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基于神经网络的伽马射线定位算法及CUDA计算
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作者 彭敬 王磊 +4 位作者 卢位 杜雨昆 李浩炫 孟娜 邹科峰 《核电子学与探测技术》 CAS 北大核心 2024年第4期663-672,共10页
为实现便携式核辐射成像场景下利用神经网络进行伽马射线定位的快速GPU计算,提出了一种基于CUDA的伽马射线定位计算方法。首先描述了伽马射线探测器模型、MURA成像系统和神经网络射线定位模型,然后对FCNN射线定位模型进行并行计算分析,... 为实现便携式核辐射成像场景下利用神经网络进行伽马射线定位的快速GPU计算,提出了一种基于CUDA的伽马射线定位计算方法。首先描述了伽马射线探测器模型、MURA成像系统和神经网络射线定位模型,然后对FCNN射线定位模型进行并行计算分析,在Jetson Xavier NX平台下实现了基于CUDA的伽马射线定位计算,并验证了该计算方法的准确性和对其计算效率进行对比分析。实验结果表明,对于10000组事件数据,设计的基于CUDA的射线定位计算与CPU射线定位计算结果几乎一致,其实际计算耗时11.5 ms,约为CPU射线定位计算的加速比的364倍。 展开更多
关键词 辐射成像 射线定位 神经网络 推理计算 CUDA
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定位X射线侧位头颅片在诊断儿童阻塞性睡眠呼吸暂停低通气综合征中的价值 被引量:3
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作者 刘志明 左艳萍 +1 位作者 张继华 宋冬梅 《生物医学工程与临床》 CAS 2012年第2期155-158,共4页
目的采用定位X射线侧位头颅片的检查技术,观察儿童阻塞性睡眠呼吸暂停低通气综合征的腺样体肥大及颅骨测量,评估该方法在评估腺样体肥大及对上颌骨及下颌骨发育影响的价值。方法选择2006年至2010年在河北医科大学第一医院治疗的腺样体... 目的采用定位X射线侧位头颅片的检查技术,观察儿童阻塞性睡眠呼吸暂停低通气综合征的腺样体肥大及颅骨测量,评估该方法在评估腺样体肥大及对上颌骨及下颌骨发育影响的价值。方法选择2006年至2010年在河北医科大学第一医院治疗的腺样体肥大患儿65例,其中男性31例,女性34例;年龄6岁1个月~7岁4个月,平均年龄7.10岁。并发分泌性中耳炎12例,慢性鼻-鼻窦炎20例,明显发育迟缓13例。在定位X射线侧位头颅片上把腺样体肥大程度分为Ⅰ组(n=35)A/N≥0.76,Ⅱ组(n=30)A/N≤0.75;以病程的长短分为A组(n=41)病程在3年以上(包括3年),B组(n=24)病程3年以下。回顾性分析比较两种情况下两组的颅骨测量值。结果腺样体的体积越大,对患儿面颅骨发育的影响越明显,Ⅰ、Ⅱ组的∠SNA(84.15°±1.76°vs 82.18°±2.11°;P<0.01)、∠SNB(78.91°±1.35°vs 77.92°±1.97°;P<0.05)和∠ANB(5.18°±1.09°vs 4.25°±0.95°;P<0.01)差异均有统计学意义。患病时间越长对患儿面颅骨发育的影响越重,A、B组的∠SNA(84.02°±1.73°vs 81.89°±2.17°;P<0.01)、∠SNB(78.92°±1.36°vs 77.65°±1.99°;P<0.01)和∠ANB(5.06°±1.06°vs4.23°±1.03°;P<0.01)差异均有显著统计学意义。结论定位X射线侧位头颅片可以很好地显示和测量腺样体;腺样体肥大可明显影响颅骨的发育;颅骨发育异常的严重程度与腺样体的体积和病程持续时间有关。 展开更多
关键词 定位X射线片:头颅:腺样体肥大:儿童
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高斯射线束法在深海声源定位中的应用 被引量:3
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作者 陈连荣 彭朝晖 《应用声学》 CSCD 北大核心 2012年第5期365-371,共7页
在深海匹配场(Matched Field Processing-MFP)声源定位中,拷贝场模型的计算精度和速度对声源的定位效果和定位效率有着直接的影响。针对这一问题,本文数值仿真研究了深海匹配场定位中采用高斯射线束理论作为拷贝场计算模型的可行性。高... 在深海匹配场(Matched Field Processing-MFP)声源定位中,拷贝场模型的计算精度和速度对声源的定位效果和定位效率有着直接的影响。针对这一问题,本文数值仿真研究了深海匹配场定位中采用高斯射线束理论作为拷贝场计算模型的可行性。高斯射线束理论具有计算速度快,物理意义清晰,并且适合并行化处理等优点。文中利用不同水文环境、不同频域范围的大量仿真实验来证明该模型的适用性。结果表明,高斯射线束模型在深远海的声源定位中有很好的定位精度,并且在较低频段同样有效,可以作为深远海声源定位的拷贝场计算模型。 展开更多
关键词 深海 匹配场定位 拷贝场 高斯射线束模型
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BL-2型X射线模拟定位机过载的检修
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作者 李贤富 谭榜宪 《医疗装备》 2004年第1期49-49,共1页
X线机在医院应用广泛 ,其出故障后及时、快速维修显得非常重要。通过对本机过载故障的分析与维修 ,以期对从事X射线机技术工作的人员提供参考。
关键词 BL-2型X射线模拟定位 高压发生器 X射线 高压电缆 故障 维修
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轮胎X射线0号带束层接头检测定位量化算法的研究 被引量:4
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作者 林佳佳 吴则举 刘中冬 《科学技术与工程》 北大核心 2016年第25期121-125,136,共6页
轮胎成型过程中受设备及生产工艺等因素影响,因搭接量不同会造成0号带束层接头缺陷。根据轮胎X射线图像的纹理分布特点,以及缺陷区域的灰度分布特征,提出了轮胎X射线0号带束层接头检测定位量化算法。MATLAB的仿真分析表明,该算法能够准... 轮胎成型过程中受设备及生产工艺等因素影响,因搭接量不同会造成0号带束层接头缺陷。根据轮胎X射线图像的纹理分布特点,以及缺陷区域的灰度分布特征,提出了轮胎X射线0号带束层接头检测定位量化算法。MATLAB的仿真分析表明,该算法能够准确对0号带束层接头缺陷进行定位,并量化接头大小,其误判率为3.4%,漏判率为2%。该算法克服了人工评定的不足,使评判过程更加科学化、客观化、规范化,缺陷检测结果满足工业要求,为后续的产品分级提供了技术及数据支持。 展开更多
