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Metal reflector-enhanced thermoacoustic imaging as a guidance for puncture biopsy
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作者 Shuang Du Tao Qiang +1 位作者 Zihui Chi Huabei Jiang 《Journal of Innovative Optical Health Sciences》 SCIE EI CSCD 2024年第6期83-96,共14页
Puncture biopsy is an important clinical technique to obtain diseased tissue for pathological diagnosis,where imaging guidance is critical.In this paper,we describe a metal reflector-enhanced microwave-induced thermoa... Puncture biopsy is an important clinical technique to obtain diseased tissue for pathological diagnosis,where imaging guidance is critical.In this paper,we describe a metal reflector-enhanced microwave-induced thermoacoustic imaging(TAI)approach capable of guiding puncture biopsy for detection of breast cancer and joint diseases.Numerical experimentations simulating puncture guidance in breast cancer and knee gout models werefirst conducted using(CST STUDIO SUITE)(CST)software,and then ex-vivo experiments were performed followed by qualitative observations and semi-quantitative analysis.The results of both the simulations and ex-vivo experiments showed that our reflector-enhanced TAI could image the puncture needle in high resolution with a large depth of>12 cm. 展开更多
关键词 Microwave-induced thermoacoustic imaging puncture guidance reflector
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An angular blinking jamming method based on electronically controlled corner reflectors
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作者 GAN Lin WU Zehao +1 位作者 WANG Xuesong LI Jianbing 《Journal of Systems Engineering and Electronics》 SCIE CSCD 2024年第2期330-338,共9页
Passive jamming is believed to have very good potential in countermeasure community.In this paper,a passive angular blinking jamming method based on electronically controlled corner reflectors is proposed.The amplitud... Passive jamming is believed to have very good potential in countermeasure community.In this paper,a passive angular blinking jamming method based on electronically controlled corner reflectors is proposed.The amplitude of the incident wave can be modulated by switching the corner reflector between the penetration state and the reflection state,and the ensemble of multiple corner reflectors with towing rope can result in complex angle decoying effects.Dependency of the decoying effect on corner reflectors’radar cross section and positions are analyzed and simulated.Results show that the angle measured by a monopulse radar can be significantly interfered by this method while the automatic tracking is employed. 展开更多
关键词 monopulse radar angular blinking jamming corner reflector amplitude-comparison angle measurement metasurface
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Modeling and analysis of azimuthal AVO responses from a viscoelastic anisotropic reflector 被引量:3
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作者 郭智奇 刘喜武 +1 位作者 符伟 李向阳 《Applied Geophysics》 SCIE CSCD 2015年第3期441-452,470,共13页
We propose a method for mOdeling azimuthal AVO responses from a fractured i reflector. The method calculates the integrated reflected wavetrains, and the wavetrains contain elastodynamic information including the con... We propose a method for mOdeling azimuthal AVO responses from a fractured i reflector. The method calculates the integrated reflected wavetrains, and the wavetrains contain elastodynamic information including the contrast in impedance and anelasticity i across interfaces, the intemal anisotropic propagation, the dispersion and attenuation along i the wave path, and tuning and interference. The results suggest that for large angles of incidence, the velocity dispersion and attenuation increase the amplitudes of PP waves from the top and decrease those from the bottom. For azimuthal responses at specific angles of incidence, the reflected wavetrains of PP waves tend to have longer duration with increasing azimuth. In contrast, model-converted PSV and PSH reflections show stable azimuthal features and are less affected by the reflector thickness. The amplitudes of PSV reflections increase with increasing azimuth; moreover, the waves have no reflection energy at 0° and 90° azimuth and maximum amplitude at 45° azimuth. 展开更多
关键词 reflector viscoelastic and anisotropic dispersion and attenuation generalized anisotropic Zoelopritz theory azimuthal AVO
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Low-Cost, High-Reflectivity Silicon-on-Reflector for Optoelectronic Device Application
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作者 李成 杨沁青 +1 位作者 王红杰 王启明 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2001年第3期261-264,共4页
A silicon on reflector (SOR) substrate containing a thin crystal silicon layer and a buried Si/SiO 2 Bragg reflector is reported. The substrate, which is applied to optoelectronic devices, is fabricated by using Si... A silicon on reflector (SOR) substrate containing a thin crystal silicon layer and a buried Si/SiO 2 Bragg reflector is reported. The substrate, which is applied to optoelectronic devices, is fabricated by using Si based sol gel sticking and smart cut techniques. The reflectivity of the SOR substrate is close to unity at 1 3μm's wavelength under the normal incidence. 展开更多
