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基于Point-Attention点云分类的激光雷达故障诊断方法研究
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作者 谭光兴 程星 陈海峰 《现代电子技术》 北大核心 2025年第20期10-17,共8页
在智能车辆和自主机器人领域,激光雷达传感器因高精度和可靠性,被广泛应用于环境感知和物体检测,因此其故障诊断尤为重要。激光雷达内部的故障往往有固件提醒,而外部环境因素导致的故障检测挑战较大,比如车辆形变、污垢等导致的激光点... 在智能车辆和自主机器人领域,激光雷达传感器因高精度和可靠性,被广泛应用于环境感知和物体检测,因此其故障诊断尤为重要。激光雷达内部的故障往往有固件提醒,而外部环境因素导致的故障检测挑战较大,比如车辆形变、污垢等导致的激光点云遮挡故障,难以直接在固件层面体现,需通过外部检测进行诊断。为此,提出一种基于Point-Attention激光雷达遮挡故障诊断方法。首先,结合多头几何注意力机制模块与CBAM模块、残差连接机制,增强了模型对点云数据中关键特征的提取能力,提高了分类准确性和鲁棒性;在真实的ScanObjectNN数据集和ModelNet40基准数据集上对Point-Attention模型进行了实验。该模型在分类任务上准确率分别达到了93.7%、82.5%。其次,融合了一种时间特征捕捉机制,从而使模型能够更好地适应现实场景中的时间相关性,进而更准确地处理激光雷达的遮挡故障。实验结果表明,所提方法能有效诊断激光雷达遮挡故障,最佳总体精度达99%以上,为激光雷达故障诊断提供了一种高效准确的解决方案。 展开更多
关键词 激光雷达 故障诊断 点云分类 残差连接 遮挡检测 时间特征捕捉
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Point-GBLS:结合深宽度学习的三维点云分类网络
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作者 张国有 左嘉欣 +3 位作者 潘理虎 郝志祥 郭伟 张雪楠 《计算机系统应用》 2025年第3期1-13,共13页
基于点云的三维物体识别和检测是计算机视觉和自主导航领域的一个重要研究课题.如今,深度学习算法大大提高了三维点云分类的准确性和鲁棒性.然而,深度学习网络通常存在网络结构复杂、训练过程耗时等问题.本文提出了一种三维点云分类网络... 基于点云的三维物体识别和检测是计算机视觉和自主导航领域的一个重要研究课题.如今,深度学习算法大大提高了三维点云分类的准确性和鲁棒性.然而,深度学习网络通常存在网络结构复杂、训练过程耗时等问题.本文提出了一种三维点云分类网络Point-GBLS,它将深度学习和宽度学习系统结合在一起.网络结构简单,训练时间短.首先通过基于深度学习的特征提取网络提取点云特征,然后用改进的宽度学习系统对其进行分类.ModelNet40和ScanObjectNN数据集上的实验表明,Point-GBLS识别准确率分别达到92%以上和78%以上,训练时间低于同类深度学习方法的50%以上,优于具有相同骨干的深度学习网络. 展开更多
关键词 三维模型分类 点云 深度学习 宽度学习系统
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基于point-of-care理念的手卫生设施设置现状调查 被引量:16
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作者 胡美华 姚希 +8 位作者 赵艳春 贾建侠 赵秀莉 贾会学 钱晶京 张然 路简羽 张冰丽 李六亿 《中国感染控制杂志》 CAS CSCD 北大核心 2021年第8期716-719,共4页
目的基于point-of-care(POC)理念调查某三级甲等综合性教学医院手卫生设施的设置现状。方法采用横断面方法调查该院各诊疗区域主要供医务人员使用的手卫生设施种类、数量、位置、设施完备程度,以及速干手消毒剂的消耗量。结果调查102个... 目的基于point-of-care(POC)理念调查某三级甲等综合性教学医院手卫生设施的设置现状。方法采用横断面方法调查该院各诊疗区域主要供医务人员使用的手卫生设施种类、数量、位置、设施完备程度,以及速干手消毒剂的消耗量。结果调查102个区域,1165间诊疗用房,手卫生设施配置率为96.48%,洗手池完备率为91.37%%,不同区域完备率比较,差异有统计学意义(P<0.01)。80.53%的速干手消毒剂设置符合POC理念,59.51%的普通病区病室速干手消毒剂设置符合POC理念,速干手消毒剂设置符合POC理念比例高的科室手消毒剂消耗量相对较高。结论手卫生设施的设置和改进应强化POC理念,以提高手卫生依从性和预防医院感染的发生。 展开更多
关键词 手卫生 设施 point-of-care(POC) 医院感染
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Decomposition of Point-Symmetry Using Ordinal Quasi Point-Symmetry for Ordinal Multi-Way Tables
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作者 Yusuke Saigusa Kouji Tahata Sadao Tomizawa 《Open Journal of Statistics》 2016年第3期381-386,共6页
For multi-way tables with ordered categories, the present paper gives a decomposition of the point-symmetry model into the ordinal quasi point-symmetry and equality of point-symmetric marginal moments. The ordinal qua... For multi-way tables with ordered categories, the present paper gives a decomposition of the point-symmetry model into the ordinal quasi point-symmetry and equality of point-symmetric marginal moments. The ordinal quasi point-symmetry model indicates asymmetry for cell probabilities with respect to the center point in the table. 展开更多
关键词 DECOMPOSITION Multi-Way Table Ordinal Quasi point-Symmetry point-Symmetry
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Perihepatic nodes detected by point-of-care ultrasound in acute hepatitis and acute-on-chronic liver disease 被引量:5
