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Exploration of high-speed 3.0 THz imaging with a 65 nm CMOS process
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作者 Min Liu Ziteng Cai +2 位作者 Jian Liu Nanjian Wu Liyuan Liu 《Journal of Semiconductors》 EI CAS CSCD 2023年第10期78-85,共8页
This paper describes a promising route for the exploration and development of 3.0 THz sensing and imaging with FET-based power detectors in a standard 65 nm CMOS process.Based on the plasma-wave theory proposed by Dya... This paper describes a promising route for the exploration and development of 3.0 THz sensing and imaging with FET-based power detectors in a standard 65 nm CMOS process.Based on the plasma-wave theory proposed by Dyakonov and Shur,we designed high-responsivity and low-noise multiple detectors for monitoring a pulse-mode 3.0 THz quantum cascade laser(QCL).Furthermore,we present a fully integrated high-speed 32×32-pixel 3.0 THz CMOS image sensor(CIS).The full CIS measures 2.81×5.39 mm^(2) and achieves a 423 V/W responsivity(Rv)and a 5.3 nW integral noise equivalent power(NEP)at room temperature.In experiments,we demonstrate a testing speed reaching 319 fps under continuous-wave(CW)illumina-tion of a 3.0 THz QCL.The results indicate that our terahertz CIS has excellent potential in cost-effective and commercial THz imaging and material detection. 展开更多
关键词 power detectors quantum cascade laser(QCL) CMOS image sensor(CIS) TERAHERTZ
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Incomplete charge transfer in CMOS image sensor caused by Si/SiO_(2)interface states in the TG channel
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作者 Xi Lu Changju Liu +4 位作者 Pinyuan Zhao Yu Zhang Bei Li Zhenzhen Zhang Jiangtao Xu 《Journal of Semiconductors》 EI CAS CSCD 2023年第11期101-108,共8页
CMOS image sensors produced by the existing CMOS manufacturing process usually have difficulty achieving complete charge transfer owing to the introduction of potential barriers or Si/SiO_(2)interface state traps in t... CMOS image sensors produced by the existing CMOS manufacturing process usually have difficulty achieving complete charge transfer owing to the introduction of potential barriers or Si/SiO_(2)interface state traps in the charge transfer path,which reduces the charge transfer efficiency and image quality.Until now,scholars have only considered mechanisms that limit charge transfer from the perspectives of potential barriers and spill back effect under high illumination condition.However,the existing models have thus far ignored the charge transfer limitation due to Si/SiO_(2)interface state traps in the transfer gate channel,particularly under low illumination.Therefore,this paper proposes,for the first time,an analytical model for quantifying the incomplete charge transfer caused by Si/SiO_(2)interface state traps in the transfer gate channel under low illumination.This model can predict the variation rules of the number of untransferred charges and charge transfer efficiency when the trap energy level follows Gaussian distribution,exponential distribution and measured distribution.The model was verified with technology computer-aided design simulations,and the results showed that the simulation results exhibit the consistency with the proposed model. 展开更多
关键词 CMOS image sensor charge transfer interface state traps
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Digital Receiver for Laser Imaging Radar 被引量:1
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作者 王蔚然 孙兵 《Journal of Electronic Science and Technology of China》 2004年第1期1-5,共5页
With the extension of the application domains for laser imaging radar, it is necessary to find a new technical way to obtain high technical performance and adaptive ability. In this paper, A new concept of digital rec... With the extension of the application domains for laser imaging radar, it is necessary to find a new technical way to obtain high technical performance and adaptive ability. In this paper, A new concept of digital receiver of laser imaging radar system is presented. This digital receiver is defined as a time varying parameter receiver which possesses large dynamics region and time domain filter. The receiver’s mode, component structure as well as every function of its processing are described. The results and laboratorial data show the feasibility of digital reception. Also, it can exploit the inherent nature of laser imaging radar to obtain high probability of detection. 展开更多
关键词 digital receiver laser imaging radar laser imaging sensor
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Dark output characteristic of γ-ray irradiated CMOS digital image sensors 被引量:5
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作者 MENG Xiangti and KANG A iguo Institute of Nuclear Energy Technology, Tsinghua University, Beijing 100084, China 《Rare Metals》 SCIE EI CAS CSCD 2002年第1期79-84,共6页