关键词 0号带束层接头缺陷 轮胎X射线0号带束层接头检测定位量化算法 MATLAB 误判率 漏判率
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采动过程中微地震定位方法研究
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作者 黄今 苏华友 +2 位作者 卢国胜 杜林 范波峰 《现代矿业》 CAS 2009年第2期53-55,110,共4页
对当前微地震的主要定位方法包括P波定位法、地震波射线法、P波射线传播方向交汇点法等推导的定位公式进行了对比分析,总结了各自优缺点及适用条件。同时在实验室利用预制的混凝土模型,模拟矿山监测环境,采用P波定位法对其模拟定位,定... 对当前微地震的主要定位方法包括P波定位法、地震波射线法、P波射线传播方向交汇点法等推导的定位公式进行了对比分析,总结了各自优缺点及适用条件。同时在实验室利用预制的混凝土模型,模拟矿山监测环境,采用P波定位法对其模拟定位,定位结果与实际情况进行比较,破裂位置基本吻合(定位精度±1m),表明微地震技术能满足采矿工程中的应用条件。 展开更多
关键词 微地震定位 P波定位 地震波射线定位 P波射线交汇定位
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一种改进的瞳孔中心定位算法 被引量:1
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作者 黄俊 《电脑知识与技术》 2017年第8期193-195,共3页
提出了一种新的瞳孔中心定位方法,能够在虚拟现实可穿戴设备中,较好地追踪眼球的运动。通过采用圆环射线的方法,提取瞳孔边界点。首先,求取眼睛二值化图像,再通过连通区域标记法及筛选准则,求出瞳孔连通区域,并求出其质心和半径... 提出了一种新的瞳孔中心定位方法,能够在虚拟现实可穿戴设备中,较好地追踪眼球的运动。通过采用圆环射线的方法,提取瞳孔边界点。首先,求取眼睛二值化图像,再通过连通区域标记法及筛选准则,求出瞳孔连通区域,并求出其质心和半径,作为粗略的瞳孔中心及半径。其次,以粗略瞳孔中心为圆心,确定一个圆环区域。接着,从内圆周向外圆周发出射线,通过设置梯度阈值,筛除伪瞳孔边界点。最后,通过椭圆拟合法,在瞳孔边界点集上拟合出精确的椭圆。实验结果表明,提出的瞳孔中心定位方法比传统的方法更为鲁棒且精确。尤其在有光斑及自然光遮挡下,提出的方法比传统的方法抗干扰性更强,更稳定。 展开更多
关键词 可穿戴设备 瞳孔检测 圆环射线定位
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HB-ESWL-VG型体外冲击波碎石机定位X光机故障检修 被引量:1
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作者 黄楚杰 《中国医学装备》 2010年第10期60-61,共2页
介绍了体外冲击波碎石机定位医用X射线机的故障分析与检修处理方法。
关键词 碎石机 定位用X射线 故障 检修与排除
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Effects of sonic speed on location accuracy of acoustic emission source in rocks 被引量:12
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作者 李启月 董陇军 +2 位作者 李夕兵 殷志强 刘希灵 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第12期2719-2726,共8页
To quantitatively study the location errors induced by deviation of sonic speed, the line and plane location tests were carried out. A broken pencil was simulated as acoustic emission source in the rocks. The line and... To quantitatively study the location errors induced by deviation of sonic speed, the line and plane location tests were carried out. A broken pencil was simulated as acoustic emission source in the rocks. The line and plane location tests were carried out in the granite rod using two sensors and the cube of marble using four sensors, respectively. To compare the position accuracy between line and plane positions, the line poison test was also carried out on the marble surface. The results show that for line positioning, the maximum error of absolute distance is about 0.8 cm. With the speed difference of 200 m/s, the average value of absolute difference from the position error is about 0.4 cm. For the plane positioning, in the case of the sensor array of 30 cm, the absolute positioning distance is up to 8.7 cm. It can be seen that the sonic speed seriously impacts on the plane positioning accuracy. The plane positioning error is lager than the line positioning error, which means that when the line position can satisfy the need in practical engineering, it is better to use the line position instead of the plane location. The plane positioning error with the diagonal speed is the minimum one. 展开更多
