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Readout electronics for the gamma detector of the HIRFL-CSR external target facility
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作者 Xian-Qin Li Hai-Bo Yang +10 位作者 Xiao-Meng Ma Chao-Jie Zou Tao Liu Xian-Cai Zhou Duo Yan Yang-Zhou Su Shu-Wen Tang Shi-Tao Wang Yu-Hong Yu Zhi-Yu Sun Cheng-Xin Zhao 《Nuclear Science and Techniques》 2025年第2期71-81,共11页
The Cooling Storage Ring of the Heavy Ion Research Facility in Lanzhou(HIRFL-CSR)was constructed to study nuclear physics,atomic physics,interdisciplinary science,and related applications.The External Target Facility(... The Cooling Storage Ring of the Heavy Ion Research Facility in Lanzhou(HIRFL-CSR)was constructed to study nuclear physics,atomic physics,interdisciplinary science,and related applications.The External Target Facility(ETF)is located in the main ring of the HIRFL-CSR.The gamma detector of the ETF is built to measure emitted gamma rays with energies below 5 MeV in the center-of-mass frame and is planned to measure light fragments with energies up to 300 MeV.The readout electronics for the gamma detector were designed and commissioned.The readout electronics consist of thirty-two front-end cards,thirty-two readout control units(RCUs),one common readout unit,one synchronization&clock unit,and one sub-trigger unit.By using the real-time peak-detection algorithm implemented in the RCU,the data volume can be significantly reduced.In addition,trigger logic selection algorithms are implemented to improve the selection of useful events and reduce the data size.The test results show that the integral nonlinearity of the readout electronics is less than 1%,and the energy resolution for measuring the 60 Co source is better than 5.5%.This study discusses the design and performance of the readout electronics. 展开更多
关键词 HIRFL-CSR Gamma detector External target facility readout electronics readout control unit Common readout unit Peak-detection algorithm
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Readout electronics for beam monitor in the External-Target Experiment of CSR
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作者 Jun Liu Chao-Song Gao +9 位作者 Hu-Lin Wang Zhen Wang Xiang-Ming Sun Ran Chen Fei Yan Bi-Hui You Zi-Xuan Song Cheng-Xin Zhao Guang-Ming Huang Feng Liu 《Nuclear Science and Techniques》 2025年第5期113-125,共13页
The Cooling Storage Ring(CSR)external-target experiment(CEE)will be the first large-scale nuclear physics experiment at the Heavy Ion Research Facility in Lanzhou(HIRFL).A beam monitor has been developed to monitor th... The Cooling Storage Ring(CSR)external-target experiment(CEE)will be the first large-scale nuclear physics experiment at the Heavy Ion Research Facility in Lanzhou(HIRFL).A beam monitor has been developed to monitor the beam status and to improve the reconstruction resolution of the primary vertex.Custom-designed pixel charge sensors,named TopmetalCEEv1,are employed in the detector to locate the position of each particle.Readout electronics for the beam monitor were designed,including front-end electronics utilizing the Topmetal-CEEv1 sensors,as well as a readout and control unit that communicates with the DAQ,trigger,and clock systems.A series of tests were performed to validate the functionality and performance of the system,including basic electronic verifications and responses toαparticles and heavy-ion beams.The results show that all designed functions of the readout electronics system work well,and this system could be used for beam monitoring in the CEE experiment. 展开更多
关键词 CEE Beam monitor Topmetal-CEEv1 readout electronics
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Development and Characterization of a Non-Enzymatic Glucose Biosensor Based on a Gold Film EG-FET and an Inverting Amplifier Readout Circuit
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作者 Xintai Dong 《Journal of Electronic Research and Application》 2025年第6期302-312,共11页