关键词 silicon on reflector SiO 2/Si Bragg reflector smart cut technique optoelectronic device PHOTODETECTOR
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An Integratable Distributed Bragg Reflector Laser by Low-Energy Ion Implantation Induced Quantum Well Intermixing
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作者 张靖 陆羽 +4 位作者 赵玲娟 周帆 王宝军 王鲁峰 王圩 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2004年第8期894-897,共4页
An integratable distributed Bragg reflector laser is fabricated by low energy ion implantation induced quantum well intermixing.A 4 6nm quasi continuous wavelength tuning range is achieved by controlling phase curr... An integratable distributed Bragg reflector laser is fabricated by low energy ion implantation induced quantum well intermixing.A 4 6nm quasi continuous wavelength tuning range is achieved by controlling phase current and grating current simultaneously,and side mode suppression ratio maintains over 30dB throughout the tuning range except a few mode jump points. 展开更多
关键词 photonic integrated circuit distributed Bragg reflector laser quantum well intermixing wavelength tuning
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An Elliptical-Beam Reflector Antenna forSatellite Communication System
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作者 刘刚 高本庆 王越 《Journal of Beijing Institute of Technology》 EI CAS 1997年第3期267-273,共7页
An offset elliptical reflector antenna suitable for satellite application was designed and investigated when it was fed by a rectangular horn partially filled.with a dielectric..The.reflector antenna exhibits high gai... An offset elliptical reflector antenna suitable for satellite application was designed and investigated when it was fed by a rectangular horn partially filled.with a dielectric..The.reflector antenna exhibits high gain, low cross polarization. low sidelines and an elliptical beam. Al- though this study has been carried out in view of possible satellite applications, it is clear that this. antenna. is also suitable for use in radar antennas. 展开更多
关键词 satellite antenna elliptical -beam antenna. offset reflector antenna
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Acoustic characteristics of pulse detonation engine with ellipsoidal reflector 被引量:4
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作者 Yang Kang Ning Li +1 位作者 Chun-Sheng Weng Chuan-Wei Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第10期413-423,共11页
Acoustic characteristics of a pulse detonation engine(PDE) with and without an ellipsoidal reflector are numerically and experimentally investigated. A two-dimensional(2 D) non-splitting unstructured triangular me... Acoustic characteristics of a pulse detonation engine(PDE) with and without an ellipsoidal reflector are numerically and experimentally investigated. A two-dimensional(2 D) non-splitting unstructured triangular mesh Euler solver based on the space-time conservation element and solution element(CE/SE) method is employed to simulate the flow field of a PDE.The numerical results clearly demonstrate the external flow field of the PDE. The effect of an ellipsoidal reflector on the flow field characteristic near the PDE exit is investigated. The formation process of reflected shock wave and reflected jet shock are reported in detail. An acoustic measurement system is established for the PDE acoustic testing. The experimental results show that the ellipsoidal reflector changes the sound waveform and directivity of PDE sound. The reflected shock wave and reflected jet shock result in two more positive pressure peaks in the sound waveform. The ellipsoidal reflector changes the directivity of PDE sound from 20 to 0. It is found that the peak sound pressure level(PSPL) and overall sound pressure level(OASPL) each obtain an increment when the PDE is installed with a reflector. The maximum relative increase ratio of PSPL and OASPL are obtained at the focus point F2, whose values are 6.1% and 6.84% respectively. The results of the duration of the PDE sound indicate that the reflecting and focusing wave generated by the reflector result in the increment of A duration and B duration before and near focus point F2. Results show that the ellipsoidal reflector has a great influence on the acoustic characteristic of PDE sound. The research is helpful for understanding the influence of an ellipsoidal reflector on the formation and propagation process of PDE sound. 展开更多
关键词 pulse detonation engine ellipsoidal reflector acoustic characteristics experiments and simulations
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Effect of Facet Displacement on Radiation Field and Its Application for Panel Adjustment of Large Reflector Antenna 被引量:3
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作者 Wei WANG Peiyuan LIAN +2 位作者 Shuxin ZHANG Binbin XIANG Qian XU 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2017年第3期578-586,共9页