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作者 I Che Feng Szu Jen Wang +5 位作者 Ming Jen Sheu Lok-Beng Koay Ching Yih Lin Chung Han Ho Chi Shu Sun Hsing Tao Kuo 《World Journal of Gastroenterology》 SCIE CAS 2015年第44期12620-12627,共8页
AIM: To study the manifestations of perihepatic lymph nodes during the episode of acute hepatitis flare by point-of-care ultrasonography.METHODS: One hundred and seventy-six patients with an episode of acute hepatitis... AIM: To study the manifestations of perihepatic lymph nodes during the episode of acute hepatitis flare by point-of-care ultrasonography.METHODS: One hundred and seventy-six patients with an episode of acute hepatitis flare(ALT value > 5 × upper normal limit) were enrolled retrospectively. Diagnosis of etiology of the acute hepatitis flare was based on chart records and serological and virological assays. The patients were categorized into two groups(viral origin and non-viral origin) and further defined into ten subgroups according to the etiologies. An ultrasonograpy was performed within 2 h to 72 h(median, 8 h). The maximum size of each noticeable lymph node was measured. Correlation between clinical parameters and nodal manifestations was analyzed RESULTS: Enlarged lymph nodes(width ≥ 5mm)were noticeable in 110(62.5%) patients, mostly in acute on chronic hepatitis B(54.5%). The viral group had a higher prevalence rate(89/110 = 80.9%) and larger nodal size(median, 7 mm) than those of the non-viral group(21/66 = 31.8%; median, 0 mm)(P < 0.001 for both). Meanwhile, there were significant differences in the nodal size between acute and chronic viral groups(P < 0.01), and between acute hepatitis A and non-hepatitis A viral groups(P < 0.001). In logistical regression analysis, the nodal width still showed strong significance in multivariate analysis(P < 0.0001) to stratify the two groups. The area under the curve of ROC was 0.805, with a sensitivity of 80.9%, a specificity of 68.2%, positive predictive value of 80.92%, negative predictive value of 68.18%, and an accuracy of 76.14%. CONCLUSION: Point-of-care ultrasonography to detect perihepatic nodal change is valuable for clarifying the etiologies in an episode of acute hepatitis flare. 展开更多
关键词 point-OF-CARE ULTRASONOGRAPHY Perihepatic LYMPH no
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Tool Path Generation for Clean-up Machining of Impeller by Point-searching Based Method 被引量:6
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作者 TANG Ming ZHANG Dinghua +1 位作者 LUO Ming WU Baohai 《Chinese Journal of Aeronautics》 SCIE EI CSCD 2012年第1期131-136,共6页
Machining quality of clean-up region has a strong influence on the performances of the impeller. In order to plan clean-up tool paths rapidly and obtain good finish surface quality, an efficient and robust tool path g... Machining quality of clean-up region has a strong influence on the performances of the impeller. In order to plan clean-up tool paths rapidly and obtain good finish surface quality, an efficient and robust tool path generation method is presented, which employs an approach based on point-searching. The clean-up machining mentioned in this paper is pencil-cut and multilayer fillet-cut for a free-form model with a ball-end cutter. For pencil-cut, the cutter center position can be determined via judging whether it satisfies the distance requirement. After the searching direction and the tracing direction have been determined, by employing the point-searching