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A New Design Method for Variable Digital Filter Based on Field Programmable Gate Array(FPGA) 被引量:2
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作者 胡文静 仇润鹤 李外云 《Journal of Donghua University(English Edition)》 EI CAS 2012年第2期193-196,共4页
In order to obtain variable characteristics,the digital filter's type,number of taps and coefficients should be changed constantly such that the desired frequency-domain characteristics can be obtained.This paper ... In order to obtain variable characteristics,the digital filter's type,number of taps and coefficients should be changed constantly such that the desired frequency-domain characteristics can be obtained.This paper proposes a method for self-programmable variable digital filter(VDF) design based on field programmable gate array(FPGA).We implement a digital filter system by using custom embedded micro-processor,programmable finite impulse response(P-FIR) macro module,coefficient-loader,clock manager and analog/digital(A/D) or digital/analog(D/A) controller and other modules.The self-programmable VDF can provide the best solution for realization of digital filter algorithms,which are the low-pass,high-pass,band-pass and band-stop filter algorithms with variable frequency domain characteristics.The design examples with minimum 1 to maximum 32 taps FIR filter,based on Modelsim post-routed simulation and onboard running on XUPV5-LX110T,are provided to demonstrate the effectiveness of the proposed method. 展开更多
关键词 variable digital filter(VDF) field programmable gate array(fpga) embedded micro-processor(EMP)
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Synthesis of Nonlinear Control of Switching Topologies of Buck-Boost Converter Using Fuzzy Logic on Field Programmable Gate Array (FPGA) 被引量:1
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作者 Johnson A. Asumadu Vaidhyanathan Jagannathan Arkhom Chachavalnanont 《Journal of Intelligent Learning Systems and Applications》 2010年第1期36-42,共7页
An intelligent fuzzy logic inference pipeline for the control of a dc-dc buck-boost converter was designed and built using a semi-custom VLSI chip. The fuzzy linguistics describing the switching topologies of the conv... An intelligent fuzzy logic inference pipeline for the control of a dc-dc buck-boost converter was designed and built using a semi-custom VLSI chip. The fuzzy linguistics describing the switching topologies of the converter was mapped into a look-up table that was synthesized into a set of Boolean equations. A VLSI chip–a field programmable gate array (FPGA) was used to implement the Boolean equations. Features include the size of RAM chip independent of number of rules in the knowledge base, on-chip fuzzification and defuzzification, faster response with speeds over giga fuzzy logic inferences per sec (FLIPS), and an inexpensive VLSI chip. The key application areas are: 1) on-chip integrated controllers;and 2) on-chip co-integration for entire system of sensors, circuits, controllers, and detectors for building complete instrument systems. 展开更多
关键词 Multi-Fuzzy Logic Controller (MFLC) Field programmable gate array (fpga) BUCK-BOOST Converter BOOLEAN Look-Up TABLE CO-INTEGRATION
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Machine learning algorithm partially reconfigured on FPGA for an image edge detection system
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作者 Gracieth Cavalcanti Batista Johnny Oberg +3 位作者 Osamu Saotome Haroldo F.de Campos Velho Elcio Hideiti Shiguemori Ingemar Soderquist 《Journal of Electronic Science and Technology》 EI CAS CSCD 2024年第2期48-68,共21页
