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应用GPRS及光纤测温技术的电力电缆监测系统 被引量:15
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作者 杨耿杰 苏爱国 +2 位作者 郭谋发 丁国兴 陈亚民 《电力系统及其自动化学报》 CSCD 北大核心 2009年第4期100-105,共6页
针对电力电缆运行中存在监测不到位、维护工作量大的问题,应用通用无线分组业务GPRS及光纤测温技术设计了电力电缆监测系统。系统由主站、通信链路和测量终端等3部分构成。测量终端采用光频域反射计式OFDR光纤测温仪连续监测电缆表皮温... 针对电力电缆运行中存在监测不到位、维护工作量大的问题,应用通用无线分组业务GPRS及光纤测温技术设计了电力电缆监测系统。系统由主站、通信链路和测量终端等3部分构成。测量终端采用光频域反射计式OFDR光纤测温仪连续监测电缆表皮温度;通信链路由采集器和GPRS网络组成,采集器读取测温仪的测量数据,并通过GPRS网络将数据传送给主站;主站依照IEC 60287、IEC 853标准,根据实测温度对电缆的额定载流量、应急载流量和周期性负荷载流量进行计算,并以Web页方式发布结果。电缆的输电能力得以充分利用,具有较大的经济效益。 展开更多
关键词 电力电缆监测 光纤测温 通用分组无线业务 载流量计算(分析) 光频域反射计式
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从认知假设到计算分析和程序实现——一种认知语言学研究的计算范式与技术路线 被引量:5
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作者 袁毓林 陈振宇 +3 位作者 张秀松 李湘 周强 高嵩 《当代语言学》 CSSCI 北大核心 2010年第2期97-114,共18页
本文展示一种认知语言学研究的计算范式与技术路线:首先基于语言使用是一种以知识为基础的认知过程的假设,以计算机模拟人类理解自然语言的意义为技术背景,用情境网络对特定领域的有关语言表达及其意义进行认知建模;再用逻辑表达式刻画... 本文展示一种认知语言学研究的计算范式与技术路线:首先基于语言使用是一种以知识为基础的认知过程的假设,以计算机模拟人类理解自然语言的意义为技术背景,用情境网络对特定领域的有关语言表达及其意义进行认知建模;再用逻辑表达式刻画关键性的情境要素之间的语义关系,并用语义公理来表示有关逻辑表达式之间的推导关系,从而形成概念层面的知识推理和语义计算的知识单元;然后,为有关语言现象建立词汇句法知识库,从词汇、语义和句法分布等方面对跟有关情境相对应的词汇和句式进行详细的描写,并且在情境网络、词汇—句法知识库和真实文本中的有关描述实例之间建立双向联系;最后,形成完整的词汇语义计算的知识平台,再应用到有关的自然语言处理系统中。文章还通过"领属转移"这个实例,对情境网络和词汇句法知识库的开发过程进行简要的说明;通过"亲属关系的自动推理"这个专家系统的研究和开发过程,对认知模型和情境网络、逻辑表示和语义公理、词汇—语义—句法知识库的建立、乃至算法设计和程序实现的全过程进行例示。 展开更多
关键词 认知(假设) 计算(分析) 情境(网络) 程序实现
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The Neglected Significance of Glomerular Density as a 5-year Progression Indicator for IgA Nephropathy 被引量:4
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作者 陈振杰 李航 +8 位作者 蔡建芳 张鑫 李超 邹佩美 李明喜 陈丽萌 李雪梅 李学旺 文煜冰 《Chinese Medical Sciences Journal》 CAS CSCD 2017年第3期145-151,共7页
Objective To investigate whether glomerular density (GD) could be an independent prognostic factor for patients of IgA nephropathy with estimated glomerular filtration rate (eGFR) of 30 to 60 ml/min per 1.73 m2, ... Objective To investigate whether glomerular density (GD) could be an independent prognostic factor for patients of IgA nephropathy with estimated glomerular filtration rate (eGFR) of 30 to 60 ml/min per 1.73 m2, or for patients with time-average proteinuria 〈 0.5 g/d. Methods A total of 173 patients with biopsy-confirmed IgA nephropathy diagnosed from January 2000 to December 2010 were included. All of these patients were followed up for more than 5 years. The endpoint was a 〉 30% of decline in eGFR from baseline after 5-year follow-up. The optimal cut-off value of GD was calculated by ROC curve. Kaplan-Meier method and Cox regression analysis was used for survival analysis. Results A 30% of decline in eGFR occurred in 14.5% of all patients. The optimal diagnostic cut-off value of GD was 1.99/mm2 (AUC = 0.90, sensitivity = 84.0%, specificity = 81.8%) determined by ROC curve. The low GD group (GD 〈 1.99 per mm2) experienced a significant increase in renal endpoint for patients with eGFR of 30 to 60 ml/min per 1.73 m2 (six patients in lower GD group, while one patient in the other group). For patients with time-average proteinuria 〈 0.5 g/d, the lower GD group showed a higher eGFR decline from baseline (4.5±16.7 ml/min per 1.73 m2 vs. –8.1±21.4 ml/min per 1.73 m2, P = 0.038); two patients in this group reached the endpoint, while no patients in the higher GD group did. Conclusion GD could be an independent prognostic factor for patients of IgA nephropathy with eGFR at 30 to 60 ml/min per 1.73 m2 of body surface, particularly for those with time-averaged amount of urine protein less than 0.5 g per day. 展开更多
关键词 glomerular density IgA nephropathy renal progression
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Frequency Response Computation and Error Analyses 被引量:5
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作者 姚晓先 林凡 《Journal of Beijing Institute of Technology》 EI CAS 1999年第4期381-385,共5页
Aim To derive the error formulae for the algorithm of frequency response computation. Methods This algorithm was introduced theoretically, the error sources of the algorithm were analyzed and the formulae of the mai... Aim To derive the error formulae for the algorithm of frequency response computation. Methods This algorithm was introduced theoretically, the error sources of the algorithm were analyzed and the formulae of the main error were derived. Results The repeatability and stability of the processing results of the algorithm are better than those measured by 1250 Frequency Analysor. Conclusion The error formulae derived are theoretically right and practically valid. 展开更多
关键词 frequency response error analysis computer aided test
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Research on service capacity of widened intersection based on traffic simulation
