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A Study of WiFi-Aided Magnetic Matching Indoor Positioning Algorithm 被引量:6
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作者 Enliang Wang Mei Wang +1 位作者 Zhibin Meng Xiangyu Xu 《Journal of Computer and Communications》 2017年第3期91-101,共11页
Aiming at the shortcomings of the existing indoor location algorithm, such as low accuracy of positioning, high deployment and maintenance cost, and unstable robustness, this paper proposes a method of indoor location... Aiming at the shortcomings of the existing indoor location algorithm, such as low accuracy of positioning, high deployment and maintenance cost, and unstable robustness, this paper proposes a method of indoor location based on the integration of smartphone with WiFi and magnetic field using multi-sensor fusion. In the initial stages of positioning, rough location is achieved by Wi-Fi-RSSI fingerprints which provides an initial location and geomagnetic matching area for indoor positioning based on particle filter magnetic field matching. This paper proposes the use of median filter algorithm to deal with the original magnetic field data and covariance interpolation algorithm to generate magnetic field map, and effectively reduce the interference which caused by geomagnetic fluctuations, thereby it will improves the positioning accuracy. Finally, through conducting comprehensive experiments and tests, the results show that the proposed technique can reliably achieve 0.836 meters precision in current experimental environment. 展开更多
关键词 INDOOR POSITIONING MAGNETIC Field PARTICLE FILTER Smartphones
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Unstable and exact periodic solutions of three-particles time-dependent FPU chains 被引量:1
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作者 刘期怀 邢明燕 +1 位作者 李新祥 王超 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第12期246-252,共7页
For lower dimensional Fermi–Pasta–Ulam(FPU) chains, the α-chain is completely integrable and the Hamiltonian of the β-chain can be identified with the H′enon–Heiles Hamiltonian. When the strengths α, β of th... For lower dimensional Fermi–Pasta–Ulam(FPU) chains, the α-chain is completely integrable and the Hamiltonian of the β-chain can be identified with the H′enon–Heiles Hamiltonian. When the strengths α, β of the nonlinearities depend on time periodically with the same frequencies as the natural angular frequencies, the resonance phenomenon is inevitable. In this paper, for certain periodic functions α(t) and β(t) with resonance frequencies, we give the existence and stability of some nontrivial exact periodic solutions for a one-dimensional αβ-FPU model composed of three particles with periodic boundary conditions. 展开更多
关键词 periodic solution stability method of averaging
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An Indoor Pedestrian Localization Algorithm Based on Multi-Sensor Information Fusion 被引量:1
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作者 Xiangyu Xu Mei Wang +2 位作者 Liyan Luo Zhibin Meng Enliang Wang 《Journal of Computer and Communications》 2017年第3期102-115,共14页
For existing indoor localization algorithm has low accuracy, high cost in deployment and maintenance, lack of robustness, and low sensor utilization, this paper proposes a particle filter algorithm based on multi-sens... For existing indoor localization algorithm has low accuracy, high cost in deployment and maintenance, lack of robustness, and low sensor utilization, this paper proposes a particle filter algorithm based on multi-sensor fusion. The pedestrian’s localization in indoor environment is described as dynamic system state estimation problem. The algorithm combines the smart mobile terminal with indoor localization, and filters the result of localization with the particle filter. In this paper, a dynamic interval particle filter algorithm based on pedestrian dead reckoning (PDR) information and RSSI localization information have been used to improve the filtering precision and the stability. Moreover, the localization results will be uploaded to the server in time, and the location fingerprint database will be built incrementally, which can adapt the dynamic changes of the indoor environment. Experimental results show that the algorithm based on multi-sensor improves the localization accuracy and robustness compared with the location algorithm based on Wi-Fi. 展开更多
关键词 MULTI-SENSOR Fusion INDOOR Localization PEDESTRIAN DEAD Reckoning (PDR) PARTICLE Filter
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Improving breakdown voltage performance of SOI power device with folded drift region 被引量:2
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作者 李琦 李海鸥 +2 位作者 黄平奖 肖功利 杨年炯 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第7期367-372,共6页