Large reflector antennas are widely used in radars, satellite communication, radio astronomy, and so on. The rapid developments in these fields have created demands for development of better performance and higher sur... Large reflector antennas are widely used in radars, satellite communication, radio astronomy, and so on. The rapid developments in these fields have created demands for development of better performance and higher surface accuracy. However, low accuracy and low effi- ciency are the common disadvantages for traditional panel alignment and adjustment. In order to improve the surface accuracy of large reflector antenna, a new method is pre- sented to determinate panel adjustment values from far field pattern. Based on the method of Physical Optics (PO), the effect of panel facet displacement on radiation field value is derived. Then the linear system is constructed between panel adjustment vector and far field pattern. Using the method of Singular Value Decomposition (SVD), the adjustment value for all panel adjustors are obtained by solving the linear equations. An experiment is conducted on a 3.7 m reflector antenna with 12 segmented panels. The results of simulation and test are similar, which shows that the presented method is feasible. Moreover, thediscussion about validation shows that the method can be used for many cases of reflector shape. The proposed research provides the instruction to adjust surface panels efficiently and accurately. 展开更多
关键词 reflector antennas Surface accuracy -Radiation field - reflector antenna mechanical factors Electromechanical effects - Panel adjustment - Singularvalue decomposition (SVD)
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Dual-wavelength distributed Bragg reflector semiconductor laser based on a composite resonant cavity 被引量:3
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作者 陈琤 赵玲娟 +3 位作者 邱吉芳 刘扬 王圩 娄采云 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第9期301-304,共4页
We report a monolithic integrated dual-wavelength laser diode based on a distributed Bragg reflector (DBR) composite resonant cavity. The device consists of three sections, a DBR grating section, a passive phase sec... We report a monolithic integrated dual-wavelength laser diode based on a distributed Bragg reflector (DBR) composite resonant cavity. The device consists of three sections, a DBR grating section, a passive phase section, and an active gain section. The gain section facet is cleaved to work as a laser cavity mirror. The other laser mirror is the DBR grating, which also functions as a wavelength filter and can control the number of wavelengths involved in the laser action. The reflection bandwidth of the DBR grating is fabricated to have an appropriate value to make the device work at the dual-wavelength lasing state. We adopt the quantum well intermixing (QWI) technique to provide low-absorption loss grating and passive phase section in the fabrication process. By tuning the injection currents on the DBR and the gain sections, the device can generate 0.596 nm-spaced dual-wavelength lasing at room temperature. 展开更多
关键词 dual-wavelength laser distributed Bragg reflector quantum well intermixing
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B-spline surface fitting and simplified GO/PO analysis of subreflector correction for large Cassegrain antenna distortion compensation 被引量:2
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作者 You Ban Cong-Si Wang +2 位作者 Shu-Fei Feng Wei Wang Bao-Yan Duan 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2018年第7期53-62,共10页
The main surface of a large Cassegrain antenna consists of a large number of panels. There are inevitably random and systematic errors which will degrade the antenna pattern and limit its applicability when working at... The main surface of a large Cassegrain antenna consists of a large number of panels. There are inevitably random and systematic errors which will degrade the antenna pattern and limit its applicability when working at high frequencies. Correcting the subreflector surface is difficult to describe by a global expansion effectively with a small amount of data. This paper presents a simple and clear way for correcting the subreflector surface of a large Cassegrain antenna for achieving such compensation. The advantage of the method is that the geometrical optics (GO) analysis is extremely simplified by the concept of equivalent prime-focus paraboloid, and corrected deformations of the subreflector surface are determined by simple formulas which represent the relationship between distortions of the subreflector surface and phase of the main surface current. The final shape of the subreflector surface is represented by a B-spline surface. To obtain a satisfactory antenna pattern with the simplest subreflector surface, the optimal number of B-spline patches are searched by particle swarm optimization (PSO). The shaping process is verified by compensating a 22-m Cassegrain antenna whose main reflector has 96 panels. The results are satisfactory and demonstrate the simplicity and effectiveness of the approach. 展开更多
关键词 telescopes reflector antennas subreflector shaping COMPENSATION
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Proton radiation effects on optical constants of Al film reflector 被引量:2