algorithm with the idea of dichotomy, all the cutter contact (CC) points and cutter location (CL) points can be found and the clean-up boundaries can also be defined rapidly. Then the tool path is generated. Based on the main concept of pencil-cut, a multilayer fillet-cut method is proposed, which utilizes a ball-end cutter with its radius less than the design radius of clean-up region. Using a sequence of intermediate virtual cutters to divide the clean-up region into several layers and given a cusp-height tolerance for the final layer, then the tool paths for all layers are calculated. Finally, computer implementation is also presented in this paper, and the result shows that the proposed method is feasible. 展开更多
关键词 NC machining IMPELLERS tool path CLEAN-UP point-searching
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Performance of microbiological control by a point-of-use filter system for drinking water purification 被引量:5
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作者 SU Fengyi LUO Mingfang +3 位作者 ZHANG Fei LI Peng LOU Kai XING Xinhui 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2009年第9期1237-1246,共10页
Purification capacity of a faucet mounted type water filter for home use was evaluated, particularly with regard to microbiological performance under different running conditions. Biofilms were formed inside the filte... Purification capacity of a faucet mounted type water filter for home use was evaluated, particularly with regard to microbiological performance under different running conditions. Biofilms were formed inside the filter, affecting the bacterial quality of the effluent water. Low flow rate, long stagnation period and high filter temperature were found favorable for bacterial growth inside. By commercial analytical profile index (API) kits, ten different bacterial species were identified in drinking water, four of which were probably contributed to the biofilm formation since they were also present in the biofilm. Fluorescence in situ hybridization (FISH) was used to confirm the API identification results, and direct viable count (DVC) method was employed to improve the sensitivity of FISH for the isolated Acinetobacter spp. and Pseudomonas putida as models. Relationship between the filter operating condition and the bacterial community alteration was partly revealed, which could provide the basic knowledge for the filter design and its practical use. 展开更多
关键词 drinking water point-of-use filter BIOFILM bacteria community activated carbon
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Flag-transitive point-primitive 2-(v,k,4) symmetric designs and two dimensional classical groups 被引量:5
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作者 ZHOU Sheng-lin TIAN De-lu 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2011年第3期334-341,共8页
Let D be a 2-(v, k, 4) symmetric design and G be a flag-transitive point-primitive automorphism group of D with X ≥G ≤Aut(X) where X ≌ PSL2(q).Then D is a 2-(15,8,4) symmetric design with X = PSL2(9) and ... Let D be a 2-(v, k, 4) symmetric design and G be a flag-transitive point-primitive automorphism group of D with X ≥G ≤Aut(X) where X ≌ PSL2(q).Then D is a 2-(15,8,4) symmetric design with X = PSL2(9) and Xx = PGL2(3) where x is a point of D. 展开更多
关键词 Symmetric design FLAG-TRANSITIVE point-primitive two dimensional classical group.