A novel silicon-on-insulator(SOI) high breakdown voltage(BV) power device with interlaced dielectric trenches(IDT) and N/P pillars is proposed. In the studied structure, the drift region is folded by IDT embedde... A novel silicon-on-insulator(SOI) high breakdown voltage(BV) power device with interlaced dielectric trenches(IDT) and N/P pillars is proposed. In the studied structure, the drift region is folded by IDT embedded in the active layer,which results in an increase of length of ionization integral remarkably. The crowding phenomenon of electric field in the corner of IDT is relieved by the N/P pillars. Both traits improve two key factors of BV, the ionization integral length and electric field magnitude, and thus BV is significantly enhanced. The electric field in the dielectric layer is enhanced and a major portion of bias is borne by the oxide layer due to the accumulation of inverse charges(holes) at the corner of IDT.The average value of the lateral electric field of the proposed device reaches 60 V/μm with a 10 μm drift length, which increases by 200% in comparison to the conventional SOI LDMOS, resulting in a breakdown voltage of 607 V. 展开更多
关键词 interlaced dielectric trenches folded drift region breakdown voltage N/P pillars
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Positive Bias Temperature Instability Degradation of Buried InGaAs Channel nMOSFETs with InGaP Barrier Layer and Al2O3 Dielectric
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作者 王盛凯 马磊 +7 位作者 常虎东 孙兵 苏玉玉 钟乐 李海鸥 金智 刘新宇 刘洪刚 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第5期101-105,共5页
Positive bias temperature instability stress induced interface trap density in a buried InGaAs channel metaloxide-semiconductor field-effect transistor with a InCaP barrier layer and Al2O3 dielectric is investigated. ... Positive bias temperature instability stress induced interface trap density in a buried InGaAs channel metaloxide-semiconductor field-effect transistor with a InCaP barrier layer and Al2O3 dielectric is investigated. Well behaved split C-V characteristics with small capacitance frequency dispersion are confirmed after the insertion of the InCaP barrier layer. The direct-current Id-Vg measurements show both degradations of positive gate voltage shift and sub-threshold swing in the sub-threshold region, and degradation of positive △Vg in the oncurrent region. The Id-Vg degradation during the positive bias temperature instability tests is mainly contributed by the generation of near interface acceptor traps under stress. Specifically, the stress induced aeceptor traps contain both permanent and recoverable traps. Compared with surface channel InCaAs devices, stress induced recoverable donor traps are negligible in the buried channel ones. 展开更多
关键词 INGAAS Positive Bias Temperature Instability Degradation of Buried InGaAs Channel nMOSFETs with InGaP Barrier Layer and Al2O3 Dielectric MOSFET Al
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New SOI power device with multi-region high-concentration fixed interface charge and the model of breakdown voltage
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作者 李琦 李海鸥 +2 位作者 唐宁 翟江辉 宋树祥 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第3期308-312,共5页
A new SOI power device with multi-region high-concentration fixed charge(MHFC) is reported. The MHFC is formed through implanting Cs or I ion into the buried oxide layer(BOX), by which the high-concentration dynam... A new SOI power device with multi-region high-concentration fixed charge(MHFC) is reported. The MHFC is formed through implanting Cs or I ion into the buried oxide layer(BOX), by which the high-concentration dynamic electrons and holes are induced at the top and bottom interfaces of BOX. The inversion holes can enhance the vertical electric field and raise the breakdown voltage since the drain bias is mainly generated from the BOX. A model of breakdown voltage is developed, from which the optimal spacing has also been obtained. The numerical results indicate that the breakdown voltage of device proposed is increased by 287% in comparison to that of conventional LDMOS. 展开更多
关键词 multi-region high-concentration fixed interface charge model of breakdown voltage
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A Method for Crude Oil Selection and Blending Optimization Based on Improved Cuckoo Search Algorithm 被引量:7
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作者 Yang Huihua Ma Wei +2 位作者 Zhang Xiaofeng Li Hu Tian Songbai 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2014年第4期70-78,共9页