The development of low-cost,non-enzymatic glucose biosensors is crucial for advancing accessible diabetes management.This paper presents the experimental testing of an extended-gate field-effect transistor(EG-FET)that... The development of low-cost,non-enzymatic glucose biosensors is crucial for advancing accessible diabetes management.This paper presents the experimental testing of an extended-gate field-effect transistor(EG-FET)that uses a gold film as the sensing structure.The system innovatively employs a custom-designed inverting operational amplifier circuit for precise signal acquisition and an Arduino Nano platform for real-time data processing and visualization,eliminating the need for expensive laboratory equipment.At the core of the design is a depletion-mode MOSFET,whose current-voltage properties were characterized.The function of the sensor was demonstrated by testing its response to phosphate-buffered saline containing glucose at different concentrations.A clear modulation of the drain current in the linear region of the EG-FET was observed,and a preliminary analysis revealed a linear correlation between the output current and glucose concentration,indicating the system’s potential for quantitative detection.This study successfully validates the feasibility of a compact,cost-effective,and non-enzymatic EG-FET biosensing platform,establishing a solid foundation for future development of point-of-care diagnostic devices. 展开更多
关键词 EG-FET Glucose detection Non-enzymatic biosensor readout circuit
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Design of a silicon charge detector readout system for beam test
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作者 Xuan Liu Dong-Yu Wang +6 位作者 Wen-Xi Peng Rui Qiao Meng-Long Wu Ming Huang Ya-Qing Liu Dong-Ya Guo Ke Gong 《Nuclear Science and Techniques》 2025年第7期53-63,共11页
The high-energy cosmic radiation detector(HERD)is a planned experimental instrument at the Chinese Space Station.The silicon charge detector(SCD),a subdetector in HERD,is used to detect cosmic-ray nuclei with a high c... The high-energy cosmic radiation detector(HERD)is a planned experimental instrument at the Chinese Space Station.The silicon charge detector(SCD),a subdetector in HERD,is used to detect cosmic-ray nuclei with a high charge resolution.In this study,we present a compact readout electronic system for the SCD that is designed for the HERD heavy-ion beam test.It comprises front-end readout electronics with 200 input channels as well as data acquisition and data management electronics.The test results showed that the SCD readout system had low noise with a silicon-strip detector connected.The dynamic range could be extended from 200 to 1200 fC,and the cosmic-ray test was performed as expected. 展开更多
关键词 HERD Silicon charge detector readout electronics
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A Fully Integrated CMOS Readout Circuit for Particle Detectors 被引量:2
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作者 张雅聪 陈中建 +2 位作者 鲁文高 赵宝瑛 吉利久 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2007年第2期182-188,共7页
Novel schemes for a charge sensitive amplifier (CSA) and a CR-(RC), semi-Gaussian shaper in a fully integrated CMOS readout circuit for particle detectors are presented. The CSA is designed with poly-resistors as ... Novel schemes for a charge sensitive amplifier (CSA) and a CR-(RC), semi-Gaussian shaper in a fully integrated CMOS readout circuit for particle detectors are presented. The CSA is designed with poly-resistors as feedback components to reduce noise. Compared with conventional CSA, the input referred equivalent noise charge(ENC) is simulated to be reduced from 5036e to 2381e with a large detector capacitance of 150pF at the cost of 0.5V output swing loss. The CR-(RC),semi-Gaussian shaper uses MOS transistors in the triode region in series with poly-resistors to compensate process variation without much linearity reduction. 展开更多
关键词 charge sensitive amplifier SHAPER readout circuit noise optimization
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Design and implementation of GM- APD array readout circuit for infrared imaging
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作者 吴金 袁德军 +3 位作者 王灿 陈浩 郑丽霞 孙伟锋 《Journal of Southeast University(English Edition)》 EI CAS 2016年第1期11-15,共5页