The quality of dark output images from the CMOS (complementarymetal oxide semiconductor) black and white (B & W) digital imagesensors captured before and after γ-ray irradiation was studied. Thecharacteristic par... The quality of dark output images from the CMOS (complementarymetal oxide semiconductor) black and white (B & W) digital imagesensors captured before and after γ-ray irradiation was studied. Thecharacteristic parameters of the dark output images captured atdifferent radiation dose, e.g. average brightness and itsnon-uniformity of dark out- put images, were analyzed by our testsoftware. The primary explanation for the change of the parameterswith the radi- ation dose was given. 展开更多
关键词 CMOS digital image sensor gamma radiation dark output characteristic SI
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Neuromorphic vision sensors: Principle, progress and perspectives 被引量:5
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作者 Fuyou Liao Feichi Zhou Yang Chai 《Journal of Semiconductors》 EI CAS CSCD 2021年第1期112-121,共10页
Conventional frame-based image sensors suffer greatly from high energy consumption and latency.Mimicking neurobiological structures and functionalities of the retina provides a promising way to build a neuromorphic vi... Conventional frame-based image sensors suffer greatly from high energy consumption and latency.Mimicking neurobiological structures and functionalities of the retina provides a promising way to build a neuromorphic vision sensor with highly efficient image processing.In this review article,we will start with a brief introduction to explain the working mechanism and the challenges of conventional frame-based image sensors,and introduce the structure and functions of biological retina.In the main section,we will overview recent developments in neuromorphic vision sensors,including the silicon retina based on conventional Si CMOS digital technologies,and the neuromorphic vision sensors with the implementation of emerging devices.Finally,we will provide a brief outline of the prospects and outlook for the development of this field. 展开更多
关键词 image sensors silicon retina neuromorphic vision sensors photonic synapses
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Weld pool image sensor for pulsed MIG welding 被引量:3
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作者 刘鹏飞 孙振国 +1 位作者 黄操 陈强 《China Welding》 EI CAS 2008年第1期1-5,共5页
Visual image sensor is developed to detect the weld pool images in pulsed MIG welding. An exposure controller, which is composed of the modules of the voltage transforming, the exposure parameters presetting, the comp... Visual image sensor is developed to detect the weld pool images in pulsed MIG welding. An exposure controller, which is composed of the modules of the voltage transforming, the exposure parameters presetting, the complex programmable logic device (CPLD) based logic controlling, exposure signal processing, the arc state detecting, the mechanical iris driving and so on, is designed at first. Then, a visual image sensor consists of an ordinary CCD camera, optical system and exposure controller is established. The exposure synchronic control logic is described with very-high-speed integrated circuit hardware description language (VHDL) and programmed with CPLD , to detect weld pool images at the stage of base current in pulsed MIG welding. Finally, both bead on plate welding and V groove filled welding are carried out, clear and consistent weld pool images are acquired. 展开更多
关键词 pulsed MIG welding weld pool image visual image sensor controllable exposure
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Modeling the photon counting and photoelectron counting characteristics of quanta image sensors 被引量:1
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作者 Bowen Liu Jiangtao Xu 《Journal of Semiconductors》 EI CAS CSCD 2021年第6期25-34,共10页
A signal chain model of single-bit and multi-bit quanta image sensors(QISs)is established.Based on the proposed model,the photoresponse characteristics and signal error rates of QISs are investigated,and the effects o... A signal chain model of single-bit and multi-bit quanta image sensors(QISs)is established.Based on the proposed model,the photoresponse characteristics and signal error rates of QISs are investigated,and the effects of bit depth,quantum efficiency,dark current,and read noise on them are analyzed.When the signal error rates towards photons and photoelectrons counting are lower than 0.01,the high accuracy photon and photoelectron counting exposure ranges are determined.Furthermore,an optimization method of integration time to ensure that the QIS works in these high accuracy exposure ranges is presented.The trade-offs between pixel area,the mean value of incident photons,and integration time under different illuminance level are analyzed.For the 3-bit QIS with 0.16 e-/s dark current and 0.21 e-r.m.s.read noise,when the illuminance level and pixel area are 1 lux and 1.21μm^(2),or 10000 lux and 0.21μm^(2),the recommended integration time is 8.8 to 30 ms,or 10 to21.3μs,respectively.The proposed method can guide the design and operation of single-bit and multi-bit QISs. 展开更多