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作者 刘海 魏强 +1 位作者 何世禹 赵丹 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第5期1086-1089,共4页
The Al film reflectors can yield a high-reflectance over a broad wavelength region, and have been widely used in the spacecraft optical instruments for high quality optical applications. Under the irradiation of charg... The Al film reflectors can yield a high-reflectance over a broad wavelength region, and have been widely used in the spacecraft optical instruments for high quality optical applications. Under the irradiation of charged particles in the Earth radiation belt, the reflectors could be deteriorated. In order to reveal the deterioration mechanism, the change in optical constants of Al film reflector induced by proton radiation with 60 keV was studied in an environment of vacuum with heat sink. Experimental results showed that when the radiation damage primarily occurs in the Al reflecting film, the extinction coefficient k will gradually decrease with increasing radiation fluence, which results in the decrease of the energies of reflective light. Therefore, the proton radiation induced an obvious degradation of spectral reflectance in the wavelength region from 200 to 800nm on the Al film reflector. 展开更多
关键词 Al film reflector optical constants radiation damage
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Wet Oxidation of Al_x Ga_(1-x)As/GaAs Distributed Bragg Reflectors
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作者 李若园 王占国 +4 位作者 徐波 金鹏 张春玲 郭霞 陈敏 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2005年第8期1519-1523,共5页
The wet oxidation of AlGaAs with high Al content in a distributed Bragg reflectors (DBR) is studied by scanning electron microscopy (SEM) and transmission electron microscopy (TEM). Some voids distribute along t... The wet oxidation of AlGaAs with high Al content in a distributed Bragg reflectors (DBR) is studied by scanning electron microscopy (SEM) and transmission electron microscopy (TEM). Some voids distribute along the oxide/GaAs interfaces due to the stress induced by the wet oxidation of the AlGaAs layers. These voids decrease the shrinkage of the Al2O3 layers to 8% instead of the theoretical 20% when compared to the unoxidized AlGaAs layers. With the extension of oxidation time, the reactants are more completely transported to the front interface and the products are more completely transported out along the porous interfaces. As a result,the oxide quality is better. 展开更多
关键词 wet oxidation vertical cavity surface emitting laser distributed Bragg reflectors AL2O3 INTERFACE
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Novel Surface Design of Deployable Reflector Antenna Based on Polar Scissor Structures 被引量:8
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作者 Pengyuan Zhao Jinguo Liu +2 位作者 Chenchen Wu Yangmin Li Keli Chen 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2020年第5期4-18,共15页
Space-deployable mechanisms can be used as supporting structures for large-diameter antennas in space engineering.This study proposes a novel method for constructing the surface design of space reflector antennas base... Space-deployable mechanisms can be used as supporting structures for large-diameter antennas in space engineering.This study proposes a novel method for constructing the surface design of space reflector antennas based on polar scissor units.The concurrency and deployability equations of the space scissor unit with definite surface constraints are derived using the rod and vector methods.Constraint equations of the spatial transformation for space n-edge polar scissor units are summarized.A new closed-loop deployable structure,called the polar scissor deployable antenna(PSDA),is designed by combining planar polar scissor units with spatial polar scissor units.The overconstrained problem is solved by releasing the curve constraint that locates at the end-point of the planar scissor mechanism.Kinematics simulation and error analysis are performed.The results show that the PSDA can effectively fit the paraboloid of revolution.Finally,deployment experiments verify the validity and feasibility of the proposed design method,which provides a new idea for the construction of large space-reflector antennas. 展开更多
关键词 Deployable structures Polar scissor unit reflector antenna Surface design
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An adjustment method for active reflector of large high-frequency antennas considering gain and boresight 被引量:7
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作者 Cong-Si Wang Lan Xiao +6 位作者 Wei Wang Qian Xu Bin-Bin Xiang Jian-Feng Zhong Li Jiang Hong Bao Na Wang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2017年第5期39-50,共12页