Based on an avalanche photodiode( APD) detecting array working in Geiger mode( GM-APD), a high-performance infrared sensor readout integrated circuit( ROIC) used for infrared 3D( three-dimensional) imaging is ... Based on an avalanche photodiode( APD) detecting array working in Geiger mode( GM-APD), a high-performance infrared sensor readout integrated circuit( ROIC) used for infrared 3D( three-dimensional) imaging is proposed. The system mainly consists of three functional modules, including active quenching circuit( AQC), time-to-digital converter( TDC) circuit and other timing controller circuit. Each AQC and TDC circuit together constitutes the pixel circuit. Under the cooperation with other modules, the current signal generated by the GM-APD sensor is detected by the AQC, and the photon time-of-flight( TOF) is measured and converted to a digital signal output to achieve a better noise suppression and a higher detection sensitivity by the TDC. The ROIC circuit is fabricated by the CSMC 0. 5 μm standard CMOS technology. The array size is 8 × 8, and the center distance of two adjacent cells is 100μm. The measurement results of the chip showthat the performance of the circuit is good, and the chip can achieve 1 ns time resolution with a 250 MHz reference clock, and the circuit can be used in the array structure of the infrared detection system or focal plane array( FPA). 展开更多
关键词 infrared 3D(three-dimensional) imaging readout integrated circuit(ROIC) Geiger mode avalanche photodiode active quenching circuit(AQC) time-to-digital converter(TDC)
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Advances in nuclear detection and readout techniques 被引量:29
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作者 Rui He Xiao‑Yang Niu +48 位作者 Yi Wang Hong‑Wei Liang Hong‑Bang Liu Ye Tian Hong‑Lin Zhang Chao‑Jie Zou Zhi‑Yi Liu Yun‑Long Zhang Hai‑Bo Yang Ju Huang Hong‑Kai Wang Wei‑Jia Han Bei Cao Gang Chen Cong Dai Li‑Min Duan Rui‑Rui Fan Fang‑Fa Fu Jian‑Hua Guo Dong Han Wei Jiang Xian‑Qin Li Xin Li Zhuo‑Dai Li Yu‑Tie Liang Shun Liao De‑Xu Lin Cheng‑Ming Liu Guo‑Rui Liu Jun‑Tao Liu Ze Long Meng‑Chen Niu Hao Qiu Hu Ran Xiang‑Ming Sun Bo‑Tan Wang Jia Wang Jin‑Xiang Wang Qi‑Lin Wang Yong‑Sheng Wang Xiao‑Chuan Xia Hao‑Qing Xie He‑Run Yang Hong Yin Hong Yuan Chun‑Hui Zhang Rui‑Guang Zhao Ran Zheng Cheng‑Xin Zhao 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第12期281-358,共78页
“A Craftsman Must Sharpen His Tools to Do His Job,”said Confucius.Nuclear detection and readout techniques are the foundation of particle physics,nuclear physics,and particle astrophysics to reveal the nature of the... “A Craftsman Must Sharpen His Tools to Do His Job,”said Confucius.Nuclear detection and readout techniques are the foundation of particle physics,nuclear physics,and particle astrophysics to reveal the nature of the universe.Also,they are being increasingly used in other disciplines like nuclear power generation,life sciences,environmental sciences,medical sciences,etc.The article reviews the short history,recent development,and trend of nuclear detection and readout techniques,covering Semiconductor Detector,Gaseous Detector,Scintillation Detector,Cherenkov Detector,Transition Radiation Detector,and Readout Techniques.By explaining the principle and using examples,we hope to help the interested reader underst and this research field and bring exciting information to the community. 展开更多
关键词 Silicon detector Wide bandgap detector Time projection chamber(TPC) Multigap resistive plate chamber detector(MRPC) Scintillation detector CALORIMETERS Cherenkov detector Transition radiation detector Artificial intelligence Trigger-less readout
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Readout electronics for a high-resolution soft X-ray spectrometer based on silicon drift detector 被引量:3
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作者 Er-Lei Chen Chang-Qing Feng +4 位作者 Shu-Bin Liu Chun-Feng Ye Dong-Dong Jin Jian Lian Hui-Jun Hu 《Nuclear Science and Techniques》 SCIE CAS CSCD 2017年第1期94-99,共6页
The readout electronics for a prototype soft X-ray spectrometer based on silicon drift detector(SDD),for precisely measuring the energy and arrival time of X-ray photons is presented in this paper.The system mainly co... The readout electronics for a prototype soft X-ray spectrometer based on silicon drift detector(SDD),for precisely measuring the energy and arrival time of X-ray photons is presented in this paper.The system mainly consists of two parts,i.e.,an analog electronics section(including a pre-amplifier,a signal shaper and filter,a constant fraction timing circuit,and a peak hold circuit)and a digital electronics section(including an ADC and a TDC).Test results with X-ray sources show that an energy dynamic range of 1-10 keV with an integral nonlinearity of less than 0.1%can be achieved,and the energy resolution is better than 160 eV @ 5.9 keV FWHM.Using a waveform generator,test results also indicate that time resolution of the electronics system is about 3.7 ns,which is much less than the transit time spread of SDD(<100 ns)and satisfies the requirements of future applications. 展开更多
