获得了非常高的... σ-线性反馈移位寄存器(σ-LFSR)是一类适合软件快速实现的新型反馈移位寄存器。结合第二代单指令多数据流扩展指令集SSE2,设计了一类基于SIMD技术的σ-LFSR。这类σ-LFSR充分利用SSE2提供的128bit整数数据结构及其操作,获得了非常高的软件实现效率,同时其输出序列达到了最大周期并具有良好的随机性。所得结论表明这类基于SIMD技术的σ-LFSR可以作为适合软件实现的高速序列密码驱动部分。 展开更多
关键词 σ-线性反馈移位寄存器 单指令多数据技术 第二代单指令多数据流扩展指令 序列密码 快速软件加密
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Similarity measure design for high dimensional data 被引量:3
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作者 LEE Sang-hyuk YAN Sun +1 位作者 JEONG Yoon-su SHIN Seung-soo 《Journal of Central South University》 SCIE EI CAS 2014年第9期3534-3540,共7页
Information analysis of high dimensional data was carried out through similarity measure application. High dimensional data were considered as the a typical structure. Additionally, overlapped and non-overlapped data ... Information analysis of high dimensional data was carried out through similarity measure application. High dimensional data were considered as the a typical structure. Additionally, overlapped and non-overlapped data were introduced, and similarity measure analysis was also illustrated and compared with conventional similarity measure. As a result, overlapped data comparison was possible to present similarity with conventional similarity measure. Non-overlapped data similarity analysis provided the clue to solve the similarity of high dimensional data. Considering high dimensional data analysis was designed with consideration of neighborhoods information. Conservative and strict solutions were proposed. Proposed similarity measure was applied to express financial fraud among multi dimensional datasets. In illustrative example, financial fraud similarity with respect to age, gender, qualification and job was presented. And with the proposed similarity measure, high dimensional personal data were calculated to evaluate how similar to the financial fraud. Calculation results show that the actual fraud has rather high similarity measure compared to the average, from minimal 0.0609 to maximal 0.1667. 展开更多
关键词 high dimensional data similarity measure DIFFERENCE neighborhood information financial fraud
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Effect of Recycled Coarse Aggregate on Concrete Compressive Strength 被引量:7
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作者 汪振双 王立久 +1 位作者 崔正龙 周梅 《Transactions of Tianjin University》 EI CAS 2011年第3期229-234,共6页
The effect of recycled coarse aggregate on concrete compressive strength was investigated based on the concrete skeleton theory. For this purpose, 30 mix proportions of concrete with target cube compressive strength r... The effect of recycled coarse aggregate on concrete compressive strength was investigated based on the concrete skeleton theory. For this purpose, 30 mix proportions of concrete with target cube compressive strength ranging from 20 to 60 MPa were cast with normal coarse aggregate and recycled coarse aggregate from different strength parent concretes. Results of 28-d test show that the strength of different types of recycled aggregate affects the concrete strength obviously. The coarse aggregate added to mortar matrix plays a skeleton role and improves its compressive strength. The skeleton effect of coarse aggregate increases with the increasing strength of coarse aggregate, and normal coarse aggregate plays the highest, whereas the lowest concrete strength occurs when using the weak recycled coarse aggregate. There is a linear relationship between the concrete strength and the corresponding mortar matrix strength. Coarse aggregate skeleton formula is established, and values from experimental tests match the derived expressions. 展开更多
关键词 recycled coarse aggregate compressive strength concrete skeleton model skeleton formula crushing index
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Multiscale Multisensor Data Fusion and Application in High Precision Marking and Cutting Robot System 被引量:1
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作者 王志武 Ding +8 位作者 Guoqing Yan Guozheng Lin Liangming Wang yu Wang Hongjie 《High Technology Letters》 EI CAS 2002年第1期76-80,共5页
The multisensor online measure system for high precision marking and cutting robot system is designed and the data fusion method is introduced, which combines augment state multiscale process with extend Kalman filter... The multisensor online measure system for high precision marking and cutting robot system is designed and the data fusion method is introduced, which combines augment state multiscale process with extend Kalman filter. The technology measuring the three-dimensional deforming information of profiled bars is applied. The experimental result shows that applying the multisensor data fusion technology can enhance the measure precision and the reliability of measure system. 展开更多
关键词 ROBOT Multisensor data fusion Multiscale process WAVELET
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Effect of multidisciplinary team treatment on outcomes of patients with gastrointestinal malignancy 被引量:31
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作者 Chang-Zheng Du Jie Li +3 位作者 Yong Cai Ying-Shi Sun Wei-Cheng Xue Jin Gu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第15期2013-2018,共6页