关键词 acoustic emission source sonic speed line location plane positioning ROCK
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Locating microseismic sources based upon L-shaped single-component geophone array:A synthetic study 被引量:2
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作者 DING Liang LIU Qin-ya +2 位作者 GAO Er-gen QIAN Wei SUN Shou-cai 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第9期2711-2725,共15页
We have developed a type of L-shaped single-component geophone array as a single station(L-array station)for surface microseismic monitoring.The L-array station consists of two orthogonal sensor arrays,each being a li... We have developed a type of L-shaped single-component geophone array as a single station(L-array station)for surface microseismic monitoring.The L-array station consists of two orthogonal sensor arrays,each being a linear array of single-component sensors.L-array stations can be used to accurately estimate the polarization of first arrivals without amplitude picking.In a synthetic example,we first use segmentally iterative ray tracing(SIRT)method and forward model to calculate the travel time and polarization of first arrivals at a set of L-array stations.Then,for each L-array station,the relative delay times of first arrivals along sensor arrays are used to estimate the polarization vector.The small errors in estimated polarization vectors show the reliability and robustness of polarization estimation based on L-array stations.We then use reverse-time ray-tracing(RTRT)method to locate the source position based on estimated polarizations at a set of L-array stations.Very small errors in inverted source location and origin time indicate the great potential of L-array stations for source localization applications in surface microseismic monitoring. 展开更多
关键词 geophone array polarization source location seismic monitoring
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Localization of pallets in warehouses using passive RFID system 被引量:2
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作者 周俊儒 张宏建 周洪亮 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期3017-3025,共9页
Warehouse operation has become a critical activity in supply chain. Position information of pallets is important in warehouse management which can enhance the efficiency of pallets picking and sortation. Radio frequen... Warehouse operation has become a critical activity in supply chain. Position information of pallets is important in warehouse management which can enhance the efficiency of pallets picking and sortation. Radio frequency identification(RFID) has been widely used in warehouse for item identifying. Meanwhile, RFID technology also has great