关键词 Energy and time measurement SOFT X-ray detection Silicon DRIFT DETECTOR readout ELECTRONICS
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Readout electronics of a prototype time-of-flight ion composition analyzer for space plasma 被引量:3
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作者 Di Yang Zhe Cao +4 位作者 Xin-Jun Hao Yi-Ren Li Shu-Bin Liu Chang-Qing Feng Qi An 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第4期98-107,共10页
Readout electronics is developed for a prototype time-of-flight(TOF) ion composition spectrometer for in situ measurement of the mass/charge distributions of major ion species from 200 to 100 ke V/e in space plasma.By... Readout electronics is developed for a prototype time-of-flight(TOF) ion composition spectrometer for in situ measurement of the mass/charge distributions of major ion species from 200 to 100 ke V/e in space plasma.By utilizing a constant fraction discriminator(CFD) and time-to-digital converter(TDC), challenging dynamic range measurements were performed with high time resolution and event rates. CFD was employed to discriminate the TOF signals from the micro-channel plate and channel electron multipliers. TDC based on the combination of counter and OR-gate delay chain was designed in a highreliability flash field programmable gate array. Owing to the non-uniformity of the delay chain, a correction algorithm based on integral nonlinearity compensation was implemented to reduce the time uncertainty. The test results showed that the electronics achieved a low timingerror of < 200 ps in the input range from 35 to 500 m V for the CFD, and a time resolution of ~550 ps with time uncertainty < 180 ps after correction and a time range of6.4 ls for the TDC. The TOF spectrum from an electron beam experiment of the impacting N_2 gas further indicated the good performance of this readout electronic. 展开更多
关键词 Space plasma Ion composition ANALYZER readout electronics Constant FRACTION DISCRIMINATOR Time-to-digital converter
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Performance of the CAT-TPC based on two-dimensional readout strips 被引量:6
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作者 Li-Sheng Yang Jin-Yan Xu +12 位作者 Qi-Te Li Bin-Fei Ji Zi-Wei Cai Jia-Xing Han Shi-Wei Bai Yan-Lin Ye Xiao-Fei Yang Chen-Gui Lu Ning-Tao Zhang Xiao-Dong Tang Jian Gao Hong-Yi Wu Zhong Liu 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2021年第8期78-84,共7页
A gas detector 140×140×140 mm^(3)in size,termed the compact active target time projection chamber(CAT-TPC),was developed in this study to measure resonant scattering associated with cluster structures in uns... A gas detector 140×140×140 mm^(3)in size,termed the compact active target time projection chamber(CAT-TPC),was developed in this study to measure resonant scattering associated with cluster structures in unstable nuclei.The CAT-TPC consists of an electronic field cage,double-thick gas-electron-multiplier foils,a general-purpose digital data acquisition system,and a newly developed two-dimensional strip-readout structure.The CAT-TPC was operated using a^(4)He(96%)+CO_(2)(4%)gas mixture at 400 mbar.The working gas also serves as an active target for tracking charged particles.The overall performance of the CAT-TPC was evaluated using a collimated a-particle source.A time resolution of less than 20 ns and a position resolution of less than 0.2 mm were observed along the electron drift direction.Threedimensional images of incident trajectories and scattering events can be clearly reconstructed under an angular resolution of approximately 0.45 degree. 展开更多
关键词 AT-TPC readout strips Guard ring Three-dimensional image
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Geant4对强子量能器dual-readout方法的模拟研究
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作者 刘吉 邵明 李澄 《中国科学技术大学学报》 CAS CSCD 北大核心 2010年第3期231-234,253,共5页
基于Geant4对强子量能器的dual-readout方法进行了系统的模拟研究.对模拟得到的结果采用两种方法进行了能量修正,分析其是否可实现提高强子分辨率的目标,为今后该方法的应用实现提供理论依据.