关键词 CMOS image sensor quanta image sensor photon counting photoelectron counting signal error rate integration time
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A nano-metallic-particles-based CMOS image sensor for DNA detection 被引量:1
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作者 何进 苏艳梅 +5 位作者 马玉涛 陈沁 王若楠 叶韵 马勇 梁海浪 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第7期416-421,共6页
In this paper we report on a study of the CMOS image sensor detection of DNA based on self-assembled nano- metallic particles, which are selectively deposited on the surface of the passive image sensor. The nano-metal... In this paper we report on a study of the CMOS image sensor detection of DNA based on self-assembled nano- metallic particles, which are selectively deposited on the surface of the passive image sensor. The nano-metallic particles effectively block the optical radiation in the visible spectrum of ordinary light source. When such a technical method is applied to DNA detection, the requirement for a special UV light source in the most popular fluorescence is eliminated. The DNA detection methodology is tested on a CMOS sensor chip fabricated using a standard 0.5 gm CMOS process. It is demonstrated that the approach is highly selective to detecting even a signal-base mismatched DNA target with an extremely-low-concentration DNA sample down to 10 pM under an ordinary light source. 展开更多
关键词 CMOS image sensor nano-metallic particles DNA detection 0.5 gm CMOS process
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Modeling random telegraph signal noise in CMOS image sensor under low light based on binomial distribution 被引量:1
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作者 张钰 逯鑫淼 +2 位作者 王光义 胡永才 徐江涛 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第7期164-170,共7页
The random telegraph signal noise in the pixel source follower MOSFET is the principle component of the noise in the CMOS image sensor under low light. In this paper, the physical and statistical model of the random t... The random telegraph signal noise in the pixel source follower MOSFET is the principle component of the noise in the CMOS image sensor under low light. In this paper, the physical and statistical model of the random telegraph signal noise in the pixel source follower based on the binomial distribution is set up. The number of electrons captured or released by the oxide traps in the unit time is described as the random variables which obey the binomial distribution. As a result,the output states and the corresponding probabilities of the first and the second samples of the correlated double sampling circuit are acquired. The standard deviation of the output states after the correlated double sampling circuit can be obtained accordingly. In the simulation section, one hundred thousand samples of the source follower MOSFET have been simulated,and the simulation results show that the proposed model has the similar statistical characteristics with the existing models under the effect of the channel length and the density of the oxide trap. Moreover, the noise histogram of the proposed model has been evaluated at different environmental temperatures. 展开更多
关键词 random telegraph signal noise physical and statistical model binomial distribution CMOS image sensor
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Difference in electron-and gamma-irradiation effects on output characteristic of color CMOS digital image sensors
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作者 MENGXiangti KANGAiguo +5 位作者 ZHANGXimin LIJihong HUANGQiang LIFengmei LIUXiaoguang ZHOUHongyu 《Rare Metals》 SCIE EI CAS CSCD 2004年第2期165-170,共6页
Changes of the average brightness and non-uniformity of dark output images,and quality of pictures captured under natural lighting for the color CMOS digital image sensorsirradiated at different electron doses have be... Changes of the average brightness and non-uniformity of dark output images,and quality of pictures captured under natural lighting for the color CMOS digital image sensorsirradiated at different electron doses have been studied in comparison to those from theγ-irradiated sensors. For the electron-irradiated sensors, the non-uniformity increases obviouslyand a small bright region on the dark image appears at the dose of 0.4 kGy. The average brightnessincreases at 0.4 kGy, increases sharply at 0.5 kGy. The picture is very blurry only at 0.6 kGy,showing the sensor undergoes severe performance degradation. Electron radiation damage is much moresevere than γ radiation damage for the CMOS image sensors. A possible explanation is presented inthis paper. 展开更多
关键词 semiconductor technology irradiation damage electron and gamma irradiation color CMOS image sensor output characteristic SI
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Column readout circuit with improved offset mismatch and charge sharing for CMOS image sensor
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作者 Zhongjie Guo Ningmei Yu Longsheng Wu 《Journal of Semiconductors》 EI CAS CSCD 2019年第12期107-111,共5页