potential for pallets localization which is underutilized in warehouse management. RFID-based checking-in and inventory systems have been applied in warehouse management by many enterprises. Localization approach is studied, which is compatible with existing RFID checking-in and inventory systems. A novel RFID localization approach is proposed for pallets checking-in. Phase variation of nearby tags was utilized to estimate the position of added pallets. A novel inventory localization approach combing angle of arrival(AOA) measurement and received signal strength(RSS) is also proposed for pallets inventory. Experiments were carried out using standard UHF passive RFID system. Experimental results show an acceptable localization accuracy which can satisfy the requirement of warehouse management. 展开更多
关键词 warehouse management radio frequency identification (RFID) LOCALIZATION tag phase
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水力压裂微地震事件定位方法综述 被引量:13
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作者 毛庆辉 王鹏 曾隽 《地球物理学进展》 CSCD 北大核心 2019年第5期1878-1886,共9页
随着国内外页岩气勘探开发的不断深入,水力压裂微地震监测技术重要性越来越大,而该技术的核心是微地震事件定位.近些年前人对微地震事件的定位方法做了比较深入的研究,形成了众多定位方法.为此,依据目标函数构造及其求解方式对微地震事... 随着国内外页岩气勘探开发的不断深入,水力压裂微地震监测技术重要性越来越大,而该技术的核心是微地震事件定位.近些年前人对微地震事件的定位方法做了比较深入的研究,形成了众多定位方法.为此,依据目标函数构造及其求解方式对微地震事件定位方法进行了分类,主要介绍了两大类具有代表性的微地震事件定位方法:(1)基于走时的射线追踪定位方法;(2)基于波形的偏移定位方法.然后对其算法思路流程、优缺点等方面进行了归纳总结,分析了各类算法的研究现状及两种典型算法的应用实例,最后对微地震事件定位方法的发展趋势进行了展望. 展开更多
关键词 微地震事件 走时 射线追踪定位 波形 偏移定位
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精准乳腺术前立体定位对手术及病理切片的引导价值 被引量:2
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作者 周美亚 刘蓓蒂 +1 位作者 徐剑锋 林玲 《江苏医药》 CAS 2018年第12期1383-1385,共3页
目的探讨术前X射线精准三维立体定位穿刺导丝植入对非典型乳腺肿瘤病灶手术及病理切片的引导价值。方法非典型乳腺肿瘤病灶患者43例,术前B超引导无法定位。术前采用X射线三维立体定位穿刺固定术,据此实施手术治疗和病理学诊断。结果 43... 目的探讨术前X射线精准三维立体定位穿刺导丝植入对非典型乳腺肿瘤病灶手术及病理切片的引导价值。方法非典型乳腺肿瘤病灶患者43例,术前B超引导无法定位。术前采用X射线三维立体定位穿刺固定术,据此实施手术治疗和病理学诊断。结果 43例患者中41例成功置入导丝。43例均进行手术治疗和病理学诊断,随访复查确认病理诊断正确率100%。结论术前X射线精准三维立体定位穿刺导丝植入是引导非典型乳腺肿瘤病灶手术和病理切片的好方法。 展开更多
关键词 乳腺肿瘤 X射线三维立体定位 病理诊断
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超声引导下标准通道经皮肾镜取石术治疗鹿角形肾结石效果观察 被引量:1
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作者 郝晓慧 杨志军 冯薇 《社区医学杂志》 CAS 2023年第14期731-735,共5页
目的对鹿角形肾结石患者采用超声引导下标准通道经皮肾镜取石术(PCNL)治疗,探讨其治疗效果。方法严格执行纳入排除标准后,前瞻性选取2019-01-01-2022-02-28鹤壁爱民医院收治的97例鹿角形肾结石患者作为研究对象,将所有患者按照随机数字... 目的对鹿角形肾结石患者采用超声引导下标准通道经皮肾镜取石术(PCNL)治疗,探讨其治疗效果。方法严格执行纳入排除标准后,前瞻性选取2019-01-01-2022-02-28鹤壁爱民医院收治的97例鹿角形肾结石患者作为研究对象,将所有患者按照随机数字表法分为2组,均接受PCNL治疗,X射线组48例在X射线定位后实施手术,超声组49例在超声引导下标准通道进行手术。观察2组患者手术一般情况、结石清除率、应激水平以及并发症发生率。结果超声组术中出血量为(113.61±31.54)mL,低于X射线组的(158.64±37.54)mL,t=-6.390,P<0.001;超声组穿刺次数为(1.12±0.39)次,低于X射线组的(1.38±0.42)次,t=-3.158,P=0.002;超声组皮肾通道到建立时间为(5.31±1.28)min,短于X射线组的(6.78±2.17)min,t=-4.053,P<0.001;超声组手术时间为(65.64±9.84)min,短于X射线组的(71.34±8.59)min,t=-3.041,P=0.003;超声组住院时间为(7.41±1.34)d,短于X射线组的(8.69±2.54)d,t=-3.095,P=0.003。超声组结石清除率为95.92%,高于X射线组的81.25%,χ^(2)=5.189,P=0.023。