关键词 强子量能器 GEANT4 dual-readout 能量分辨率 模拟
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Design of a high-dynamic-range prototype readout system for VLAST calorimeter 被引量:3
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作者 Qiang Wan Jian-Hua Guo +10 位作者 Xing Xu Shen Wang Yong-Qiang Zhang Yi-Ming Hu Yan Zhang Xu Pan Xiang Li Chuan Yue Wei Jiang Yu-Xin Cui Deng-Yi Chen 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第10期47-59,共13页
In the future, the Very Large Area gamma-ray Space Telescope is expected to observe high-energy electrons and gamma rays in the MeV to TeV range with unprecedented acceptance. As part of the detector suite, a high-ene... In the future, the Very Large Area gamma-ray Space Telescope is expected to observe high-energy electrons and gamma rays in the MeV to TeV range with unprecedented acceptance. As part of the detector suite, a high-energy imaging calorimeter(HEIC) is currently being developed as a homogeneous calorimeter that utilizes long bismuth germanate(BGO) scintillation crystals as both absorbers and detectors. To accurately measure the energy deposition in the BGO bar of HEIC, a highdynamic-range readout method using a silicon photomultiplier(SiPM) and multiphotodiode(PD) with different active areas has been proposed. A prototype readout system that adopts multichannel charge measurement ASICs was also developed to read out the combined system of SiPMs and PDs. Preliminary tests confirmed the feasibility of the readout scheme, which is expected to have a dynamic range close to 10~6. 展开更多
关键词 VLAST CALORIMETER readout system Front-end electronics Large dynamic range
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Design and evaluation of prototype readout electronics for nuclide detector in Very Large Area Space Telescope 被引量:3
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作者 Hai-Bo Yang Xian-Qin Li +10 位作者 Yu-Hong Yu Yong Chen Jie Kong Yong-Jie Zhang Shu-Wen Tang Jian-Hua Guo Bing Yang Feng-Jiao Su Wen-Jian Sun Jin-Xiang Wang Cheng-Xin Zhao 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第5期154-166,共13页
China plans to develop the next generation dark matter particle explorer satellite,referred to as the Very Large Area Space Telescope(VLAST).As an essential step in this process,the prototype design of detectors and e... China plans to develop the next generation dark matter particle explorer satellite,referred to as the Very Large Area Space Telescope(VLAST).As an essential step in this process,the prototype design of detectors and electronics for the VLAST is currently underway.The nuclide detector is a core detector in the VLAST.It mainly measures nuclides’charges and distinguishes high-energy gamma rays and electrons.This paper will discuss the prototype readout electronics for the VLAST’s nuclide detector,which accurately measures the charge signal of the photomultiplier tubes using the VATA160 applicationspecific integrated circuit chip;furthermore,we consider a series of critical problems,including radiation-hardening and environment monitoring.The test results show that the system exhibits stable operation,good performance,and good technical indicators.Furthermore,each electronic channel achieves a dynamic range of 0-12.5 pC,the random noise level exceeds 1.6 fC,and the integral nonlinearity exceeds 0.35%. 展开更多
关键词 Dark matter VLAST Nuclidedetector Prototype readout electronics VATA160 Large dynamic range Irradiationtest Performance test
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Design of Diode Type Un-Cooled Infrared Focal Plane Array Readout Circuit 被引量:3
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作者 Li-Nan Li Chuan-Qi Wue 《Journal of Electronic Science and Technology》 CAS 2012年第4期309-313,共5页
The diode infrared focal plane array uses the silicon diodes as a sensitive device for infrared signal measurement. By the infrared radiation, the infrared focal plane can produces small voltage signals. For the tradi... The diode infrared focal plane array uses the silicon diodes as a sensitive device for infrared signal measurement. By the infrared radiation, the infrared focal plane can produces small voltage signals. For the traditional readout circuit structures are designed to process current signals, they cannot be applied to it. In this paper, a new readout circuit for the diode un-cooled infrared focal plane array is developed. The principle of detector array signal readout and small signal amplification is given in detail. The readout circuit is designed and simulated by using the Central Semiconductor Manufacturing Corporation (CSMC) 0.5 μm complementary metal-oxide-semiconductor transistor (CMOS) technology library. Cadence Spectre simulation results show that the scheme can be applied to the CMOS readout integrated circuit (ROIC) with a larger array, such as 320×240 size array. 展开更多
关键词 Capacitor trans-impedance amplifier detector array signal diode un-cooled infrared focalplane arrays readout circuit small signal amplification.