The design of the Qitai 110 m Radio Telescope(QTT) with large aperture and very high working frequency(115 GHz) was investigated in Xinjiang, China. The results lead to a main reflector with high surface precision... The design of the Qitai 110 m Radio Telescope(QTT) with large aperture and very high working frequency(115 GHz) was investigated in Xinjiang, China. The results lead to a main reflector with high surface precision and high pointing precision. In this paper, the properties of active surface adjustment in a deformed parabolic reflector antenna are analyzed. To assure the performance of large reflector antennas such as gain and boresight, which can be obtained by utilizing an electromechanical coupling model, and satisfy them simultaneously, research on active surface adjustment applied to a new parabolic reflector as target surface has been done. Based on the initial position of actuators and the relationship between adjustment points and target points, a novel mathematical model and a program thatdirectly calculates the movements of actuators have been developed for guiding the active surface adjustment of large reflector antennas. This adjustment method is applied to an 8 m reflector antenna,in which we only consider gravity deformation. The results show that this method is more efficient in adjusting the surface and improving the working performance. 展开更多
关键词 adjustment reflector antenna pointing deformed utilizing gravity adjusting considering guiding
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Joint Optimization of Satisfaction Index and Spectrum Efficiency with Cache Restricted for Resource Allocation in Multi-Beam Satellite Systems 被引量:4
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作者 Pei Zhang Xiaohui Wang +1 位作者 Zhiguo Ma Junde Song 《China Communications》 SCIE CSCD 2019年第2期189-201,共13页
Dynamic resource allocation(DRA) is a key technology to improve system performances in GEO multi-beam satellite systems. And, since the cache resource on the satellite is very valuable and limited, DRA problem under r... Dynamic resource allocation(DRA) is a key technology to improve system performances in GEO multi-beam satellite systems. And, since the cache resource on the satellite is very valuable and limited, DRA problem under restricted cache resources is also an important issue to be studied. This paper mainly investigates the DRA problem of carrier resources under certain cache constraints. What's more, with the aim to satisfy all users' traffic demands as more as possible, and to maximize the utilization of the bandwidth, we formulate a multi-objective optimization problem(MOP) where the satisfaction index and the spectrum efficiency are jointly optimized. A modified strategy SA-NSGAII which combines simulated annealing(SA) and non-dominated sorted genetic algorithm-II(NSGAII) is proposed to approximate the Pareto solution to this MOP problem. Simulation results show the effectiveness of the proposed algorithm in terms of satisfaction index, spectrum efficiency, occupied cache, and etc. 展开更多
关键词 GEO multi-beam satellite system dynamic resource ALLOCATION SA-NSGAII CACHE SATISFACTION index spectrum efficiency
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EMC design for actuators in the FAST reflector 被引量:2
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作者 Hai-Yan Zhang Ming-Chang Wu +3 位作者 You-Ling Yue Heng-Qian Gan Hao Hu Shi-Jie Huang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2018年第4期123-128,共6页
An active reflector is one of the three main innovations incorporated in the Five-hundredmeter Aperture Spherical radio Telescope(FAST).The deformation of such a huge spherically shaped reflector into different tran... An active reflector is one of the three main innovations incorporated in the Five-hundredmeter Aperture Spherical radio Telescope(FAST).The deformation of such a huge spherically shaped reflector into different transient parabolic shapes is achieved by using 2225 hydraulic actuators which change the position of the 2225 nodes through the connected down tied cables.For each different tracking process of the telescope,more than 1/3 of these 2225 actuators must be in operation to tune the parabolic aperture accurately and meet the surface error restriction.This means that some of these actuators are inevitably located within the main beam of the receiver,and Electromagnetic Interference(EMI)from the actuators must be mitigated to ensure the scientific output of the telescope.Based on the threshold level of interference detrimental to radio astronomy described in ITU-R Recommendation RA.769 and EMI measurements,the shielding efficiency(SE)requirement for each actuator is set to be 80 d B in the frequency range from 70 MHz to 3 GHz.Therefore,Electromagnetic Compatibility(EMC)was taken into account in the actuator design by measures such as power line filters,optical fibers,shielding enclosures and other structural measures.In 2015,all the actuators had been installed at the FAST site.Till now,no apparent EMI from the actuators has been detected by the receiver,which demonstrates the effectiveness of these EMC measures. 展开更多
关键词 radio telescope active reflector actuator electromagnetic compatibility
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Calculation of thermal neutron albedo for mono-material and bi-material reflectors 被引量:1
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作者 Sara Azimkhani Farhad Zolfagharpour Farhood Ziaie 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第9期185-191,共7页