术前2组患者降钙素原(PCT)、肾上腺素(AD)、尿液肾损伤分子1(KIM-1)、去甲肾上腺素(NE)、皮质醇和C反应蛋(CRP)水平比较,差异无统计学意义,均P>0.05;术后2组上述指标均上升,但超声组PCT水平为(0.41±0.09)ng/mL,低于X射线组的(0.53±0.13)ng/mL,F=25.555,P<0.001;超声组AD水平为(0.18±0.03)μg/L,低于X射线组的(0.21±0.08)μg/L,F=9.011,P=0.003;超声组KIM-1水平为(597.31±25.31)ng/L,低于X射线组的(634.31±30.21)ng/L,F=36.661,P<0.001;超声组NE水平为(297.36±18.29)μg/L,低于X射线组的(307.94±20.28)μg/L,F=19.302,P<0.001;超声组皮质醇水平为(259.38±18.97)μg/L,低于X射线组的(286.37±24.82)μg/L,F=30.880,P<0.001;超声组CRP水平为(11.34±3.26)mg/L,低于X射线组的(15.34±3.87)mg/L,F=16.018,P<0.001。超声组并发症发生率为2.04%,低于X射线组的16.68%,χ^(2)=4.547,P=0.033。结论相比于X射线定位PCNL治疗鹿角形肾结石,超声引导下标准通道PCNL可更好地改善手术一般情况,降低应激和炎症反应,提高结石清除率,且安全性高。 展开更多
关键词 鹿角形肾结石 经皮肾镜取石术 X射线定位 结石清除率
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FBG-based ultrasonic wave detection and acoustic emission linear location system 被引量:12
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作者 姜明顺 隋青美 +2 位作者 贾磊 彭蓬 曹玉强 《Optoelectronics Letters》 EI 2012年第3期220-223,共4页
The ultrasonic (US) wave detection and an acoustic emission (AE) linear location system are proposed, which employ fiber Bragg gratings (FBGs) as US wave sensors. In the theoretical analysis, the FBG sensor response t... The ultrasonic (US) wave detection and an acoustic emission (AE) linear location system are proposed, which employ fiber Bragg gratings (FBGs) as US wave sensors. In the theoretical analysis, the FBG sensor response to longitudinal US wave is investigated. The result indicates that the FBG wavelength can be modulated as static case when the grating length is much shorter than US wavelength. The experimental results of standard sinusoidal and spindle wave test agree well with the generated signal. Further research using two FBGs for realizing linear location is also achieved. The maximum linear location error is obtained as less than 5 mm. FBG-based US wave sensor and AE linear location provide useful tools for specific requirements. 展开更多
关键词 Acoustic emissions SENSORS Signal detection
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In-Situ Differentiation of Acidic and Non-Acidic Tundra via Portable X-ray Fluorescence (PXRF) Spectrometry 被引量:4
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作者 Somsubhra CHAKRABORTY David C. WEINDORF +6 位作者 GARY J. MICHAELSON Chien Lu PING Ashok CHOUDHURY Tarek KANDAKJI Autumn ACREE Akriti SHARMA WANG Dandan 《Pedosphere》 SCIE CAS CSCD 2016年第4期549-560,共12页
Frozen soils or those with permafrost cover large areas of the earth's surface and support unique vegetative ecosystems. Plants growing in such harsh conditions have adapted to small niches, which allow them to su... Frozen soils or those with permafrost cover large areas of the earth's surface and support unique vegetative ecosystems. Plants growing in such harsh conditions have adapted to small niches, which allow them to survive. In northern Alaska, USA, both moist acidic and non-acidic tundra occur, yet determination of frozen soil p Hs currently requires thawing of the soil so that electrometric pH methods can