Unmanned aerial vehicles(UAVs)have been widely used in military,medical,wireless communications,aerial surveillance,etc.One key topic involving UAVs is pose estimation in autonomous navigation.A standard procedure for... Unmanned aerial vehicles(UAVs)have been widely used in military,medical,wireless communications,aerial surveillance,etc.One key topic involving UAVs is pose estimation in autonomous navigation.A standard procedure for this process is to combine inertial navigation system sensor information with the global navigation satellite system(GNSS)signal.However,some factors can interfere with the GNSS signal,such as ionospheric scintillation,jamming,or spoofing.One alternative method to avoid using the GNSS signal is to apply an image processing approach by matching UAV images with georeferenced images.But a high effort is required for image edge extraction.Here a support vector regression(SVR)model is proposed to reduce this computational load and processing time.The dynamic partial reconfiguration(DPR)of part of the SVR datapath is implemented to accelerate the process,reduce the area,and analyze its granularity by increasing the grain size of the reconfigurable region.Results show that the implementation in hardware is 68 times faster than that in software.This architecture with DPR also facilitates the low power consumption of 4 mW,leading to a reduction of 57%than that without DPR.This is also the lowest power consumption in current machine learning hardware implementations.Besides,the circuitry area is 41 times smaller.SVR with Gaussian kernel shows a success rate of 99.18%and minimum square error of 0.0146 for testing with the planning trajectory.This system is useful for adaptive applications where the user/designer can modify/reconfigure the hardware layout during its application,thus contributing to lower power consumption,smaller hardware area,and shorter execution time. 展开更多
关键词 Dynamic partial reconfiguration(DPR) Field programmable gate array(fpga)implementation Image edge detection Support vector regression(SVR) Unmanned aerial vehicle(UAV) pose estimation
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Fault Prediction and Diagnosis of Warship Equipment Field Programmable Gate Array Software
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作者 LIU Bojiang YAN Ran +2 位作者 CHAI Haiyan HAN Xinyu TANG Longli 《Journal of Donghua University(English Edition)》 EI CAS 2018年第5期426-429,共4页
In order to solve the current high failure rate of warship equipment field programmable gate array( FPGA) software,fault detection is not timely enough and FPGA detection equipment is expensive and so on. After in-dep... In order to solve the current high failure rate of warship equipment field programmable gate array( FPGA) software,fault detection is not timely enough and FPGA detection equipment is expensive and so on. After in-depth research,this paper proposes a warship equipment FPGA software based on Xilinx integrated development environment( ISE) and ModelSim software.Functional simulation and timing simulation to verify the correctness of the logic design of the FPGA,this method is very convenient to view the signal waveform inside the FPGA program to help FPGA test engineers to achieve FPGA fault prediction and diagnosis. This test method has important engineering significance for the upgrading of warship equipment. 展开更多
关键词 Field programmable gate array(fpga) FAULT prediction DIAGNOSIS
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GJB 5000B在FPGA工程中的应用分析
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作者 张鹏 《船舶标准化工程师》 2024年第1期25-28,共4页
为引入软件工程化管理办法对设计开发实践实施管理,结合GJB 5000B体系要求,对现场可编程逻辑门阵列(Field Programmable Gate Array,FPGA)的设计开发流程和GJB 5000B的工程实践要求进行梳理、比对和分析,并提出一套FPGA开发管理在GJB 50... 为引入软件工程化管理办法对设计开发实践实施管理,结合GJB 5000B体系要求,对现场可编程逻辑门阵列(Field Programmable Gate Array,FPGA)的设计开发流程和GJB 5000B的工程实践要求进行梳理、比对和分析,并提出一套FPGA开发管理在GJB 5000B推进实践中的实施办法。研究成果可为GJB 5000B在FPGA工程中的应用提供一定参考。 展开更多
关键词 GJB 5000B 现场可编程逻辑门阵列(Field programmable gate array fpga) 项目管理 软件工程化
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FPGA-Based Efficient Programmable Polyphase FIR Filter 被引量:3
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作者 陈禾 熊承欢 +1 位作者 仲顺安 王华 《Journal of Beijing Institute of Technology》 EI CAS 2005年第1期4-8,共5页