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Edims: an event-driven internal memory synchronized readout prototype ASIC chip developed for HFRS-TPC 被引量:2
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作者 Ming‑Yu Yang Yi Qian +5 位作者 Tian‑Lei Pu Wei‑Jian Lu Zhi‑Kun Sun Hong‑Yun Zhao Jia‑Rui Zhang Zheng‑Qiang Liu 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第12期177-189,共13页
HFRS(HIAF FRagment Separator) will be the radioactive secondary beam separation line on High-Intensity heavy-ion Accelerator Facility(HIAF) in China. Several TPC detectors, with high count rates, are planned for parti... HFRS(HIAF FRagment Separator) will be the radioactive secondary beam separation line on High-Intensity heavy-ion Accelerator Facility(HIAF) in China. Several TPC detectors, with high count rates, are planned for particle identification and beam monitoring at HFRS. This paper presents an event-driven internal memory and synchronous readout(EDIMS)prototype ASIC chip. The aim is to provide HFRS-TPC with high-precision time and charge measurements with high count rates and a large dynamic range. The first prototype EDIMS chip integrated 16 channels and is fabricated using a 0.18-μm CMOS process. Each channel consists of a charge-sensitive amplifier, fast shaper, slow shaper, peak detect-and-hold circuit, discriminator with time-walk compensation, analog memory, and FIFO. The token ring is used for clock-synchronous readout. The chip is taped and tested. 展开更多
关键词 GEM-TPC HFRS readout ASIC Self-trigger TIMESTAMP TWC PDH SCA Token ring
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Prototype of the readout electronics for the RICH PID detector in the STCF 被引量:2
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作者 Bao-Lin Hou Lei Zhao +5 位作者 Jia-Jun Qin Ye-Qun Qi Jia-Ming Li Zi-Yu Yang Shu-Bin Liu Qi An 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第6期148-160,共13页
The ring imaging Cherenkov(RICH) detector for particle identification(PID) is being evaluated for the future super tau-charm facility(STCF) complex. In this work, the prototype readout electronics for the RICH PID det... The ring imaging Cherenkov(RICH) detector for particle identification(PID) is being evaluated for the future super tau-charm facility(STCF) complex. In this work, the prototype readout electronics for the RICH PID detector is designed. The prototype RICH PID detector is based on a thick gas electron multiplier combined with a micromegas detector for Cherenkov light detection. Considering that there will be a large number(~ 690,000) of detector channels in future RICH detector, the readout electronics faces many challenges to precisely measuring time and charge information, such as reducing the noise,increasing density, and improving precision. The requirements of the readout electronics are explored, the downselection of the ASICs is made and thus a prototype readout electronics is designed and implemented. Tests are also conducted to evaluate the performance of the prototype readout electronics, and the results indicate that the time resolution is better than ~ 1 ns(RMS) when the input charge is greater than ~ 12 fC based on the APV25chip, while the time resolution is better than ~ 1 ns(RMS) at an input charge of over ~ 48 fC based on the AGET and STCF ASIC chips, and the equivalent noise charge is better than ~ 0.5 fC(RMS) @ 20 pF based on the three ASICs. The test results indicate that the prototype readout electronics design meets the requirement of the future RICH PID detector and thus provides a reference for future engineering. 展开更多
关键词 readout electronics Time measurement Charge measurement RICH PID detector STCF
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FPGA Optimized Accelerator of DCNN with Fast Data Readout and Multiplier Sharing Strategy 被引量:2
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作者 Tuo Ma Zhiwei Li +3 位作者 Qingjiang Li Haijun Liu Zhongjin Zhao Yinan Wang 《Computers, Materials & Continua》 SCIE EI 2023年第12期3237-3263,共27页