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作者 裴玉龙 程国柱 《Journal of Southeast University(English Edition)》 EI CAS 2003年第4期382-386,共5页
Delay analysis method is adopted to study the service capacity of a widened intersection. Traffic simulation software VISSIM is used for microscopic simulation of a widened intersection so as to obtain a delay curve. ... Delay analysis method is adopted to study the service capacity of a widened intersection. Traffic simulation software VISSIM is used for microscopic simulation of a widened intersection so as to obtain a delay curve. The delay-volume model of a widened intersection is established based on traffic simulation. The suggested value of basic service capacity of the widened left-turn lane is given along with how to determine correction factors and practical service capacity. 展开更多
关键词 traffic simulation widened intersection service capacity average delay
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3D FEM analysis for layered rock considering anisotropy of shear strength 被引量:3
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作者 张玉军 张维庆 《Journal of Central South University》 SCIE EI CAS 2010年第6期1357-1363,共7页
An empirical expression of cohesion (C) and friction angle (Ф) for layered rock was suggested. This expression was compared with a test result made by the former researchers. The constitutive relationship of a tr... An empirical expression of cohesion (C) and friction angle (Ф) for layered rock was suggested. This expression was compared with a test result made by the former researchers. The constitutive relationship of a transversely isotropic medium and Mohr-Coulomb criterion in which C and Ф vary with directions were employed, and a relative 3D elasto-plastic FEM code was developed, in which the important thing was to adopt a search-trial method to find the orientation angle (p) of shear failure plane (or weakest shear plane) with respect to the major principal stress as well as the corresponding C and Ф Taking an underground opening as the calculation object, the numerical analyses were carried out by using the FEM code for two cases of transversely isotropic rock and isotropic rock, respectively, and the computation results were compared. The results show that when the rock is a transversely isotropic one, the distributions of displacements, plastic zones and stress contours in the surrounding rock will be non-axisymmetric along the tunnel's vertical axis, which is very different from that of isotropic rock. The stability of the tunnel in transversely isotropic rock is relatively low. 展开更多
关键词 layered rock mass shear strength ANISOTROPY three dimensional finite element method computation analysis
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Analysis of behaviour of computational model to evaluate performance of heat pipe containing nanofluids 被引量:2
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作者 Rodrigo Vidonscky PINTO Flávio Augusto Sanzovo FIORELLI 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第5期1306-1326,共21页
Application of nanofluids in heat pipes usually presents satisfactory experimental results regarding a thermal resistance reduction of the heat pipe.However,the existing computational studies connecting heat pipes and... Application of nanofluids in heat pipes usually presents satisfactory experimental results regarding a thermal resistance reduction of the heat pipe.However,the existing computational studies connecting heat pipes and nanofluids lack a deeper discussion regarding the validity of the models currently used for representing the behaviour of a nanofluid in a heat pipe,particularly for unusual base fluids and nanoparticles such as carbon nanotubes or ethylene glycol.Thus,this comparative study presents the results of a set of computational simulations using pre-established equations for modelling a nanofluid in a heat pipe with experimental data from the literature.The results show agreement with the expected behaviour qualitatively and the presented maximum variations between 1.5% and 23.9% in comparison to the experimentally measured average temperatures.Also,the experimentally obtained temperature distribution of a heat pipe could not be reached numerically only with the use of adequate thermal properties,indicating that the boiling phenomenon is more complex than the current model used for computational simulations.Moreover,the existence of an optimal particle volume fraction for using nanofluids in this application could be observed by combining different properties models. 展开更多
关键词 heat pipe NANOFLUID computational analysis particle volume fraction
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Optimal online algorithms for scheduling on two identical machines under a grade of service 被引量:9