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TWO PRIVACY-PRESERVING PROTOCOLS FOR POINT-CURVE RELATION 被引量:6
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作者 Liu Liang Wu Chunying Li Shundong 《Journal of Electronics(China)》 2012年第5期422-430,共9页
Numerous privacy-preserving issues have emerged along with the fast development of Internet, both in theory and in real-life applications. To settle the privacy-preserving problems, secure multi-party computation is e... Numerous privacy-preserving issues have emerged along with the fast development of Internet, both in theory and in real-life applications. To settle the privacy-preserving problems, secure multi-party computation is essential and critical. In this paper, we have solved two problems regarding to how to determine the position relation between points and curves without revealing any private information. Two protocols have been proposed in order to solve the problems in different conditions. In addition, some building blocks have been developed, such as scalar product protocol, so that we can take advantage of them to settle the privacy-preserving computational geometry problems which are a kind of special secure multi-party computation problems. Moreover, oblivious transfer and power series expansion serve as significant parts in our protocols. Analyses and proofs have also been given to argue our conclusion. 展开更多
关键词 Secure multiparty computation PRIVACY-PRESERVING point-curve relation Power series expansion
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Point-of-care detection of Microcystin-LR with a personal glucose meter in drinking water source 被引量:2
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作者 Lifang Zhao Long Teng +1 位作者 Juan Zhang He Li 《Chinese Chemical Letters》 SCIE CAS CSCD 2019年第5期1035-1037,共3页
In this study,a point-of-care sensing protocol has been reported for rapid and sensitive detection of Microcystin-LR(MC-LR)in water by personal glucose meter.The proposed immunosensor has been fabricated by using a pr... In this study,a point-of-care sensing protocol has been reported for rapid and sensitive detection of Microcystin-LR(MC-LR)in water by personal glucose meter.The proposed immunosensor has been fabricated by using a primary antibody coated ZnFe2O4 nanoparticles to capture the target MC-LR.Consequently,the invertase@secondary antibody-conjugated graphene oxide-Au NPs can be immobilized for formating the sandwich immuno-complexes,which allowed for enzymatic conversion of sucrose to glucose.Thus,the concentration of MC-LR can be refelected by the converted glucose,which can be easily measured by the personal glucose meter(PGM).The PGM readout immunosensing method possessed good reproducibility and stability,which may have significant potential for other applications. 展开更多
关键词 MICROCYSTIN-LR PERSONAL GLUCOSE meter point-OF-CARE DETECTION Graphene oxide IMMUNOASSAY
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CLINICAL ANALYSIS ON TREATMENT OF 40 CASES OF HYPERLIPEMIA WITH POINT-INJECTION OF RADIX SALVIAE MILTIORRZHIZAE INJECTION 被引量:2
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作者 王华 《World Journal of Acupuncture-Moxibustion》 1998年第4期20-22,共3页
In the present paper, the effect of point-injection of Radix Salviae Miltiorrhizae injectio on blood-lipid was observed in 65 cases of hyperlipemia. The 65 patients were divided into point-injection group (40 cases wh... In the present paper, the effect of point-injection of Radix Salviae Miltiorrhizae injectio on blood-lipid was observed in 65 cases of hyperlipemia. The 65 patients were divided into point-injection group (40 cases who were treated with point-injection of Radix Salviae Miltiorrhizae injectio and oral administration of Shujiangzhi) and control group (25 cases who were treated with oral administration of Shujiangzhi only). Results showed that the total effective rate of the point-injection group was significantly higher than that of the control group (P<0. 05); point-injection of Radix Salviae Miltiorrhizae injectio could effectively raise the level of HDL-C, decrease lower LDL-C and regulate estrogen level of women. The slow releasing action of red sage root solution in the topical acupoint region prolonged and enhanced its effect in lowering blood-lipid. There was a significant difference between the two groups in the effect of lowering blood-fat (P< 0. 01). 展开更多
关键词 HYPERLIPEMIA point-injection therapy HYDRO-ACUPUNCTURE RADIX Salviae Miltiorrhizae injectio