The modelling, design and implementation of a high-speed programmable polyphase finite impulse response (FIR) filter with field programmable gate array (FPGA) technology are described. This FIR filter can run automati... The modelling, design and implementation of a high-speed programmable polyphase finite impulse response (FIR) filter with field programmable gate array (FPGA) technology are described. This FIR filter can run automatically according to the programmable configuration word including symmetry/asymmetry, odd/even taps, from 32 taps up to 256 taps. The filter with 12 bit signal and 12 bit coefficient word-length has been realized on a Xilinx VirtexⅡ-v1500 device and operates at the maximum sampling frequency of (160 MHz.) 展开更多
关键词 finite impulse response (FIR) filter POLYPHASE field programmable gate array (fpga)
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An alternative approach of the programmable arrays and applications
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作者 胡铭曾 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2000年第3期5-9,共5页
There is an increasing interest of using the Programmable arrays for performing different hardware. In this paper we give an alternative approach and the applications of the Programmable Gate Arrays. We show the field... There is an increasing interest of using the Programmable arrays for performing different hardware. In this paper we give an alternative approach and the applications of the Programmable Gate Arrays. We show the field and the domain where they are more adequate and wihch kind of Programmable array is more efficient to apply. The DPGA and the FPGA are both Programmable Gate Array. They have more possibilities then the conventional devices such as 64 bits microprocessor, however a microprocessor coupled with a programmable array has more opportunity and their implementation is increasing. It is impossible to enumerate all possible uses of Programmable Gate Array. However we use the parameters Latency and throughput. Finite State Machine(FSM), control of data path, processor coupled with a programmable array to build up an alternative approach of the devices and their applications. 展开更多
关键词 LATENCY throughtput fpga DPGA programmable gate array FSM
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MIXED-GRAINED CMOS FIELD PROGRAMMABLE ANALOG ARRAY FOR SMART SENSORY APPLICATIONS
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作者 Cheng Xiaoyan Yang Haigang +3 位作者 Yin Tao Wu Qisong Zhi Tian Liu Fei 《Journal of Electronics(China)》 2014年第2期129-142,共14页
The drive towards shorter design cycles for analog integrated circuits has given impetus to the development of Field Programmable Analog Arrays(FPAAs),which are the analogue counterparts of Field Programmable Gate Arr... The drive towards shorter design cycles for analog integrated circuits has given impetus to the development of Field Programmable Analog Arrays(FPAAs),which are the analogue counterparts of Field Programmable Gate Arrays(FPGAs).In this paper,we present a new design methodology which using FPAA as a powerful analog front-end processing platform in the smart sensory microsystem.The proposed FPAA contains 16 homogeneous mixed-grained Configurable Analog Blocks(CABs) which house a variety of processing elements especially the proposed fine-grained Core Configurable Amplifiers(CCAs).The high flexible CABs allow the FPAA operating in both continuous-time and discrete-time approaches suitable to support variety of sensors.To reduce the nonideal parasitic effects and save area,the fat-tree interconnection network is adopted in this FPAA.The functionality of this FPAA is demonstrated through embedding of voltage and capacitive sensor signal readout circuits and a configurable band pass filter.The minimal detectable voltage and capacitor achieves 38 uV and 8.3 aF respectively within 100 Hz sensor bandwidth.The power consumption comparison of CCA in three applications shows that the FPAA has high power efficiency.And the simulation results also show that the FPAA has good tolerance with wide PVT variations. 展开更多