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作者 蒋义伟 何勇 唐春梅 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第3期309-314,共6页
This work is aimed at investigating the online scheduling problem on two parallel and identical machines with a new feature that service requests from various customers are entitled to many different grade of service ... This work is aimed at investigating the online scheduling problem on two parallel and identical machines with a new feature that service requests from various customers are entitled to many different grade of service (GoS) levels, so each job and machine are labelled with the GoS levels, and each job can be processed by a particular machine only when its GoS level is no less than that of the machine. The goal is to minimize the makespan. For non-preemptive version, we propose an optimal online al-gorithm with competitive ratio 5/3. For preemptive version, we propose an optimal online algorithm with competitive ratio 3/2. 展开更多
关键词 Online algorithm Competitive analysis Parallel machine scheduling Grade of service (GoS)
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Stability influence factors analysis and construction of a deep beam anchorage structure in roadway roof 被引量:8
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作者 Xie Shengrong Gao Mingming +4 位作者 Chen Dongdong Sun Yanding Pan Hao Su Hai Lan Shizhong 《International Journal of Mining Science and Technology》 EI CSCD 2018年第3期445-451,共7页
Deep beam anchorage structures based on spatial distribution analysis of the cable prestressed field have been proposed for roadway roof support, Stability and other factors that influence deep beam structures are stu... Deep beam anchorage structures based on spatial distribution analysis of the cable prestressed field have been proposed for roadway roof support, Stability and other factors that influence deep beam structures are studied in this paper using mechanical calculations, numerical analysis and field measurements, A mechanical model of deep beam structure subjected to multiple loading is established, including analysis of roof support in the return airway of S1203 working face in the Yuwu coal mine, China, The expression of maximum shear stress in the deep beam structure is deduced according to the stress superposition criterion, It is found that the primary factors affecting deep beam structure stability are deep beam thickness, cable pre-tension and cable spacing, The variation of maximum shear stress distribution and prestressed field diffusion effects according to various factors are analyzed using Matlah and FLAC3DTM software, and practical support parameters of the S1203 return airway roof are determined, According to the observations of rock pressure, there is no evidence of roof separation, and the maximum values of roof subsidence and convergence of wall rock are 72 and 48 mm, respectively, The results show that the proposed roof support design with a deep beam structure is feasible and achieves effective control of the roadway roof, 展开更多
关键词 Support structure Deep beam Maximum shear stress Influencing factors Stability control Roadway roof
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Identification of rice seed varieties using neural network 被引量:2
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作者 刘兆艳 成芳 +1 位作者 应义斌 饶秀勤 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE EI CAS CSCD 2005年第11期1095-1100,共6页
A digital image analysis algorithm based color and morphological features was developed to identify the six varieties (ey7954, syz3, xsl 1, xy5968, xy9308, z903) rice seeds which are widely planted in Zhejiang Provi... A digital image analysis algorithm based color and morphological features was developed to identify the six varieties (ey7954, syz3, xsl 1, xy5968, xy9308, z903) rice seeds which are widely planted in Zhejiang Province. Seven color and fourteen morphological features were used for discriminant analysis, Two hundred and forty kernels used as the training data set and sixty kernels as the test data set in the neural network used to identify rice seed varieties. When the model was tested on the test data set, the identification accuracies were 90.00%, 88.00%, 95.00%, 82.00%, 74.00%, 80.00% for ey7954, syz3, xsl1, xy5968, xy9308, z903 respectively. 展开更多
关键词 Machine vision Digital image processing Neural network Rice seeds CLASSIFICATION
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Behavioral response of tilapia (Oreochromis niloticus) to acute ammonia stress monitored by computer vision 被引量:7
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作者 徐建瑜 苗香雯 +1 位作者 刘鹰 崔绍荣 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE EI CAS CSCD 2005年第8期812-816,共5页