With the continuous development of deep learning,Deep Convolutional Neural Network(DCNN)has attracted wide attention in the industry due to its high accuracy in image classification.Compared with other DCNN hard-ware ... With the continuous development of deep learning,Deep Convolutional Neural Network(DCNN)has attracted wide attention in the industry due to its high accuracy in image classification.Compared with other DCNN hard-ware deployment platforms,Field Programmable Gate Array(FPGA)has the advantages of being programmable,low power consumption,parallelism,and low cost.However,the enormous amount of calculation of DCNN and the limited logic capacity of FPGA restrict the energy efficiency of the DCNN accelerator.The traditional sequential sliding window method can improve the throughput of the DCNN accelerator by data multiplexing,but this method’s data multiplexing rate is low because it repeatedly reads the data between rows.This paper proposes a fast data readout strategy via the circular sliding window data reading method,it can improve the multiplexing rate of data between rows by optimizing the memory access order of input data.In addition,the multiplication bit width of the DCNN accelerator is much smaller than that of the Digital Signal Processing(DSP)on the FPGA,which means that there will be a waste of resources if a multiplication uses a single DSP.A multiplier sharing strategy is proposed,the multiplier of the accelerator is customized so that a single DSP block can complete multiple groups of 4,6,and 8-bit signed multiplication in parallel.Finally,based on two strategies of appeal,an FPGA optimized accelerator is proposed.The accelerator is customized by Verilog language and deployed on Xilinx VCU118.When the accelerator recognizes the CIRFAR-10 dataset,its energy efficiency is 39.98 GOPS/W,which provides 1.73×speedup energy efficiency over previous DCNN FPGA accelerators.When the accelerator recognizes the IMAGENET dataset,its energy efficiency is 41.12 GOPS/W,which shows 1.28×−3.14×energy efficiency compared with others. 展开更多
关键词 FPGA ACCELERATOR DCNN fast data readout strategy multiplier sharing strategy network quantization energy efficient
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Design of ultra-low-power readout circuit for 1 024×1 024 UV AlGaN focal plane arrays 被引量:2
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作者 Xie Jing Li Xiaojuan +1 位作者 Zhang Yan Li Xiangyang 《红外与激光工程》 EI CSCD 北大核心 2020年第5期163-169,共7页
A novel ultra-low-power readout integrated circuit(ROIC) for 1 024×1 024 ultraviolet(UV) AlGaN focal plane arrays(FPA) with 18 μm-pitch was presented. In order to optimize power consumption for UVFPA readout cir... A novel ultra-low-power readout integrated circuit(ROIC) for 1 024×1 024 ultraviolet(UV) AlGaN focal plane arrays(FPA) with 18 μm-pitch was presented. In order to optimize power consumption for UVFPA readout circuit these methods were adopted, which including single-terminal amplifier under subthreshold region as CTIA amplifier, common current source load for source follow(SF) buffer in column pixels and level shift circuits, and time-sharing tail current source for column buffer. The smallest operational current of CTIA in pixel unit is only 8.5 nA with 3.3 V power supply by using single-terminal amplifier. The ROIC has been fabricated in SMIC 0.18 μm 1P6M mixed signal process and also achieved better performances with the novel design of bias current adjustable. Furthermore, the overall power consumption of the chip is 67.3 mW at 2 MHz in 8-outputs mode by the above methods according to the experimental results. 展开更多
关键词 readout integrated circuit(ROIC) ultraviolet focal plane arrays(UVFPA) ultra-low-power CTIA
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Diffusion tensor imaging of spinal microstructure in healthy adults: improved resolution with the readout segmentation of long variable echo-trains 被引量:1