Thermal neutron albedo has been investigated for different thicknesses of mono-material and bi-material reflectors. An equation has been obtained for a bi-material reflector by considering the neutron diffusion equati... Thermal neutron albedo has been investigated for different thicknesses of mono-material and bi-material reflectors. An equation has been obtained for a bi-material reflector by considering the neutron diffusion equation. The bi-material reflector consists of binary combinations of water, graphite, lead, and polyethylene. An experimental measurement of thermal neutron albedo has also been conducted for mono-material and bi-material reflectors by using a^(241) Am–Be(5.2 Ci) neutron source and a BF3 detector. The maximum value of thermal neutron albedo was obtained for a polyethylene–water combination(0.95 ± 0.02). 展开更多
关键词 NEUTRON current BI-MATERIAL reflector Thermal NEUTRON ALBEDO BF3 detector Reflection Diffusion equation
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Multiple sub-array beamspace CAATI algorithm for multi-beam bathymetry system 被引量:2
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作者 LI Zi-sheng LI Hai-sen ZHOU Tian YUAN Yan-yi 《Journal of Marine Science and Application》 2007年第1期47-52,共6页
This paper extends CAATI (Computed Angle-of-Arrival Transient Imaging) technique of Multi-angle Swath Bathymetry Sidesean Sonar (MSBSS) into Multi-Beam Bathymetry Sonar (MBBS) and presents a new Multiple Sub-arr... This paper extends CAATI (Computed Angle-of-Arrival Transient Imaging) technique of Multi-angle Swath Bathymetry Sidesean Sonar (MSBSS) into Multi-Beam Bathymetry Sonar (MBBS) and presents a new Multiple Sub-array Beamspaee - CAATI (MSB-CAATI) algorithm. The method not only can achieve high resolution seafloor mapping in the whole wide swath, but also can work well in complex acoustic environments or geometries. Simulation results and processing results of sea-experiment data prove the validity and superiority of the algorithm. 展开更多
关键词 MSB-CAATI swath bathymetry high resolution multi-beam
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Schemes for Segmenting the Main Reflector of the FAST 被引量:1
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作者 Su Y., Zheng Y, Peng B. Beijing Astromomical Observatory, National Astronomical Observatories, The Chinese Academy of Sciences, Beijing 100012, China Email: suyan @ class1. bao. ac. cn 《天文研究与技术》 CSCD 1999年第S1期94-97,共4页
Acting as a pilot of the Square Kilometer Array (SKA), a Five hundred meter Aperture Spherical Telescope (FAST) project puts forward many innovative ideas, among which the design of the active main reflector shows fas... Acting as a pilot of the Square Kilometer Array (SKA), a Five hundred meter Aperture Spherical Telescope (FAST) project puts forward many innovative ideas, among which the design of the active main reflector shows fascinating potential. The main spherical reflector is to be composed of thousands of small spherical panels, which can be adjusted to fit a paraboloid of revolution in real time. For the construction and performance, the rms of the fit must be optimized, and so appropriate dimensional limits for the panels need to be determined. The issue of how to divide the spherical reflector mathematically is addressed in this paper. The advantages and drawbacks of various segmenting methods are discussed and an optimum one is suggested. 展开更多
关键词 SPHERICAL RADIO TELESCOPE active MAIN reflector surface segmentation
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User-Level Scheduling and Resource Allocation for Multi-Beam Satellite Systems with Full Frequency Reuse 被引量:3
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作者 Tao Leng Yanan Wang +2 位作者 Dongwei Hu Gaofeng Cui Weidong Wang 《China Communications》 SCIE CSCD 2022年第6期179-192,共14页
Multi-beam satellite communication systems can improve the resource utilization and system capacity effectively.However,the inter-beam interference,especially for the satellite system with full frequency reuse,will de... Multi-beam satellite communication systems can improve the resource utilization and system capacity effectively.However,the inter-beam interference,especially for the satellite system with full frequency reuse,will degrade the system performance greatly due to the characteristics of multi-beam satellite antennas.In this article,the user scheduling and resource allocation of a multi-beam satellite system with full frequency reuse are jointly studied,in which all beams can use the full bandwidth.With the strong inter-beam interference,we aim to minimize the system latency experienced by the users during the process of data downloading.To solve this problem,deep reinforcement learning is used to schedule users and allocate bandwidth and power resources to mitigate the inter-beam interference.The simulation results are compared with other reference algorithms to verify the effectiveness of the proposed algorithm. 展开更多
关键词 multi-beam satellite full frequency reuse inter-beam interference latency optimization deep reinforcement learning
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