The behavioral responses of a tilapia (Oreochromis niloticus) school to low (0.13 mg/L), moderate (0.79 mg/L) and high (2.65 mg/L) levels of unionized ammonia (UIA) concentration were monitored using a computer vision... The behavioral responses of a tilapia (Oreochromis niloticus) school to low (0.13 mg/L), moderate (0.79 mg/L) and high (2.65 mg/L) levels of unionized ammonia (UIA) concentration were monitored using a computer vision system. The swimming activity and geometrical parameters such as location of the gravity center and distribution of the fish school were calculated continuously. These behavioral parameters of tilapia school responded sensitively to moderate and high UIA concen-tration. Under high UIA concentration the fish activity showed a significant increase (P<0.05), exhibiting an avoidance reaction to high ammonia condition, and then decreased gradually. Under moderate and high UIA concentration the school’s vertical location had significantly large fluctuation (P<0.05) with the school moving up to the water surface then down to the bottom of the aquarium alternately and tending to crowd together. After several hours’ exposure to high UIA level, the school finally stayed at the aquarium bottom. These observations indicate that alterations in fish behavior under acute stress can provide important in-formation useful in predicting the stress. 展开更多
关键词 Ammonia stress TILAPIA Computer vision AQUACULTURE
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Study of the features of outburst caused by rock cross-cut coal uncovering and the law of gas dilatation energy release 被引量:6
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作者 Yu Baohai Su Chengxiang Wang Deming 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第3期453-458,共6页
To study the law of gas dilatation energy release of rock cross-cut coal uncovering face, according to the analysis of the physical parameters distribution features of coal and rock mass in front of crosscut face,the ... To study the law of gas dilatation energy release of rock cross-cut coal uncovering face, according to the analysis of the physical parameters distribution features of coal and rock mass in front of crosscut face,the equations of elastic potential of coal and gas dilatation energy theory were set up to process a contrast calculation of the sizes of two kinds of energy. The results show that gas dilatation energy is the uppermost energy source causing outburst occurrence. Furthermore, the mathematical model of spherical flow field gas dilatation energy release was established and MATLAB software was applied to make a numerical calculation analysis on the law of gas dilatation energy release. The results indicate that the gas dilatation energy is closely related to gas parameters and its energy index does reflect the possibility of coal seam outburst. 展开更多
关键词 Rock cross-cut coal uncovering Gas dilatation energy Numerical calculation Coal and gas outburst
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Wave load computation in direct strength analysis of semi-submersible platform structures 被引量:7
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作者 ZHANGHai-bin RENHui-long DAIYang-shan GEFei 《Journal of Marine Science and Application》 2004年第1期7-13,共7页
A wave load computation approach in direct strength analysis of semi-submersible platform structures was presented in this paper. Considering the differences in shape of pontoon, column and beam, the combination of ac... A wave load computation approach in direct strength analysis of semi-submersible platform structures was presented in this paper. Considering the differences in shape of pontoon, column and beam, the combination of accumulative chord length cubic parameter spline theory and analytic method was adopted for generating the wet surface mesh of platform. The hydrodynamic coefficients of platform were calculated by the three-dimensional potential flow theory of the linear hydrodynamic problem for platform with low forward speed. The equation of platform motions was established and solved in frequency domain, and the responses of wave-induced loads on the platform can be obtained. With the interpolation method being utilized, the pressure loads on shell elements for finite element analysis (FEA) were converted from those on the hydrodynamic computation mesh, which pave the basis for FEA with commercial software.A computer program based on this method has been developed, and a calculation example of semi-submersible platform was illustrated.Analysis results show that this method is a satisfying approach of wave loads computation for this kind of platform. 展开更多
关键词 semi-submersible platform wave loads mesh-generating direct strength analysis
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NEW METHOD OF FORMATION DESIGN FOR BOTH GMTI AND INSAR USING DISTRIBUTED SATELLITES 被引量:1