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Effect of Point-of-care Hemoglobin/Hematocrit Devices and Autologous Blood Salvage on Reduction of Perioperative Allogeneic Blood Transfusion 被引量:4
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作者 Wei-yun Chen Xue-rong Yu +2 位作者 Jiao Zhang Qing Yuan Yu-guang Huang 《Chinese Medical Sciences Journal》 CAS CSCD 2016年第2期83-88,共6页
Objective To evaluate the effect of point-of-care hemoglobin/hematocrit(POC HGB/HCT) devices and intraoperative blood salvage on the amount of perioperative allogeneic blood transfusion and blood conservation in clini... Objective To evaluate the effect of point-of-care hemoglobin/hematocrit(POC HGB/HCT) devices and intraoperative blood salvage on the amount of perioperative allogeneic blood transfusion and blood conservation in clinical practice. Methods A total of 46 378 medical records of 22 selected hospitals were reviewed. The volume of allogeneic red blood cell and plasma, number of patients transfused, number of intraoperative autologous blood salvage, total volume of autologous blood transfusion, and amount of surgery in the year of 2011 and 2013 were tracked. Paired t-test was used in intra-group comparison, while t-test of two isolated samples carried out in inter-group comparison. P<0.05 was defined as statistically significant difference. Results In the hospitals where POC HGB/HCT device was used(n=9), the average allogeneic blood transfusion volume per 100 surgical cases in 2013 was significantly lower than that in 2011(39.86±20.20 vs. 30.49±17.50 Units, t=3.522, P=0.008). In the hospitals without POC HGB/HCT meter, the index was not significantly different between 2013 and 2011. The average allogeneic blood transfusion volume was significantly reduced in 2013 than in 2011 in the hospitals where intraoperative autologous blood salvage ratio [autologous transfusion volume/(autologous transfusion volume+allogeneic transfusion volume)] was increased(n=12, t=2.290, P=0.042). No significant difference of the above index was found in the hospitals whose autologous transfusion ratio did not grow. Conclusion Intraoperative usage of POC HGB/HCT devices and increasing autologous transfusion ratio could reduce perioperative allogeneic blood transfusion. 展开更多
关键词 point-OF-CARE hemoglobin/hematocrit devices AUTOLOGOUS BLOOD TRANSFUSION BLOOD management red BLOOD cell TRANSFUSION TRANSFUSION practices
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基于Point-to-Plane ICP的点云与影像数据自动配准 被引量:4
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作者 张星 张双星 《计算机与数字工程》 2017年第12期2510-2514,2546,共6页
针对三维激光点云与二维影像数据的融合问题,采用了一种基于Point-to-Plane ICP的配准方法;该方法仅采用一块普通的平面黑白棋盘格作为标定板,能同时完成单目相机的标定与三维激光扫描仪和相机的联合标定,进而实现三维点云数据与二维影... 针对三维激光点云与二维影像数据的融合问题,采用了一种基于Point-to-Plane ICP的配准方法;该方法仅采用一块普通的平面黑白棋盘格作为标定板,能同时完成单目相机的标定与三维激光扫描仪和相机的联合标定,进而实现三维点云数据与二维影像数据的配准;与以往基于控制点或者边缘对应的配准方法不同,该方法使用RANSAC算法自动提取场景中的标定平面,通过优化点到平面的距离来求取两组数据的变换。实验结果表明,该配准方法减少了人工的干预,并获得了很高的精度。 展开更多
关键词 三维点云 二维影像 自动配准 point-to-PlaneICP
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Surgeon-performed point-of-care ultrasound in severe eye trauma: Report of two cases 被引量:1
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作者 Fikri M Abu-Zidan Korana Balac Chetana Anand Bhatia 《World Journal of Clinical Cases》 SCIE 2016年第10期344-350,共7页
The indications of point-of-care ultrasound(POCUS) in the management of multiple trauma patients have been expanding. Although computed tomography(CT) scan of the orbit remains the gold standard for imaging orbital tr... The indications of point-of-care ultrasound(POCUS) in the management of multiple trauma patients have been expanding. Although computed tomography(CT) scan of the orbit remains the gold standard for imaging orbital trauma, ultrasound is a quick, safe, and portable tool that can be performed bedside. Here we report two patients who had severe eye injuries with major visual impairment where surgeon-performed POCUS was very useful. One had a foreign body injury while the other had blunt trauma. POCUS was done using a linear probe under sterile conditions with minimum pressure on the eyes. Ultrasound showed a foreign body at the back of the left eye globe touching the eye globe in the first patient, and was normal in the second patient. Workup using CT scan, fundsocopy, optical coherence tomography, and magnetic resonance imaging of the orbits confirmed these findings. The first patient had vitreous and sub retinal haemorrhage and a full thickness macular hole of the left eye, while the second had traumatic optic neuropathy. POCUS gave accurate information concerning severe eye injuries. Trauma surgeons and emergency physicians should be trained in performing ocular ultrasound for eye injuries. 展开更多