High linearity and low noise column readout chain are two key factors in CMOS image sensor.However,offset mismatch and charge sharing always exist in the conventional column wise readout implementation,even adopting t... High linearity and low noise column readout chain are two key factors in CMOS image sensor.However,offset mismatch and charge sharing always exist in the conventional column wise readout implementation,even adopting the technology of correlated double sample.A simple column readout circuit with improved offset mismatch and charge sharing for CMOS image sensor is proposed in this paper.Based on the bottom plate sampling and fixed common level method,this novel design can avoid the offset nonuniformity between the two buffers.Also,the single buffer and switched capacitor technique can effectively suppress the charge sharing caused by the varied operating point.The proposed approach is experimentally verified in a 1024×1024 prototype chip designed and fabricated in 55 nm low power CMOS process.The measurement results show that the linear range is extended by 20%,the readout noise of bright and dark fields is reduced by 40%and 30%respectively,and the improved photo response nonuniformity is up to 1.16%.Finally,a raw sample image taken by the prototype sensor shows the excellent practical performance. 展开更多
关键词 CMOS image sensor column readout BUFFER offset mismatch charge sharing
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A low-power high-quality CMOS image sensor using 1.5 V 4T pinned photodiode and dual-CDS column-parallel single-slope ADC
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作者 Wenjing Xu Jie Chen +3 位作者 Zhangqu Kuang Li Zhou Ming Chen Chengbin Zhang 《Journal of Semiconductors》 EI CAS CSCD 2022年第8期53-59,共7页
This paper presents a low-power high-quality CMOS image sensor(CIS)using 1.5 V 4T pinned photodiode(4T-PPD)and dual correlated double sampling(dual-CDS)column-parallel single-slope ADC.A five-finger shaped pixel layer... This paper presents a low-power high-quality CMOS image sensor(CIS)using 1.5 V 4T pinned photodiode(4T-PPD)and dual correlated double sampling(dual-CDS)column-parallel single-slope ADC.A five-finger shaped pixel layer is proposed to solve image lag caused by low-voltage 4T-PPD.Dual-CDS is used to reduce random noise and the nonuniformity between columns.Dual-mode counting method is proposed to improve circuit robustness.A prototype sensor was fabricated using a 0.11μm CMOS process.Measurement results show that the lag of the five-finger shaped pixel is reduced by 80%compared with the conventional rectangular pixel,the chip power consumption is only 36 mW,the dynamic range is 67.3 dB,the random noise is only 1.55 e^(-)_(rms),and the figure-of-merit is only 1.98 e^(-)·nJ,thus realizing low-power and high-quality imaging. 展开更多
关键词 CMOS image sensor 4T pinned photodiode single-slope ADC correlated double sample counting method
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Novel CMOS image sensor pixel to improve charge transfer speed and efficiency by overlapping gate and temporary storage diffusing node
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作者 杨翠 彭国良 +4 位作者 毛维 郑雪峰 王冲 张进成 郝跃 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第1期593-599,共7页
A novel CMOS image sensor(CIS) pinned photodiode(PPD) pixel, named as O-T pixel, is proposed and investigated by TCAD simulations. Compared with the conventional PPD pixel, the proposed pixel features the overlapping ... A novel CMOS image sensor(CIS) pinned photodiode(PPD) pixel, named as O-T pixel, is proposed and investigated by TCAD simulations. Compared with the conventional PPD pixel, the proposed pixel features the overlapping gate(OG)and the temporary storage diffusing(TSD) region, based on which the several-nanosecond-level charge transfer could be achieved and the complete charge transfer from the PPD to the floating node(FD) could be realized. And systematic analyses of the influence of the doping conditions of the proposed processes, the OG length, and the photodiode length on the transfer performances of the proposed pixel are conducted. Optimized simulation results show that the total charge transfer time could reach about 5.862 ns from the photodiode to the sensed node and the corresponding charge transfer efficiency could reach as high as 99.995% in the proposed pixel with 10 μm long photodiode and 2.22 μm long OG. These results demonstrate a great potential of the proposed pixel in high-speed applications. 展开更多
关键词 CMOS image sensor charge transfer efficiency high-speed charge transfer pinned photodiode
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Localized Model and Arithmetic System Based on Two Image Sensors Under Complex Circumstance
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作者 何光林 袁本胜 《Journal of Beijing Institute of Technology》 EI CAS 2009年第1期32-36,共5页