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作者 Yuan Hao Zhou Yinqing Li Jingwen Sun Muhan 《Journal of Electronics(China)》 2007年第6期821-827,共7页
This letter proposes a method for designing a specific formation of satellites where the flying motion only exists in a circle orbit plane of the reference satellite, which means that the orbit eccentricity is zero. T... This letter proposes a method for designing a specific formation of satellites where the flying motion only exists in a circle orbit plane of the reference satellite, which means that the orbit eccentricity is zero. This method combines the Hill equation, the Kepler equation, and the geometrical inea^ing of orbit elements. It creates the redundancy condition to simplify the deducing process, utilizes multiple conditions to solve the orbit elements for the satellite formation, and obtains the analytical relationship of the orbit elements for the formation satellites with the formation parameters and the orbit elements of the reference satellite. Using these formulations, the orbit elements and formation parameters for the formation satellites can be solved for the given orbit elements of the reference satellite. The letter describes the proposed double-ellipse formation for both GMTI and InSAR, and the validity of the formation is demonstrated via simulation. 展开更多
关键词 Synthetic Aperture Radar (SAR) Double-ellipse formation Dual-interferometry Orbit design
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A method for real power transfer allocation using multivariable regression analysis 被引量:6
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作者 Hussain Shareef Azah Mohamed +1 位作者 Saifunizam Abd.Khalid Mohd Wazir Mustafa 《Journal of Central South University》 SCIE EI CAS 2012年第1期179-186,共8页
A multivariable regression(MVR) approach is proposed to identify the real power transfer between generators and loads.Based on solved load flow results,it first uses modified nodal equation method(MNE) to determine re... A multivariable regression(MVR) approach is proposed to identify the real power transfer between generators and loads.Based on solved load flow results,it first uses modified nodal equation method(MNE) to determine real power contribution from each generator to loads.Then,the results of MNE method and load flow information are utilized to determine suitable regression coefficients using MVR model to estimate the power transfer.The 25-bus equivalent system of south Malaysia is utilized as a test system to illustrate the effectiveness of the MVR output compared to that of the MNE method.The error of the estimate of MVR method ranges from 0.001 4 to 0.007 9.Furthermore,when compared to MNE method,MVR method computes generator contribution to loads within 26.40 ms whereas the MNE method takes 360 ms for the calculation of same real power transfer allocation.Therefore,MVR method is more suitable for real time power transfer allocation. 展开更多
关键词 power tracing multivariable regression power systems DEREGULATION
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Characteristics of supersonic flow in new type externally pressurized spherical air bearings 被引量:2
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作者 WANG Fu-sheng BAO Gang 《Journal of Central South University》 SCIE EI CAS 2012年第1期128-134,共7页
In order to predict accurately the characteristics of supersonic flow in new type externally pressurized spherical air bearings under large bearing clearance and high air supply pressure, which could decrease their lo... In order to predict accurately the characteristics of supersonic flow in new type externally pressurized spherical air bearings under large bearing clearance and high air supply pressure, which could decrease their load carrying capacity and stability, a CFD-based analysis was introduced to solve the three-dimensional turbulent complete compressible air flow governing equations. The realizable κ-ε model was used as a turbulent closure illustrate that the interaction exists between shock waves The supersonic flow field near air inlets was analyzed. The flow structures and boundary layer, and the flow separation is formed at the lower comer and the lower wall around the point of a maximum velocity. The numerical results show that the conversion from supersonic flow to subsonic flow in spherical air bearing occurs through a shock region (pseudo-shock), and the viscous boundary layer results in the flow separation and reverse flow near the shock. The calculation results basically agree with the corresponding experimental data. 展开更多
关键词 supersonic flow spherical air bearings Mach number shock wave
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New Exact Solutions of Zakharov-Kuznetsov Equation 被引量:1