关键词 Eye INJURY TRAUMA point-OF-CARE ULTRASOUND
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Magnetic vortex gyration mediated by point-contact position 被引量:1
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作者 Hua-Nan Li Zi-Wei Fan +2 位作者 Jia-Xin Li Yue Hu Hui-Lian Liu 《Chinese Physics B》 SCIE EI CAS CSCD 2019年第10期531-534,共4页
Micromagnetic simulation is employed to study the gyration motion of magnetic vortices in distinct permalloy nanodisks driven by a spin-polarized current. The critical current density for magnetic vortex gyration, eig... Micromagnetic simulation is employed to study the gyration motion of magnetic vortices in distinct permalloy nanodisks driven by a spin-polarized current. The critical current density for magnetic vortex gyration, eigenfrequency, trajectory, velocity and the time for a magnetic vortex to obtain the steady gyration are analyzed. Simulation results reveal that the magnetic vortices in larger and thinner nanodisks can achieve a lower-frequency gyration at a lower current density in a shorter time. However, the magnetic vortices in thicker nanodisks need a higher current density and longer time to attain steady gyration but with a higher eigenfrequency. We also find that the point-contact position exerts different influences on these parameters in different nanodisks, which contributes to the control of the magnetic vortex gyration. The conclusions of this paper can serve as a theoretical basis for designing nano-oscillators and microwave frequency modulators. 展开更多
关键词 magnetic VORTEX SPIN-POLARIZED current point-CONTACT MICROMAGNETIC simulation
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Point-In-Polyhedra Test with Direct Handling of Degeneracies 被引量:1
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作者 CUI Shulin ZHANG Shuqing +3 位作者 CHEN Xuanxi PANG Zhenping FU Xiaoyang ZHANG Xu 《Geo-Spatial Information Science》 2011年第2期91-97,共7页
The Point-In-Polyhedron problem is to check whether a point is inside or outside of a given polyhedron.When a degenerate case is detected,the traditional ray-crossing algorithms avoid the case by selecting a different... The Point-In-Polyhedron problem is to check whether a point is inside or outside of a given polyhedron.When a degenerate case is detected,the traditional ray-crossing algorithms avoid the case by selecting a different ray or erase the case by perturbing input data.This paper introduces a Threshold-Based Ray-Crossing (TBRC) algorithm for solving the Point-In-Polyhedron problem.The TBRC algorithm copes directly with degenerate cases by checking whether to count the face intersecting with the ray.It is worth mentioning that the TBRC algorithm can handle all degeneracies without extra computation and storage.Moreover,we analyze the basic algorithm and examine how to accelerate it.The experimental results show that TBRC algorithm is highly efficient and robust for the Point-In-Polyhedron problem,compared to a classical tetrahedron-based algorithm without pre-processing. 展开更多
关键词 TBRC the edge-face problem point-In-Polyhedron
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OBSERVATION ON 30 CASES WITH TEMPOROMANDIBULAR ARTICULAR DYSFUNCTION SYNDROME TREATED BY AURICULAR-POINT-PRESSING THERAPY 被引量:1
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作者 Song Nanchang, Nanchang Hospital of the Integration of Traditional and Western Medicine, Nanchang, Jiangxi Province 330000, ChinaZhong Chongyang, Department of Acupuncture of Jiangxi College of Traditional Chinese Medicine, Nanchang, Jiangxi Province 330006, China 《World Journal of Acupuncture-Moxibustion》 1993年第1期14-16,6,共4页
The writer has treated 30 cases of temporomandibular articular dysfunction syn-drome with only auricular pressing therapy. The method: A seed of vaccaria segetalis is used to tapethe Antitratic Apex point and the Shen... The writer has treated 30 cases of temporomandibular articular dysfunction syn-drome with only auricular pressing therapy. The method: A seed of vaccaria segetalis is used to tapethe Antitratic Apex point and the Shenmen point of ear, then the practitioner presses the seed withhand to produce sensations, such as distension, numbness, heat, and a little sweating etc.. Exchangtwo sides of the ears alternatively. The treatment is performed once every two or three days and threetimes are constituted one course. In one or three courses we can obtain the therapeutic effectiveness as50% cured, 43% improved and 6.7% failed. 展开更多