Refineries often need to find similar crude oil to replace the scarce crude oil for stabilizing the feedstock property. We introduced the method for calculation of crude blended properties firstly, and then created a ... Refineries often need to find similar crude oil to replace the scarce crude oil for stabilizing the feedstock property. We introduced the method for calculation of crude blended properties firstly, and then created a crude oil selection and blending optimization model based on the data of crude oil property. The model is a mixed-integer nonlinear programming(MINLP) with constraints, and the target is to maximize the similarity between the blended crude oil and the objective crude oil. Furthermore, the model takes into account the selection of crude oils and their blending ratios simultaneously, and transforms the problem of looking for similar crude oil into the crude oil selection and blending optimization problem. We applied the Improved Cuckoo Search(ICS) algorithm to solving the model. Through the simulations, ICS was compared with the genetic algorithm, the particle swarm optimization algorithm and the CPLEX solver. The results show that ICS has very good optimization efficiency. The blending solution can provide a reference for refineries to find the similar crude oil. And the method proposed can also give some references to selection and blending optimization of other materials. 展开更多
关键词 CRUDE OIL similarity CRUDE OIL SELECTION BLENDING OPTIMIZATION MIXED-INTEGER nonlinear programming CuckooSearch algorithm
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A novel image encryption scheme based on Keplers third law and random Hadamard transform 被引量:3
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作者 罗玉玲 周戎龙 +2 位作者 刘俊秀 丘森辉 曹弋 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第12期146-159,共14页
In this paper, a novel image encryption scheme based on Keplers third law and random Hadamard transform is proposed to ensure the security of a digital image. First, a set of Kepler periodic sequences is generated to ... In this paper, a novel image encryption scheme based on Keplers third law and random Hadamard transform is proposed to ensure the security of a digital image. First, a set of Kepler periodic sequences is generated to permutate image data, which is characteristic of the plain-image and the Keplers third law. Then, a random Hadamard matrix is constructed by combining the standard Hadamard matrix with the hyper-Chen chaotic system, which is used to further scramble the image coefficients when the image is transformed through random Hadamard transform. In the end, the permuted image presents interweaving diffusion based on two special matrices, which are constructed by Kepler periodic sequence and chaos system. The experimental results and performance analysis show that the proposed encrypted scheme is highly sensitive to the plain-image and external keys, and has a high security and speed, which are very suitable for secure real-time communication of image data. 展开更多
关键词 Kepler&#39s third law random Hadamard transform interweaving diffusion security
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Mechanically tunable metamaterials terahertz dual-band bandstop filter 被引量:1
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作者 胡放荣 胥欣 +2 位作者 李鹏 徐新龙 王月娥 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第7期183-187,共5页
We experimentally demonstrate a mechanically tunable metamaterials terahertz(THz) dual-band bandstop filter. The unit cell of the filter contains an inner aluminum circle and an outside aluminum Ohm-ring on high res... We experimentally demonstrate a mechanically tunable metamaterials terahertz(THz) dual-band bandstop filter. The unit cell of the filter contains an inner aluminum circle and an outside aluminum Ohm-ring on high resistance silicon substrate. The performance of the filter is simulated by finite-integration-time-domain(FITD) method. The sample is fabricated using a surface micromachining process and experimentally demonstrated using a THz time-domain-spectroscopy(TDS) system. The results show that, when the incident THz wave is polarized in y-axis, the filter has two intensive absorption peaks locating at 0.71 THz and 1.13 THz, respectively. The position of the high-frequency absorption peak and the amplitude of the low-frequency absorption peak can be simultaneously tuned by rotating the sample along its normal axis.The tunability of the high-frequency absorption peak is due to the shift of resonance frequency of two electrical dipoles,and that of the low-frequency absorption peak results from the effect of rotationally induced transparent. This tunable filter is very useful for switch, manipulation, and frequency selective detection of THz beam. 展开更多
关键词 METAMATERIALS terahertz(THz) bandstop filter mechanically tunable rotationally induced transparent(RIT)
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An ultra-wideband pattern reconflgurable antenna based on graphene coating 被引量:2
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作者 姜彦南 袁锐 +3 位作者 高喜 王娇 李思敏 林诒玉 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第11期625-631,共7页