Two image sensors simulate directly the way of disposing images with the human's two eyes, so it has important value to apply in many domains, such as object identification, small unmaned aerial vehicle (UAV), work... Two image sensors simulate directly the way of disposing images with the human's two eyes, so it has important value to apply in many domains, such as object identification, small unmaned aerial vehicle (UAV), workpiece localization, robot navigation and so on. The object localization based on two image sensots is studied in this paper. It concentrates on how to apply two charge coupled device (CCD) image sensors to object localization of sphere in complex environments. At first a space model of the two image sensors is set up, then Hough transformation is adopted to get localizated model and arithmetic system. An experiment platform is built in order to prove the correctness and feasibility of that localization algorithm. 展开更多
关键词 two image sensors spherical localization Hough transformation canny operator
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Time-dependent crosstalk effects for image sensors with different isolation structures
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作者 沈磊 刘力桥 +2 位作者 郝好 杜刚 刘晓彦 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第8期640-644,共5页
Photo-generated carriers may diffuse into the adjacent cells to form the electrical crosstalk, which is especially no- ticeable after the pixel cell size has been scaled down. The electrical crosstalk strongly depends... Photo-generated carriers may diffuse into the adjacent cells to form the electrical crosstalk, which is especially no- ticeable after the pixel cell size has been scaled down. The electrical crosstalk strongly depends on the structure and electrical properties of the photosensitive areas. In this work, time-dependent crosstalk effects considering different isola- tion structures are investigated. According to the different depths of photo-diode (PD) and isolation structure, the transport of photo-generated carriers is analyzed with different regions in the pixel cell. The evaluation of crosstalk is influenced by exposure time. Crosstalk can be suppressed by reducing the exposure time. However, the sensitivity and dynamic range of the image sensor need to be considered as well. 展开更多
关键词 image sensor CROSSTALK pixel isolation
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A Framework for Introducing Precision Agriculture Technologies in Egypt
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作者 Mahmoud Abdelnabby Tarek Khalil 《Management Studies》 2023年第3期175-183,共9页
Precision Agriculture(PA)has been used in many countries and serving the agricultural sectors.The use of PA solutions intervened with many agricultural businesses and supported decision making using data analytics.Pre... Precision Agriculture(PA)has been used in many countries and serving the agricultural sectors.The use of PA solutions intervened with many agricultural businesses and supported decision making using data analytics.Precision Agriculture depends on weather,soil,plants,and water information that are essential for farming.Precision Agriculture depends on the use of several technologies such as image sensors,vision machines,drones,robots,machine learning,and artificial intelligence.The use of Precision Agriculture Technologies(PAT)depends on integration between devices,sensors,and systems to ensure the proper implementation of activities.This paper is generated from research on the applicability of PA in in Egypt that ended with a proposed framework for proper implementation of it.The conducted research depended on a survey,focus group discussions,and an online questionnaire that reached 271 respondents from 19 Egyptian governorates.The framework has been developed to enhance the role of an initiative leader to promote PAT through collaboration with other stakeholders in the agricultural sector.The proposed framework can be used by governmental,non-governmental entities,universities and private sector institutions and could be used at countries facing issues with land fragmentation,limited access to information,limited access to agricultural extension services,and increase in agricultural input’s prices. 展开更多
关键词 Precision Agriculture precision agriculture technologies image sensors ROBOTS machine learning Internet of Things
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Advantages of QWIP technology in infrared thermal cameras 被引量:1
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作者 Eric Belhaire Regis Pichon 《应用光学》 CAS CSCD 北大核心 2017年第2期298-303,共6页
Standard GaAs/AlGaAs quantum well infrared photodetectors(QWIP)have been seriously considered as atechnological choice for the 3^(rd) generation of thermal imagers in the long wave infrared band(LWIR)for some time.Alt... Standard GaAs/AlGaAs quantum well infrared photodetectors(QWIP)have been seriously considered as atechnological choice for the 3^(rd) generation of thermal imagers in the long wave infrared band(LWIR)for some time.Alternative technology like MCT(HgCdTe)was the technology choice of the 2^(nd) generation because of its high quantum efficiency.In the paper,measurements on the QWIP technology will be presented and a comparison with alternative technology will be done. 展开更多