关键词 TEMPOROMANDIBULAR articulation DYSFUNCTION Auricular-point-pressing THERAPY Vaccaria segetalis
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Comparison of two Bayesian-point-estimation methods in multiple-source localization 被引量:1
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作者 LI Qianqian MING Pingshou +2 位作者 YANG Fanlin ZHANG Kai WU Ziyin 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2018年第6期11-17,共7页
Environmental uncertainty represents the limiting factor in matched-field localization. Within a Bayesian framework, both the environmental parameters, and the source parameters are considered to be unknown variables.... Environmental uncertainty represents the limiting factor in matched-field localization. Within a Bayesian framework, both the environmental parameters, and the source parameters are considered to be unknown variables. However, including environmental parameters in multiple-source localization greatly increases the complexity and computational demands of the inverse problem. In the paper, the closed-form maximumlikelihood expressions for source strengths and noise variance at each frequency allow these parameters to be sampled implicitly, substantially reducing the dimensionality and difficulty of the inversion. This paper compares two Bayesian-point-estimation methods: the maximum a posteriori(MAP) approach and the marginal posterior probability density(PPD) approach to source localization. The MAP approach determines the sources locations by maximizing the PPD over all source and environmental parameters. The marginal PPD approach integrates the PPD over the unknowns to obtain a sequence of marginal probability distribution over source range or depth.Monte Carlo analysis of the two approaches for a test case involving both geoacoustic and water-column uncertainties indicates that:(1) For sensitive parameters such as source range, water depth and water sound speed, the MAP solution is better than the marginal PPD solution.(2) For the less sensitive parameters, such as,bottom sound speed, bottom density, bottom attenuation and water sound speed, when the SNR is low, the marginal PPD solution can better smooth the noise, which leads to better performance than the MAP solution.Since the source range and depth are sensitive parameters, the research shows that the MAP approach provides a slightly more reliable method to locate multiple sources in an unknown environment. 展开更多
关键词 source localization Bayesian-point-estimation method uncertain environment
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Distinction between critical current effects and intrinsic anomalies in the point-contact Andreev reflection spectra of unconventional superconductors 被引量:1
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作者 Ge He Zhong-Xu Wei +12 位作者 Jérémy Brisbois Yan-Li Jia Yu-Long Huang Hua-Xue Zhou Shun-Li Ni Alejandro V Silhanek Lei Shan Bei-Yi Zhu Jie Yuan Xiao-Li Dong Fang Zhou Zhong-Xian Zhao Kui Jin 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第4期451-459,共9页
In this work,we discuss the origin of several anomalies present in the point-contact Andreev reflection spectra of(Li1-xFex)OHFeSe,LiTi2O4,and La2-xCexCuO4.While these features are similar to those stemming from int... In this work,we discuss the origin of several anomalies present in the point-contact Andreev reflection spectra of(Li1-xFex)OHFeSe,LiTi2O4,and La2-xCexCuO4.While these features are similar to those stemming from intrinsic superconducting properties,such as Andreev reflection,electron-boson coupling,multigap superconductivity,d-wave and p-wave pairing symmetry,they cannot be accounted for by the modified Blonder–Tinkham–Klapwijk(BTK) model,but require to consider critical current effects arising from the junction geometry.Our results point to the importance of tracking the evolution of the dips and peaks in the differential conductance as a function of the bias voltage,in order to correctly deduce the properties of the superconducting state. 展开更多
关键词 critical current effect point-contact Andreev reflection unconventional superconductor
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