An ultra-wideband pattern reconfigurable antenna is proposed.The antenna is a dielectric coaxial hollow monopole with a cylindrical graphene-based impedance surface coating.It consists of a graphene sheet coated onto ... An ultra-wideband pattern reconfigurable antenna is proposed.The antenna is a dielectric coaxial hollow monopole with a cylindrical graphene-based impedance surface coating.It consists of a graphene sheet coated onto the inner surface of a cylindrical substrate and a set of independent polysilicon DC gating pads mounted on the outside of the cylindrical substrate.By changing the DC bias voltages to the different gating pads,the surface impedance of the graphene coating can be freely controlled.Due to the tunability of graphene's surface impedance,the radiation pattern of the proposed antenna can be reconfigured.A transmission line method is used to illustrate the physical mechanism of the proposed antenna.The results show that the proposed antenna can reconfigure its radiation pattern in the omnidirectional mode with the relative bandwidth of 58.5% and the directional mode over the entire azimuth plane with the relative bandwidth of 67%. 展开更多
关键词 wideband antenna impedance bandwidth directional illustrate hollow dielectric coated outside
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Priority probability deceleration deadline-aware TCP
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作者 Jin Ye Jing Lin Jiawei Huang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第3期595-602,共8页
In modern data centers, because of the deadline- agnostic congestion control in transmission control protocol (TCP), many deadline-sensitive flows can not finish before their deadlines. Therefore, providing a higher... In modern data centers, because of the deadline- agnostic congestion control in transmission control protocol (TCP), many deadline-sensitive flows can not finish before their deadlines. Therefore, providing a higher deadline meeting ratio becomes a critical challenge in the typical online data intensive (OLDI) ap- plications of data center networks (DCNs). However, a problem named as priority synchronization is found in this paper, which de- creases the deadline meeting ratio badly. To solve this problem, we propose a priority probability deceleration (P2D) deadline-aware TCP. By using the novel probabilistic deceleration, p2D prevents the priority synchronization problem. Simulation results show that P2D increases the deadline meeting ratio by 20% compared with D2TCP. 展开更多
关键词 data center networks (DCNs) DEADLINE priority synchronization transport control protocol (TCP).
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Robust Local Weighted Regression for Magnetic Map-Based Localization on Smartphone Platform
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作者 Zhibin Meng Mei Wang +1 位作者 Enliang Wang Xiangyu Xu 《Journal of Computer and Communications》 2017年第3期80-90,共11页
The magnetic information measured on the smartphone platform has a large fluctuation and the research of indoor localization algorithm based on smart-phone platform is less. Indoor localization algorithm on smartphone... The magnetic information measured on the smartphone platform has a large fluctuation and the research of indoor localization algorithm based on smart-phone platform is less. Indoor localization algorithm on smartphone platform based on particle filter is studied. Robust local weighted regression is used to smooth the original magnetic data in the process of constructing magnetic map. Use moving average filtering model to filter the online magnetic observation data in positioning process. Compare processed online magnetic data with processed magnetic map collected by smartphone platform and the average matching error is 0.3941uT. Average positioning error is 0.229 meter when using processed online and map data. 展开更多
关键词 INDOOR LOCALIZATION MAGNETIC PARTICLE Filter ROBUST Local WEIGHTED Regression Algorithm
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Metamaterials-based terahertz sensor for quick diagnosis of early lung cancer 被引量:1
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作者 胥欣 吴艳 +5 位作者 何唐艳 李媛媛 胡放荣 梁华晟 杨春霞 钟宏 《Chinese Optics Letters》 SCIE EI CAS CSCD 2017年第11期84-86,共3页
We experimentally demonstrate a metamaterials(MMs)-based terahertz(THz) sensor to quickly distinguish the cancer tissues from normal tissues.The MMs-based THz sensor has two strong resonance absorption peaks at ab... We experimentally demonstrate a metamaterials(MMs)-based terahertz(THz) sensor to quickly distinguish the cancer tissues from normal tissues.The MMs-based THz sensor has two strong resonance absorption peaks at about 0.706 and 1.14 THz,respectively.When the sensor is covered with cancer tissues,the redshifts at about 0.706 and 1.14 THz are 31 and 19 GHz,respectively.However,if normal tissue is attached to the surface of the sensor,the corresponding redshifts are only 15 and 12 GHz,respectively.This study proposes a new method for quick diagnosis of early lung cancer and other cancers. 展开更多
关键词 TERAHERTZ DISTINGUISH quick ATTACHED dielectric consuming NITRIDE refractive outside COVERED
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Demonstration of a fully differential VGA chip with small THD for ECG acquisition system 被引量:1