关键词 Field programmable gate array(fpga) Field programmable Analog array(FPAA) Sensor Mixed-grained Configurable Analog Block(CAB) Correlated Double Sampling(CDS)
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一种基于FPGA的IFF信号模拟器实现方法
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作者 周利华 《电声技术》 2023年第4期118-120,共3页
在信息化战争背景下,敌我识别(Identification Friend or Foe,IFF)技术得到快速发展,对敌方IFF系统的有效干扰是保护己方设备安全的重要手段。介绍了一种基于现场可编程逻辑阵列(Filed Programmable Gate Array,FPGA)器件和高速数模转换... 在信息化战争背景下,敌我识别(Identification Friend or Foe,IFF)技术得到快速发展,对敌方IFF系统的有效干扰是保护己方设备安全的重要手段。介绍了一种基于现场可编程逻辑阵列(Filed Programmable Gate Array,FPGA)器件和高速数模转换器(Digital to Analog Converter,DAC)的IFF信号模拟器的实现方法,配合IFF侦察系统可实现对敌方IFF系统进行实时、有效的干扰。 展开更多
关键词 敌我识别(IFF)干扰 现场可编程逻辑阵列(fpga) 数模转换器(DAC) 信号模拟
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基于DSP与FPGA的变流器通用控制平台研究 被引量:14
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作者 郭巍 肖遥 孙永佳 《电气传动》 北大核心 2014年第2期22-26,共5页
提出一种基于DSP和现场可编程门阵列(FPGA)双CPU结构的新型变流器控制系统方案,其中DSP完成变流器控制策略的实现,主要包括:最大功率点跟踪、电压电流双闭环控制、低电压穿越控制、通信功能;FPGA完成三相锁相环控制、AD芯片采样控制、SV... 提出一种基于DSP和现场可编程门阵列(FPGA)双CPU结构的新型变流器控制系统方案,其中DSP完成变流器控制策略的实现,主要包括:最大功率点跟踪、电压电流双闭环控制、低电压穿越控制、通信功能;FPGA完成三相锁相环控制、AD芯片采样控制、SVPWM波形控制、逻辑输出控制以及各类故障信号检测与停机保护功能,并采用了基于WIFI模块的风电故障信息传输系统。以双馈风电变流器为模型,设计了双馈风力发电变流器系统,完成了两电平与三电平SVPWM控制算法的FPGA实现。最后在自主研发的1.5 MW,2 MW双馈式变流器样机与光伏逆变器样机上进行了大量实验和长期的现场试运行,验证了控制系统平台的可行性与实用性。 展开更多
关键词 双PWM变流器 矢量控制 数字信号处理器 现场可编程门阵列 digital signal PROCESSOR (DSP) field programmable gate array (fpga)
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SRAM型FPGA单粒子辐照试验系统技术研究 被引量:5
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作者 孙雷 段哲民 +1 位作者 刘增荣 陈雷 《计算机工程与应用》 CSCD 2014年第1期49-52,共4页
单粒子辐射效应严重制约FPGA的空间应用,为提高FPGA在辐射环境中的可靠性,深入研究抗辐射加固FPGA单粒子效应评估方法,设计优化单粒子效应评估方案,开发相应的评估系统,提出基于SRAM时序修正的码流存储比较技术和基于SelectMAP端口配置... 单粒子辐射效应严重制约FPGA的空间应用,为提高FPGA在辐射环境中的可靠性,深入研究抗辐射加固FPGA单粒子效应评估方法,设计优化单粒子效应评估方案,开发相应的评估系统,提出基于SRAM时序修正的码流存储比较技术和基于SelectMAP端口配置回读技术。借助国内高能量大注量率的辐照试验环境,完成FPGA单粒子翻转(SEU)、单粒子闩锁(SEL)和单粒子功能中断(SEFI)等单粒子效应的检测,试验结果表明,该方法可以科学有效地对SRAM型FPGA抗单粒子辐射性能进行评估。 展开更多
关键词 现场可编程门阵列(fpga) 空间辐射 单粒子效应 回读 静态随机存储器(SRAM) Field programmable gate array(fpga) Static Random Access Memory(SRAM)
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阻塞斩波三相交交变频电源的FPGA控制实现 被引量:1
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作者 朱虹 潘小波 +2 位作者 陈玲 关越 张庆丰 《电力系统保护与控制》 EI CSCD 北大核心 2014年第21期116-123,共8页
变频技术是重要的节能技术,所以针对低频或转速不恒定的节能设备,提出了基于FPGA数字控制的三相交交直接变频电源技术。用VHDL语言对主控芯片FPGA编写程序,其输出的高频SPWM信号经驱动电路后作为电源和负载间开关MOSFET的控制信号。MOS... 变频技术是重要的节能技术,所以针对低频或转速不恒定的节能设备,提出了基于FPGA数字控制的三相交交直接变频电源技术。用VHDL语言对主控芯片FPGA编写程序,其输出的高频SPWM信号经驱动电路后作为电源和负载间开关MOSFET的控制信号。MOSFET周期性地部分阻塞电源不能达到负载来改变输出电压的频率,同时在放行的时区斩波来改变输出电压的幅值。基于Matlab仿真平台,对系统进行了建模和仿真,仿真结果验证了该技术的正确性。最后给出了频率为7.14 Hz和2.63 Hz的实验波形,实验结果证明了该技术的可行性。 展开更多
关键词 交交变频 Field—programmable gate array(fpga) 斩波 恒压频比 面积等效 占空比 Very—High-Speed Integrated Circuit Hardware Description Language(VHDL)
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基于FPGA的I^2C控制器设计 被引量:2
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作者 杨夏 金渝 +1 位作者 付蔚 王平 《自动化与仪表》 2008年第2期20-23,共4页
阐述了I2C的通信原理,介绍了基于FPGA的I2C的硬件接口实现方法。采用Altera公司生产的EP1C2Q240C8为硬件平台,将以Verilog编写的I2C核心模块嵌入到FPGA内部来实现FPGA与具有I2C接口的EEPROM的通信。所设计的I2C模块通过Modelsim6.0进行... 阐述了I2C的通信原理,介绍了基于FPGA的I2C的硬件接口实现方法。采用Altera公司生产的EP1C2Q240C8为硬件平台,将以Verilog编写的I2C核心模块嵌入到FPGA内部来实现FPGA与具有I2C接口的EEPROM的通信。所设计的I2C模块通过Modelsim6.0进行软件仿真,所得结果符合I2C通信标准,下载到FPGA中电路运行稳定。 展开更多
关键词 I^2C 现场可编程逻辑阵列 VERILOG
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基于FPGA的高速电光选通系统设计(英文) 被引量:1
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作者 党君礼 刘百玉 +5 位作者 欧阳娴 白永林 舒雅 熊发田 李晓坤 雷娟 《光子学报》 EI CAS CSCD 北大核心 2009年第5期1091-1095,共5页