be utilized. Contrariwise, a portable X-ray fluorescence(PXRF) spectrometer was used in this study to assess elemental abundances and relate those characteristics to soil pH through predictive multiple linear regressions. Two operational modes, Soil Mode and Geochem Mode, were utilized to scan frozen soils in-situ and under laboratory conditions, respectively, after soil samples were dried and ground. Results showed that lab scanning produced optimal results with adjusted coefficient of determination(R^2) of 0.88 and 0.33 and root mean squared errors(RMSEs) of 0.87 and 0.34 between elemental data and lab-determined pH for Soil Mode and Geochem Mode, respectively. Even though the presence of ice attenuated fluoresced radiation under field conditions, adjusted R^2 and RMSEs between the datasets still provided reasonable model generalization(e.g., 0.73 and 0.49 for field Geochem Mode). Principal component analysis qualitatively separated multiple sampling sites based on elemental data provided by PXRF, reflecting differences in the chemical composition of the soils studied. Summarily, PXRF can be used for in-situ determination of soil pH in arctic environments without the need for sample modification and thawing. Furthermore, use of PXRF for determination of soil pH may provide higher sample throughput than traditional eletrometric-based methods, while generating elemental data useful for the prediction of multiple soil parameters. 展开更多
关键词 frozen soil Gelisols Geochem Mode proximal sensing Soil Mode soil pH determination
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Orbit determination using incremental phase and TDOA of X-ray pulsar
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作者 Rong JIAO Lu-ping XU +1 位作者 Hua ZHANG Cong LI 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2016年第6期543-552,共10页
X-ray pulsars offer stable, periodic X-ray pulse sequences that can be used in spacecraft positioning systems. A method using X-ray pulsars to determine the initial orbit of a satellite is presented in this paper. Thi... X-ray pulsars offer stable, periodic X-ray pulse sequences that can be used in spacecraft positioning systems. A method using X-ray pulsars to determine the initial orbit of a satellite is presented in this paper. This method suggests only one detector to be equipped on the satellite and assumes that the detector observes three pulsars in turn. To improve the performance, the use of incremental phase in one observation duration is proposed, and the incremental phase is combined with the time difference of arrival(TDOA). Then, a weighted least squares(WLS) algorithm is formulated to calculate the initial orbit. Numerical simulations are performed to assess the proposed orbit determination method. 展开更多
关键词 Orbit determination algorithm Single X-ray pulsar detector Phase increment Two-body motion equations Weighted least squares method
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