关键词 infrared detectors image sensors quantum well infrared photodetectors(QWIP)
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Measurement of Gamma-Rays Using Smartphones 被引量:3
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作者 Sandy Tith Nares Chankow 《Open Journal of Applied Sciences》 2016年第1期31-37,共7页
The CMOS (Complementary Metal Oxide Semiconductor) image sensor of a smartphone has been known for its sensitivity to gamma-rays. In this research, some smartphones were selected and tested for measurement of gamma-ra... The CMOS (Complementary Metal Oxide Semiconductor) image sensor of a smartphone has been known for its sensitivity to gamma-rays. In this research, some smartphones were selected and tested for measurement of gamma-rays emitted from Cesium-137 and Iridium-192 sources. During measurements, the phones were set in video mode while the camera lenses were covered with black adhesive tape to prevent light exposure. Interaction of gamma-rays with the CMOS appeared as flashing bright spots on the image. The bright spots were then counted by using the freely available ImageJ software. Preliminary results indicated that the number of bright spots increased linearly with increase of gamma-ray dose rate. An in-house Android application software was then developed for real-time counting of the bright spots. The application software also allowed users to input a calibration equation so that the phones could simultaneously convert the count rate to display in dose rate. This research demonstrated that, after appropriate calibration, smartphones could be used as gamma-ray measuring devices for radiation safety control involving high activity sources such as in industrial radiography, gamma-ray irradiation facility and medical treatment. 展开更多
关键词 GAMMA-RAY Dose Rate Smartphones Radiation Safety Industrial Radiography CMOS Image sensor Cesium-137 Iridium-192 Android
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A Rhodamine-based fluorescent sensor for chromium ions and its application in bioimaging 被引量:3
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作者 Xue-Mei Li Rui-Rui Zhao +5 位作者 Yan Yang Xue Wei Lv Yu-Ling Wei Rui Tan Jun-Feng Zhang Ying Zhou 《Chinese Chemical Letters》 SCIE CAS CSCD 2017年第6期1258-1261,共4页
A rhodamine-based sensor(1) has been developed for the detection of chromium ions.Cr-(3+)-induced opening of the rhodamine spirocycle in sensor(1) led to the distinct colorimetric and fluorescence responses.Amo... A rhodamine-based sensor(1) has been developed for the detection of chromium ions.Cr-(3+)-induced opening of the rhodamine spirocycle in sensor(1) led to the distinct colorimetric and fluorescence responses.Among all the tested ions,only Cr-(3+) generated a significant fluorescence enhancement of up to13-fold,which indicated the high selectivity of 1.Sensor(1) was successfully applied in the in vivo fluorescence imaging of Cr-(3+) in C.elegans.The results provided solid evidences for the future estimation of Cr-(3+) in environmental applications and tobacco samples. 展开更多
关键词 sensor Chromium Rhodamine Colorimetric Fluorescence In vivo imaging
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A quantum efficiency analytical model for complementary metal–oxide–semiconductor image pixels with a pinned photodiode structure
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作者 曹琛 张冰 +2 位作者 吴龙胜 李娜 王俊峰 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第12期254-262,共9页
A quantum efficiency analytical model for complementary metal–oxide–semiconductor(CMOS) image pixels with a pinned photodiode structure is developed. The proposed model takes account of the non-uniform doping dist... A quantum efficiency analytical model for complementary metal–oxide–semiconductor(CMOS) image pixels with a pinned photodiode structure is developed. The proposed model takes account of the non-uniform doping distribution in the N-type region due to the impurity compensation formed by the actual fabricating process. The characteristics of two boundary PN junctions located in the N-type region for the particular spectral response of a pinned photodiode, are quantitatively analyzed. By solving the minority carrier steady-state diffusion equations and the barrier region photocurrent density equations successively, the analytical relationship between the quantum efficiency and the corresponding parameters such as incident wavelength, N-type width, peak doping concentration, and impurity density gradient of the N-type region is established. The validity of the model is verified by the measurement results with a test chip of 160×160 pixels array,which provides the accurate process with a theoretical guidance for quantum efficiency design in pinned photodiode pixels. 展开更多
关键词 CMOS image sensor quantum efficiency pinned photodiode analytical model
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