介绍了一种获取高速调制电信号的新方法-基于FPGA的高速电光选通系统.此系统分为选通脉冲和高压调控两个模块.选通脉冲模块由高速信号放大、FPGA延时、可控延迟传输线三个部分组成.利用FPGA高密度、高可靠性、可反复擦写和可以现场编程... 介绍了一种获取高速调制电信号的新方法-基于FPGA的高速电光选通系统.此系统分为选通脉冲和高压调控两个模块.选通脉冲模块由高速信号放大、FPGA延时、可控延迟传输线三个部分组成.利用FPGA高密度、高可靠性、可反复擦写和可以现场编程、灵活调制的特点,将整个系统的主要控制部分集成在FPGA中,并将延时分为数字延时和模拟延时两部分.然后利用FPGA实现数字延时,可控延时线实现模拟延时.经试验检测,高压部分可以产生重复频率1 Hz ~1 kHz ,步进1 Hz ,延时范围为0 ~1μs ,步进为1 ns ,幅度为8 000 V,前沿和后沿小于10 ns ,抖动小于1 ns的高压矩形电脉冲,从而满足各种电光调制系统中的需要. 展开更多
关键词 电光调制 激光调Q 现场可编程逻辑阵列(fpga) 电光选通系统
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基于FPGA的连续相位π/4DQPSK调制器和解调器 被引量:1
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作者 柯炜 殷奎喜 《南京师范大学学报(工程技术版)》 CAS 2004年第3期41-44,48,共5页
以FPGA器件为核心设计连续相位π/4DQPSK的调制器和解调器 ,将绝大部分功能模块由大规模FPGA内部资源来实现 ,这样既可以提高通信系统的稳定性和灵活性 ,又便于系统的集成化和小型化 .由于连续相位π/4DQPSK调制独特的相位变化 ,调制器... 以FPGA器件为核心设计连续相位π/4DQPSK的调制器和解调器 ,将绝大部分功能模块由大规模FPGA内部资源来实现 ,这样既可以提高通信系统的稳定性和灵活性 ,又便于系统的集成化和小型化 .由于连续相位π/4DQPSK调制独特的相位变化 ,调制器中采用了双通道设计 ,成功实现了过渡区相位与主要区间相位的交替产生 .解调器中利用计数器控制抽样时刻 ,保证抽取出的信号值处于码元的主要区间 . 展开更多
关键词 连续相位π/4DQPSK fpga(Field programmable gate array) 调制器 解调器
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10 Gbit/s PRBS tester implemented in FPGA 被引量:1
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作者 苗澎 王志功 《Journal of Southeast University(English Edition)》 EI CAS 2007年第4期516-519,共4页
The design of an FPGA( field programmable gate array) based programmable SONET (synchronous optical network) OC-192 10 Gbit/s PRBS (pseudo-random binary sequence) generator and a bit interleaved polarity 8 (BI... The design of an FPGA( field programmable gate array) based programmable SONET (synchronous optical network) OC-192 10 Gbit/s PRBS (pseudo-random binary sequence) generator and a bit interleaved polarity 8 (BIP-8) error detector is presented. Implemented in a parallel feedback configuration, this tester features PRBS generation of sequences with bit lengths of 2^7 - 1,2^10- 1,2^15 - 1,2^23 - land 2^31 - 1 for up to 10 Gbit/s applications with a 10 Gbit/s optical transceiver, via the SFI-4 (OC-192 serdes-framer interface). In the OC-192 frame alignment circuit, a dichotomy search algorithm logic which performs the functions of word alignment and STM-64/OC192 de-frame speeds up the frame sync logic and reduces circuit complexity greatly. The system can be used as a low cost tester to evaluate the performance of OC-192 devices and components, taking the replacement of precious commercial PRBS testers. 展开更多
关键词 bit interleaved polarity 8 BIP-8 synchronous digital hierarchy SDH FRAMER field programmable gate array fpga pseudo-random binary sequence (PRBS)
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Design of IP core for IIC bus controller based on FPGA 被引量:1
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作者 黄晓敏 张志杰 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2015年第1期13-18,共6页
The intellectual property (IP) core for inter-integrated circuit (IIC) bus controller is designed using finite state machine (FSM) based on field programmable gate array (FPGA). Not only the data from AT 24C02... The intellectual property (IP) core for inter-integrated circuit (IIC) bus controller is designed using finite state machine (FSM) based on field programmable gate array (FPGA). Not only the data from AT 24C02C can be read automatically after power on, but also the data from upper computer can be written into AT24C02C immediately under the control of the IIC bus controller. When it is applied to blast wave overpressure test system, the IIC bus controller can read and store working parameters automatically. In a laboratory environment, the IP core simulation is carried out and the result is accurate. In the explosion field test, by analyzing the obtained valid data, it can be concluded that the designed IP core has good reliability. 展开更多
关键词 field programmable gate array fpga IIC bus intellectual property(IP) core test system
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用FPGA实现嵌入式视频图像信号实时采集 被引量:2
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作者 刘超 钱光弟 《实验科学与技术》 2005年第2期12-15,共4页