AIM: To evaluate the effect of multidisciplinary team (MDT) treatment modality on outcomes of patients with gastrointestinal malignancy in China. METHODS: Data about patients with gastric and colorectal cancer treated... AIM: To evaluate the effect of multidisciplinary team (MDT) treatment modality on outcomes of patients with gastrointestinal malignancy in China. METHODS: Data about patients with gastric and colorectal cancer treated in our center during the past 10 years were collected and divided into two parts. Part 1 consisted of the data collected from 516 consecutive complicated cases discussed at MDT meetings in Peking University School of Oncology (PKUSO) from December 2005 to July 2009. Part 2 consisted of the data collected from 263 consecutive cases of resect-able locally advanced rectal cancer from January 2001 to January 2005. These 263 patients were divided into neoadjuvant therapy (NT) group and control group. Patients in NT group received MDT treatment, namely neoadjuvant therapy + surgery + postoperative adjuvant therapy. Patients in control group underwent direct surgery + postoperative adjuvant therapy. The outcomes in two groups were compared. RESULTS: The treatment strategy was altered after discussed at MDT meeting in 76.81% of gastric cancer patients and in 58.33% of colorectal cancer patients before operation. The sphincter-preservation and local control of tumor were better in NT group than in control group. The 5-year overall survival rate was also higher in NT group than in control group (77.23% vs 69.75%, P = 0.049). CONCLUSION: MDT treatment modality can significantly improve the outcomes of patients with gastrointestinal malignancy in China. 展开更多
关键词 Multidisciplinary team Rectal cancer Neo adjuvant radiotherapy PROGNOSIS
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Data acquisition,analysis and applications of multi-sensor integration 被引量:3
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作者 Li Qingquan Liu Yong +1 位作者 Mao Qingzhou Yang Bisheng 《Engineering Sciences》 EI 2010年第1期2-10,共9页
This paper presents some key techniques for multi-sensor integration system, which is applied to the intelligent transportation system industry and surveying and mapping industry, e.g. road surface condition detection... This paper presents some key techniques for multi-sensor integration system, which is applied to the intelligent transportation system industry and surveying and mapping industry, e.g. road surface condition detection, digital map making. The techniques are synchronization control of multi-sensor, space-time benchmark for sensor data, and multi-sensor data fusion and mining. Firstly, synchronization control of multi-sensor is achieved through a synchronization control system which is composed of a time synchronization controller and some synchronization sub-controllers. The time synchronization controller can receive GPS time information from GPS satellites, relative distance information from distance measuring instrument and send space-time information to the synchronization sub-controller. The latter can work at three types of synchronization mode, i.e. active synchronization, passive synchronization and time service synchronization. Secondly, space-time benchmark can be established based on GPS time and global reference coordinate system, and can be obtained through position and azimuth determining system and synchronization control system. Thirdly, there are many types of data fusion and mining, e.g. GPS/Gyro/DMI data fusion, data fusion between stereophotogrammetry and PADS, data fusion between laser scanner and PADS, and data fusion between CCD camera and laser scanner. Finally, all these solutions presented in paper have been applied to two areas, i.e. land-bone intelligent road detection and measurement system and 3D measurement system based on unmanned helicopter. The former has equipped some highway engineering Co. , Ltd. and has been successfully put into use. The latter is an ongoing resealch. 展开更多
关键词 multi-sensor integration synchronization control of multi-sensor space-time benchmark data fusion
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Collective Hamiltonian for Multi-O(4) Model 被引量:1
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作者 GU Jian-Zhong Masato Kobayasi 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第2期309-316,共8页
The collective Bamiltonian up to the fourth order for multi-O(4) model is derived based on the self-consistent collective-coordinate (SCC) method, which is formulated in the framework of the time-dependent Hartree... The collective Bamiltonian up to the fourth order for multi-O(4) model is derived based on the self-consistent collective-coordinate (SCC) method, which is formulated in the framework of the time-dependent Hartree-Bogoliubov (TDHB) theory. The validity of the collective Hamiltonian is checked in the two special cases of the multi-O(4) model: the case where the number of the shells is equal to one (a single j-shell case), and the case where the Hartree-Bogoliubov equilibrium point is spherical (the spherical case). The collective Hamiltonian constitutes a good starting point to study nuclear shape coexistence. 展开更多