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作者 HU Heng-Chun 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第3期559-561,共3页
The Zakharov-Kuznetsov equation is proved to be nonintegrable by standard Painleve approach and three new types of soliton solutions are obtained by means of the nonstandard truncation of the extended Painleve analysi... The Zakharov-Kuznetsov equation is proved to be nonintegrable by standard Painleve approach and three new types of soliton solutions are obtained by means of the nonstandard truncation of the extended Painleve analysis approach. 展开更多
关键词 extended Painleve analysis soliton solution
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CT characteristics of ovarian dysgerminoma 被引量:2
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作者 Xiaoping Yu 《The Chinese-German Journal of Clinical Oncology》 CAS 2008年第12期735-737,共3页
Objective: To study the CT features of ovarian dysgerminoma. Methods: CT findings of 11 cases with pathologically-proved dysgerminoma of ovary were retrospectively analyzed. Results: All the 11 cases were solitary. Th... Objective: To study the CT features of ovarian dysgerminoma. Methods: CT findings of 11 cases with pathologically-proved dysgerminoma of ovary were retrospectively analyzed. Results: All the 11 cases were solitary. The maximum diameter of lesion was averagely 17.1 cm. The tumor presented as a solid (n = 8) or cystic-solid (n = 3) mass. After contrast medium administration, the solid component of the lesions showed prominent enhancement on CT scan. Blood vessels were found in 5 masses. Of the 11 cases with ovarian dysgerminoma, invasion of adjacent structure (n=4), ascites (n=6) and adenopathy in pelvic wall (n=3) were demonstrated. Conclusion: Ovarian dysgerminoma has its CT characteristics. Associated with clinic data, CT is helpful in the diagnosis and differential diagnosis of ovarian dysgerminoma. 展开更多
关键词 OVARY DYSGERMINOMA tomography X-ray computed
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Throughput-efficient wireless system and blind detection via improved particle filtering 被引量:2
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作者 冯熳 Wu Lenan 《High Technology Letters》 EI CAS 2009年第2期192-197,共6页
This paper introduces throughput-efficient wireless system based on an extension to binary phasemodulations,named extended binary phase shift keying(EBPSK),and the corresponding analysis ofpower spectra,especially the... This paper introduces throughput-efficient wireless system based on an extension to binary phasemodulations,named extended binary phase shift keying(EBPSK),and the corresponding analysis ofpower spectra,especially the extension to channel capacity are given.Importantly,a novel sequential es-timation and detection approach for this EBPSK system is proposed.The basic idea is to design a proba-bilistic approximation method for the computation of the maximum a posterior distribution via particle fil-tering method(PF).Subsequently,a new important function in PF is presented,so that the performanceof the detector has a great improvement.Finally,computer simulation illustrates that EBPSK system hasvery high transmission rate,and also the good performance of the proposed PF detector is demonstrated. 展开更多
关键词 extended binary phase shift keying (EBPSK) channel capacity particle filtering (PF) power spectrum ultra narrow-band (UNB)
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A LINEAR APPROACH TO METRIC CIRCUMFERENCE COMPUTATIO FOR DIGITIZED CONVEX SHAPES 被引量:3
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作者 Chen Ken Zhao Pan Yang Rener 《Journal of Electronics(China)》 2008年第4期572-575,共4页
Metric measurement of digitized shapes is commonly applied in optical measuring systems.In this letter,three shape-related factors defined by the authors are used in the construction of amultiple linear regression mod... Metric measurement of digitized shapes is commonly applied in optical measuring systems.In this letter,three shape-related factors defined by the authors are used in the construction of amultiple linear regression model which is utilized to compute the circumference of the convex shapes inmillimeter unit.The model is first built upon the relationship hypothesis and then its adequacy ismathematically validated.The results of applying the developed model to the given number of convexshapes in a finite circumferential length range suggest that,in terms of percent error,the model pre-cision is to satisfaction by being within±4%.The test also shows the model’s robustness against theshape’s orientation anisotropy. 展开更多
关键词 Metric measurement Circumference computation Digital image analysis Modeling
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