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作者 Bu-tian Zhang Meng Li +3 位作者 Li-li Yu Yi-meng Dai Shao-nan Yu Jin-lan Jiang 《Neural Regeneration Research》 SCIE CAS CSCD 2017年第12期2067-2070,共4页
Diffusion tensor imaging plays an important role in the accurate diagnosis and prognosis of spinal cord diseases. However, because of technical limitations, the imaging sequences used in this technique cannot reveal t... Diffusion tensor imaging plays an important role in the accurate diagnosis and prognosis of spinal cord diseases. However, because of technical limitations, the imaging sequences used in this technique cannot reveal the fine structure of the spinal cord with precision. We used the readout segmentation of long variable echo-trains(RESOLVE) sequence in this cross-sectional study of 45 healthy volunteers aged 20 to 63 years. We found that the RESOLVE sequence significantly increased the resolution of the diffusion images and improved the median signal-to-noise ratio of the middle(C4–6) and lower(C7–T1) cervical segments to the level of the upper cervical segment. In addition, the values of fractional anisotropy and radial diffusivity were significantly higher in white matter than in gray matter. Our study verified that the RESOLVE sequence could improve resolution of diffusion tensor imaging in clinical applications and provide accurate baseline data for the diagnosis and treatment of cervical spinal cord diseases. 展开更多
关键词 nerve regeneration diffusion tensor imaging cervical spinal cord MICROSTRUCTURE gray matter white matter readout segmentationof long variable echo-train sequence signal-to-noise ratio fractional anisotropy neural regeneration
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A 5.12-GHz LC-based phase-locked loop for silicon pixel readouts of high-energy physics 被引量:1
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作者 Xiao-Ting Li Wei Wei +3 位作者 Ying Zhang Xiong-Bo Yan Xiao-Shan Jiang Ping Yang 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第7期49-59,共11页
There is an urgent need for high-quality and high-frequency clock generators for high-energy physics experiments.The transmission data rate exceeds 10 Gbps for a single channel in future readout electronics of silicon... There is an urgent need for high-quality and high-frequency clock generators for high-energy physics experiments.The transmission data rate exceeds 10 Gbps for a single channel in future readout electronics of silicon pixel detectors.Others,such as time measurement detectors,require a high time resolution based on the time-to-digital readout architecture.A phase-locked loop(PLL)is an essential and broadly used circuit in these applications.This study presents an application-specific integrated circuit of a low-jitter,low-power LC-tank that is PLL fabricated using 55-nm CMOS technology.It includes a 3rd-order frequency synthesis loop with a programmable bandwidth,a divide-by-2 pre-scaler,standard low-voltage differential signaling interfaces,and a current mode logic(CML)driver for clock transmissions.All the d-flip-flop dividers and phase-frequency detectors are protected from single-event upsets using the triple modular redundancy technique.The proposed VCO uses low-pass filters to suppress the noise from bias circuits.The tested LC-PLL covers a frequency locking range between 4.74 GHz and 5.92 GHz with two sub-bands.The jitter measurements of the frequency-halved clock(2.56 GHz)are less than 460 fs and 0.8 ps for the random and deterministic jitters,respectively,and a total of 7.5 ps peak-to-peak with a bit error rate of 10^(-12).The random and total jitter values for frequencies of 426 MHz and 20 MHz are less than 1.8 ps and 65 ps,respectively.The LC-PLL consumed 27 mW for the core and 73.8 mW in total.The measured results nearly coincided with the simulations and validated the analyses and tests. 展开更多
关键词 LC phase-locked loop Analog electronic circuits Front-end electronics for detector readout High-energy physics experiments
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