关键词 self-consistent collective-coordinate method multi-O(4) model time-dependent Hartree-Bogoliubov theory collective Hamiltonian
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Weekend and nighttime effect on the prognosis of peptic ulcer bleeding 被引量:6
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作者 Young Hoon Youn Yong Jin Park +3 位作者 Jae Hak Kim Tae Joo Jeon Jae Hee Cho Hyojin Park 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第27期3578-3584,共7页
AIM:To evaluate whether weekend or nighttime admission affects prognosis of peptic ulcer bleeding despite early endoscopy.METHODS:Retrospective data collection from four referral centers,all of which had a formal out-... AIM:To evaluate whether weekend or nighttime admission affects prognosis of peptic ulcer bleeding despite early endoscopy.METHODS:Retrospective data collection from four referral centers,all of which had a formal out-of-hours emergency endoscopy service,even at weekends.A total of 388 patients with bleeding peptic ulcers who were admitted via the emergency room between January 2007 and December 2009 were enrolled.Analyzed parameters included time from patients' arrival until endoscopy,mortality,rebleeding,need for surgery and length of hospital stay.RESULTS:The weekday and weekend admission groups comprised 326 and 62 patients,respectively.There were no significant differences in baseline characteristics between the two groups,except for younger age in the weekend group.Most patients (97%) had undergone early endoscopy,which resulted in a low mortality rate regardless of point of presentation (1.8% overall vs 1.6% on the weekend).The only outcome that was worse in the weekend group was a higher rate of rebleeding (12% vs 21%,P = 0.030).However,multivariate analysis revealed nighttime admission and a high Rockall score (≥ 6) as significant independent risk factors for rebleeding,rather than weekend admission.CONCLUSION:Early endoscopy for peptic ulcer bleeding can prevent the weekend effect,and nighttime admission was identified as a novel risk factor for rebleeding,namely the nighttime effect. 展开更多
关键词 Early endoscopy Nighttime effect Pepticulcer bleeding REBLEEDING Weekend effect
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Junk band recovery for hyperspectral image based on curvelet transform
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作者 孙蕾 罗建书 《Journal of Central South University》 SCIE EI CAS 2011年第3期816-822,共7页
Under consideration that the profiles of bands at close wavelengths are quite similar and the curvelets are good at capturing profiles, a junk band recovery algorithm for hyperspectral data based on curvelet transform... Under consideration that the profiles of bands at close wavelengths are quite similar and the curvelets are good at capturing profiles, a junk band recovery algorithm for hyperspectral data based on curvelet transform is proposed. Both the noisy bands and the noise-free bands are transformed via curvelet band by band. The high frequency coefficients in junk bands are replaced with linear interpolation of the high frequency coefficients in noise-flee bands, and the low frequency coefficients remain the same to keep the main spectral characteristics from being distorted. Jutak bands then are recovered after the inverse curvelet transform. The performance of this method is tested on the hyperspectral data cube obtained by airborne visible/infrared imaging spectrometer (AVIRIS). The experimental results show that the proposed method is superior to the traditional denoising method BayesShrink and the art-of-state Curvelet Shrinkage in both roots of mean square error (RMSE) and peak-signal-to-noise ratio (PSNR) of recovered bands. 展开更多
关键词 hyperspectral image curvelet transform junk band denosing
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Multisource least-squares reverse-time migration with structure-oriented filtering 被引量:3
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作者 Fan Jing-Wen Li Zhen-Chun +2 位作者 Zhang Kai Zhang Min Liu Xue-Tong 《Applied Geophysics》 SCIE CSCD 2016年第3期491-499,580,共10页
The technology of simultaneous-source acquisition of seismic data excited by several sources can significantly improve the data collection efficiency. However, direct imaging of simultaneous-source data or blended dat... The technology of simultaneous-source acquisition of seismic data excited by several sources can significantly improve the data collection efficiency. However, direct imaging of simultaneous-source data or blended data may introduce crosstalk noise and affect the imaging quality. To address this problem, we introduce a structure-oriented filtering operator as preconditioner into the multisource least-squares reverse-time migration (LSRTM). The structure-oriented filtering operator is a nonstationary filter along structural trends that suppresses crosstalk noise while maintaining structural information. The proposed method uses the conjugate-gradient method to minimize the mismatch between predicted and observed data, while effectively attenuating the interference noise caused by exciting several sources simultaneously. Numerical experiments using synthetic data suggest that the proposed method can suppress the crosstalk noise and produce highly accurate images. 展开更多