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作者 肖功利 覃玉良 +3 位作者 徐卫林 韦保林 段吉海 韦雪明 《Journal of Semiconductors》 EI CAS CSCD 2015年第10期117-122,共6页
We present both a theoretical and experimental demonstration of a fully differential variable gain am- plifier (VGA) with small total harmonic distortion (THD) for an electrocardiogram (ECG) acquisition system. ... We present both a theoretical and experimental demonstration of a fully differential variable gain am- plifier (VGA) with small total harmonic distortion (THD) for an electrocardiogram (ECG) acquisition system. Capacitive feedback technology is adopted to reduce the nonlinearity of VGA. The fully differential VGA has been fabricated in SMIC 0.18-μm CMOS process, and it only occupies 0.11 mm2. The measurements are in good agreement with simulation results. Experimental results show that the gain of VGA changes from 6.17 to 43.75 dB with a gain step of 3 dB. The high-pass comer frequency and low-pass comer frequency are around 0.22 Hz and 7.9 kHz, respectively. For each gain configuration, a maximal THD of 0.13% is obtained. The fully differential VGA has a low THD and its key performance parameters are well satisfied with the demands of ECG acquisition system application in the UWB wireless body area network. 展开更多
关键词 fully differential VGA total harmonic distortion ECG acquisition system capacitive feedback
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Fabrication of a novel RF switch device with high performance using In0.4Ga0.6As MOSFET technology 被引量:1
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作者 周佳辉 常虎东 +4 位作者 张旭芳 杨靖治 刘桂明 李海鸥 刘洪刚 《Journal of Semiconductors》 EI CAS CSCD 2016年第2期77-80,共4页
A novel radio frequency (RF) switch device has been successfully fabricated using InGaAs metal- oxide-semiconductor field-effect transistor (MOSFET) technology. The device showed drain saturation currents of 250 m... A novel radio frequency (RF) switch device has been successfully fabricated using InGaAs metal- oxide-semiconductor field-effect transistor (MOSFET) technology. The device showed drain saturation currents of 250 mA/mm, a maximum transconductance of 370 mS/ram, a turn-on resistance of 0.72 mx2.mm2 and a drain current on-off (Ionloll) ratio of 1 x 106. The maximum handling power of on-state of 533 mW/mm and off-state of 3667 mW/mm is obtained. The proposed In0.4Ga0.6As MOSFET RF switch showed an insertion loss of less than 1.8 dB and an isolation of better than 20 dB in the frequency range from 0.1 to 7.5 GHz. The lowest insertion loss and the highest isolation can reach 0.27 dB and more than 68 dB respectively. This study demonstrates that the InGaAs MOSFET technology has a great potential for RF switch application. 展开更多
关键词 RF switch INGAAS MOSFET III-V CMOS
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Semantic Description and Verification of Security Policy Based on Ontology 被引量:1
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作者 TANG Chenghua WANG Lina +2 位作者 TANG Shensheng QIANG Baohua TIAN Jilong 《Wuhan University Journal of Natural Sciences》 CAS 2014年第5期385-392,共8页
To solve the shortage problem of the semantic descrip- tion scope and verification capability existed in the security policy, a semantic description method for the security policy based on ontology is presented. By de... To solve the shortage problem of the semantic descrip- tion scope and verification capability existed in the security policy, a semantic description method for the security policy based on ontology is presented. By defining the basic elements of the security policy, the relationship model between the ontology and the concept of security policy based on the Web ontology language (OWL) is established, so as to construct the semantic description framework of the security policy. Through modeling and reasoning in the Protege, the ontology model of authorization policy is proposed, and the first-order predicate description logic is introduced to the analysis and verification of the model. Results show that the ontology-based semantic description of security policy has better flexibility and practicality. 展开更多
关键词 security policy ONTOLOGY semantic description ofpolicy the first-order predicate description logic
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The effect of nitridation and sulfur passivation for In0.53Ga0.47As surfaces on their Al/Al2O3/InGaAs MOS capacitors properties
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作者 林子曾 曹明民 +5 位作者 王盛凯 李琦 肖功利 高喜 刘洪刚 李海鸥 《Journal of Semiconductors》 EI CAS CSCD 2016年第2期155-159,共5页