提出了一种基于FPGA的嵌入式视频图像信号实时采集系统,采用SAA7111A对信号进行A/D变换,并用FPGA与SDRAM实现大容量的双帧缓存。详细说明双口存储器、有限状态机的实现及隔行扫描到逐行扫描的转换、乒乓互锁工作机制等。本系统可用在安... 提出了一种基于FPGA的嵌入式视频图像信号实时采集系统,采用SAA7111A对信号进行A/D变换,并用FPGA与SDRAM实现大容量的双帧缓存。详细说明双口存储器、有限状态机的实现及隔行扫描到逐行扫描的转换、乒乓互锁工作机制等。本系统可用在安全监控、工业图像检测、机器视觉等领域。 展开更多
关键词 现场可编程门序列fpga(Fied programmable gate array) 同步动态随机存取存储器SDRAM(Synchronous Dynamic Random Access Memory) 视频图像采集 双口存储器 SAA7111A
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Design and verification of an FPGA programmable logic element based on Sense-Switch pFLASH
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作者 Zhengzhou CAO Guozhu LIU +2 位作者 Yanfei ZHANG Yueer SHAN Yuting XU 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2024年第4期485-499,共15页
This paper proposes a kind of programmable logic element(PLE)based on Sense-Switch pFLASH technology.By programming Sense-Switch pFLASH,all three-bit look-up table(LUT3)functions,partial four-bit look-up table(LUT4)fu... This paper proposes a kind of programmable logic element(PLE)based on Sense-Switch pFLASH technology.By programming Sense-Switch pFLASH,all three-bit look-up table(LUT3)functions,partial four-bit look-up table(LUT4)functions,latch functions,and d flip flop(DFF)with enable and reset functions can be realized.Because PLE uses a choice of operational logic(COOL)approach for the operation of logic functions,it allows any logic circuit to be implemented at any ratio of combinatorial logic to register.This intrinsic property makes it close to the basic application specific integrated circuit(ASIC)cell in terms of fine granularity,thus allowing ASIC-like cell-based mappers to apply all their optimization potential.By measuring Sense-Switch pFLASH and PLE circuits,the results show that the“on”state driving current of the Sense-Switch pFLASH is about 245.52μA,and that the“off”state leakage current is about 0.1 pA.The programmable function of PLE works normally.The delay of the typical combinatorial logic operation AND3 is 0.69 ns,and the delay of the sequential logic operation DFF is 0.65 ns,both of which meet the requirements of the design technical index. 展开更多
关键词 Field programmable gate array(fpga) programmable logic element(PLE) Boolean logic operation Look-up table Sense-Switch pFLASH Threshold voltage
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FPGA implementation of bit-stream neuron and perceptron based on sigma delta modulation
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作者 梁勇 王志功 +1 位作者 孟桥 郭晓丹 《Journal of Southeast University(English Edition)》 EI CAS 2012年第3期282-286,共5页
To solve the excessive huge scale problem of the traditional multi-bit digital artificial neural network(ANN) hardware implementation methods,a bit-stream ANN hardware implementation method based on sigma delta(Σ... To solve the excessive huge scale problem of the traditional multi-bit digital artificial neural network(ANN) hardware implementation methods,a bit-stream ANN hardware implementation method based on sigma delta(ΣΔ) modulation is presented.The bit-stream adder,multiplier,threshold function unit and fully digital ΣΔ modulator are implemented in a field programmable gate array(FPGA),and these bit-stream arithmetical units are employed to build the bit-stream artificial neuron.The function of the bit-stream artificial neuron is verified through the realization of the logic function and a linear classifier.The bit-stream perceptron based on the bit-stream artificial neuron with the pre-processed structure is proved to have the ability of nonlinear classification.The FPGA resource utilization of the bit-stream artificial neuron shows that the bit-stream ANN hardware implementation method can significantly reduce the demand of the ANN hardware resources. 展开更多
关键词 bit-stream artificial neuron PERCEPTRON sigma delta field programmable gate arrayfpga
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