关键词 Simultaneous-source acquisition blended data least-squares migration structureoriented filtering
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Poorly expandable common bile duct with stones on endoscopic retrograde cholangiography 被引量:7
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作者 Chi-Liang Cheng Yung-Kuan Tsou +5 位作者 Cheng-Hui Lin Jui-Hsiang Tang hien-Fu Hung Kai-Feng Sung Ching-Song Lee Nai-Jen Liu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第19期2396-2401,共6页
AIM: To describe characteristics of a poorly expandable (PE) common bile duct (CBD) with stones on en- doscopic retrograde cholangiography.METHODS: APE bile duct was characterized by a rigid and relatively narro... AIM: To describe characteristics of a poorly expandable (PE) common bile duct (CBD) with stones on en- doscopic retrograde cholangiography.METHODS: APE bile duct was characterized by a rigid and relatively narrowed distal CBD with retro- grade dilatation of the non-PE segment. Between 2003 and 2006, endoscopic retrograde cholangiography (ERC) images and chart reviews of 1213 patients with newly diagnosed CBD stones were obtained from the computer database of Therapeutic Endoscopic Centerin Chang Gung Memoria acteristic PE bile duct on Hospital. Patients with char ERC were identified from the database. Data of the patients as well as the safety and technical success of therapeutic ERC were collected and analyzed retrospectively.RESULTS: A total of 30 patients with CBD stones and characteristic PE segments were enrolled in this study. The median patient age was 45 years (range, 20 to 92 years); 66.7% of the patients were men. The di ameters of the widest non-PE CBD segment, the PE segment, and the largest stone were 14.3 ± 4.9 mm, 5.8±1.6 mm, and 11.2±4.7 mm, respectively. The length of the PE segment was 39.7±15.4 mm (range, 12.3 mm to 70.9 mm). To remove the CBD stone(s) completely, mechanical lithotripsy was required in 25 (83.3%) patients even though the stone size was not as large as were the difficult stones that have been described in the literature. The stone size and stone/ PE segment diameter ratio were associated with the need for lithotripsy. Post-ERC complications occurred in 4 cases: pancreatitis in 1, cholangitis in 2, and an im- pacted Dormia basket with cholangitis in 1. Two (6.7%) of the 28 patients developed recurrent CBD stones at follow-up (50±14 mo) and were successfully managed with therapeutic ERC.CONCLUSION: Patients with a PE duct frequently require mechanical lithotripsy for stones extraction, To retrieve stones successfully and avoid complications, these patients should be identified during ERC, 展开更多
关键词 Common bile duct stone Difficult stone Endoscopic retrograde cholangiography Mechanicallithotripsy
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Feed Form Affects Growth and Stomach Ulcers in Yearling Horses
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作者 Stephanie N. Warren Pedro De Pedro Gonzalez Kevin H. Kline 《Journal of Agricultural Science and Technology(A)》 2014年第5期449-453,共5页
Fourteen yearling standardbred horses were used to test the hypothesis that hay and grain fed as a complete total mixed ration (TMR) cube diet (C) would result in greater average daily gain (ADG), feed efficien... Fourteen yearling standardbred horses were used to test the hypothesis that hay and grain fed as a complete total mixed ration (TMR) cube diet (C) would result in greater average daily gain (ADG), feed efficiency (gain to feed ratio, G/F) and apparent digestibility in horses on the TMR diet compared to horses fed the same weight and proportion of hay cubes and grain fed separately (diet HG). Both diets consisted of 75% forage and 25% ground oats. The forage in both the plain hay cubes and the complete cubes was 80% alfalfa and 20% endophyte-free tall rescue. An additional hypothesis that stomach ulceration would not differ between horses fed either of the two diet treatments was also tested by comparing upper gastric endoscopies before and after 70 days of feeding the experimental diets. Horses fed diet C had greater ADG (P 〈 0.046) while G/F between the two treatments was not significantly different (P 〉 0.065) but showed a trend to be higher in the horses consuming diet C. Apparent digestibility of dry matter and crude protein was not different between the diet treatments, and no major gastric ulceration was found in horses consuming either diet treatment. The results of this study found that a complete cubed diet of 75% hay and 25% oats did not cause stomach ulceration while achieving an acceptable growth rate in yearling horses. 展开更多
关键词 HORSE GROWTH DIGESTIBILITY total mixed ration stomach ulcer.