The impact of nitridation and sulfur passivation for Ino.s3Gao.47As surfaces on the A1/A1203/InGaAs MOS capacitors properties was investigated by comparing the characteristics of frequency dispersion and hysteresis, c... The impact of nitridation and sulfur passivation for Ino.s3Gao.47As surfaces on the A1/A1203/InGaAs MOS capacitors properties was investigated by comparing the characteristics of frequency dispersion and hysteresis, calculating the Dit and ANbt values, and analyzing the interface traps and the leakage current. The results showed that both of the methods could form a passivation-layer on the InGaAs surface. The samples treated by N2 plasma could obtain good interface properties with the smallest frequency dispersion in the accumulation region, and the best hysteresis characteristics and good I-V properties were presented. Also the samples with (NH4)ESx treatment showed the smallest frequency dispersion near the flat-band region and a minimum Dit value of 2.6 x10^11 cm-2 eV-1. 展开更多
关键词 N2 plasma (NH4)2Sx treatment interface properties MOS capacitors
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Crystal structure and phase relations of Pr2Fe14B-La2Fe14B system
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作者 姚青荣 沈逸豪 +5 位作者 杨鹏程 周怀营 饶光辉 邓建秋 王仲民 钟燕 《Journal of Rare Earths》 SCIE EI CAS CSCD 2016年第11期1121-1125,共5页
The crystal structure and phase relations of the Pr2Fe14B-La2Fe14B system were investigated by X-ray powder diffraction (XRD), differential scanning calorimetry (DSC) and scanning electron microscopy (SEM) equip... The crystal structure and phase relations of the Pr2Fe14B-La2Fe14B system were investigated by X-ray powder diffraction (XRD), differential scanning calorimetry (DSC) and scanning electron microscopy (SEM) equipped with energy dispersive X-ray spectroscopy (EDS). The crystal structure parameters were determined by full-profile Rietveld refinements. The results revealed that all alloys of (Pr1–xLax)2Fe14B crystallized the Nd2Fe14B-type structure with the space groupP42/mnm and formed a continuous solid solutions betweenx=0.0 and 1.0. The lattice parametera,c, unit-cell volumeVand c/a ratio increased linearly with the La concentra-tion. Determined by thermogravimetry analysis, the Curie temperature (TC), phase transition temperature and melting temperature of (Pr1–xLax)2Fe14B decreased linearly upon the La content. Based on the results of DSC measurements and X-ray powder diffraction examinations, the phase diagram of the Pr2Fe14B-La2Fe14B system was built up. 展开更多
关键词 crystal structure lattice parameter Curie temperature thermal analysis rare earths
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Research on the enhancement of signal-to-noise ratio of light-addressable potentiometric sensor by optical focusing
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作者 陈东 刘诗斌 +1 位作者 殷世民 梁晋涛 《Optoelectronics Letters》 EI 2016年第1期27-30,共4页
For enhancing the response of light-addressable potentiometric sensor(LAPS) and further improving its signal-to-noise ratio(SNR),an optical focusing method is adopted.Experimental research and theoretical analysis rev... For enhancing the response of light-addressable potentiometric sensor(LAPS) and further improving its signal-to-noise ratio(SNR),an optical focusing method is adopted.Experimental research and theoretical analysis reveal that the magnitude of responsive signal is increased by optical focusing,and the SNR is improved remarkably.These research results indicate that the optical focusing is an effective approach for improving SNR of LAPS. 展开更多
关键词 FOCUSING Potentiometers (electric measuring instruments) Potentiometric sensors
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A Novel Fully Homomorphic Encryption Scheme Bsed on LWE 被引量:2
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作者 DING Yong LI Xiumin +1 位作者 Lü Haifeng LI Xinguo 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2016年第1期84-92,共9页
Although the learning with errors(LWE)-based full homomorphic encryption scheme was the first example of deviation from the original Gentry's blueprint, the scheme did not give detailed conversion process of circui... Although the learning with errors(LWE)-based full homomorphic encryption scheme was the first example of deviation from the original Gentry's blueprint, the scheme did not give detailed conversion process of circuit layer structure, and must rely on bootstrapping technique to achieve full homomorphism. Therefore, through modifying the re-linearization technique proposed by the above scheme, a technique called non-matrix key switching is presented, which includes key switching with re-linearization and pure key switching. The complex matrix operations of existing key switching technique are removed. Combining this technique with modulus switching, a (leveled) fully homomorphic encryption scheme without bootstrapping from LWE is constructed. In order to make circuit layer structure clear, the scheme gives detailed refresh door operation. Finally, we use bootstrapping to upgrade arithmetic circuit to any layer, and make the homomorphic computing capability of the scheme have nothing to circuit depth. 展开更多
关键词 fully homomorphic encryption re-linearization key switching modulus switching LWE BOOTSTRAPPING
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