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A Research for a Division of Regular Polyhedron by Rhombic Dodecahedron
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作者 Jun Hee Mun Jong Youll Park 《Journal of Mathematics and System Science》 2014年第8期569-573,共5页
Abstract:A space-filling polyhedron is a polyhedron which 'tile' space, analogous to the way of certain polygons tiled the plane. The cube is the unique space-filling platonic solid. If we make line connections the... Abstract:A space-filling polyhedron is a polyhedron which 'tile' space, analogous to the way of certain polygons tiled the plane. The cube is the unique space-filling platonic solid. If we make line connections the center with the vertices in the certain cube, the cube is divided into six pyramids. And if we glued six pyramids to the faces of the cube, we obtain a 'rhombic dodecahedron'. Since cubes are packing a space, rhombic dodecahedra are also space-filling polyhedra and a rhombic dodecahedron is divided into two regular tetrahcdra and one regular octahedron. In this study, we present how rhombic dodecahedron can be split into tetrahedra and octahedron. In this process, we can research a variety of divisions of regular polyhedron. 展开更多
关键词 Rhombic dodecahedron CUBE TETRAHEDRON octahedron.
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Seismic Data Acquisition Techniques on Loess Hills in the Ordos Basin 被引量:4
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作者 YaoZonghui ChenJianxin +2 位作者 RenWenjun OianHanlin LiMaicheng 《Applied Geophysics》 SCIE CSCD 2004年第2期115-121,共7页
High-resolution exploration for lithologic targets confronted with difficulties due to the original brought out from geophysical and geologic characteristics of the loess hills and the very thick deserts in Ordos. Sci... High-resolution exploration for lithologic targets confronted with difficulties due to the original brought out from geophysical and geologic characteristics of the loess hills and the very thick deserts in Ordos. Scientific research since mid 1990s has conducted three acquisition techniques including the high-resolution crooked line survey in valleys, high-resolution multiple straight line survey and 3D survey, under different surface conditions and for different geological targets. 展开更多
关键词 oess hills HIGH-RESOLUTION crooked line in valleys multiple straight lines reticular 3D acquisition technique
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A FUNCTION NODE-BASED MULTIPLE PAIRWISE KEYS MANAGEMENT PROTOCOL FOR WIRELESS SENSOR NETWORKS AND ENERGY CONSUMPTION ANALYSIS
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作者 Bi Jiana Wang Hui Sun Yandong Liu Yanzhao Ji Zhenzhou 《Journal of Electronics(China)》 2009年第5期692-698,共7页
In this letter, a Function node-based Multiple Pairwise Keys Management (MPKMF) protocol for Wireless Sensor Networks (WSNs) is firstly designed, in which ordinary nodes and cluster head nodes are responsible for data... In this letter, a Function node-based Multiple Pairwise Keys Management (MPKMF) protocol for Wireless Sensor Networks (WSNs) is firstly designed, in which ordinary nodes and cluster head nodes are responsible for data collection and transmission, and function nodes are responsible for key management. There are more than one function nodes in the cluster consulting the key generation and other security decision-making. The function nodes are the second-class security center because of the characteristics of the distributed WSNs. Secondly, It is also described that the formation of function nodes and cluster heads under the control of the former, and five kinds of keys, i.e., individual key, pairwise keys, cluster key, management key, and group key. Finally, performance analysis and experiments show that, the protocol is superior in communication and energy consumption. The delay of establishing the cluster key meets the requirements, and a multiple pairwise key which adopts the coordinated security authentication scheme is provided. 展开更多
关键词 Wireless Sensor Networks (WSNs) Function nodes Key management Energy consumption
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