Home > Archive > 2019 No. 11

2019 No. 11

Publish Date：2019-11-06
ISSN：0258-7998
CN：11-2305/TN
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Special Column-5G Terminal Key Realization Technology

Design for 5G high isolation four-element MIMO mobile antenna

DOI：10.16157/j.issn.0258-7998.190800

Author：Zhou Kai1，Wang Ruiqiao1，Zhao Zhiheng2

Author Affilications：1.School of Information and Communication Engineering，Harbin Engineering University，Harbin 150001，China； 2.China Academy of Sciences Institute of Optoelectronics，Beijing 100004，China

Abstract：In this paper, the four-unit high-isolation mobile phone antenna is composed of four radiating elements, and the radiating elements are located at four corners of the antenna. The antenna radiating unit is analyzed and tested, and the operating frequency band of the antenna radiating unit is measured from 3.43 GHz to 3.86 GHz, covering the 5G mobile communication test frequency band. The working frequency band of the MIMO antenna is 3.45 GHz～3.64 GHz under the condition that the port return loss is less than -10 dB impedance bandwidth, and the antenna working frequency band is 3.23 GHz～3.96 GHz under the condition that the port return loss is less than -6 dB impedance bandwidth. The newly designed circular slotted structure reduces the coupling of antennas and electronic components, and the antenna has good omnidirectional and radiative characteristics. The MIMO antenna has a radiation efficiency of 65%～73.4% at 3.2 GHz to 4 GHz. The simulated brain radiation SAR(specific absorption rate) parameters are less than 1.6 W/kg, and the antenna has a low impact on the human body.
Key word：
5G mobile communication
MIMO antenna
high isolation
omnidirectional characteristic
radiation efficiency
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Research on cell discovery method based on 5G millimeter wave

DOI：10.16157/j.issn.0258-7998.190683

Author：Xiang Shuang1，2，Liu Xiaodong1，2

Author Affilications：1.Wuhan Research Institution of Posts and Telecommunications，Wuhan 430072，China； 2.Wuhan Hongxu Information Technology Co.，Ltd.，Wuhan 430072，China

Abstract：The 5G millimeter wave(mm-wave) technology provides abundant frequency resources and high throughput, but due to its severe path loss and penetration loss, the millimeter microwave cellular system must adopt high directional beamforming transmission technology when performing cell search and synchronization processes.Based on the improvement of the delay in the directional transmission process, this paper adopts an improved cell discovery algorithm based on the traditional algorithm. The algorithm improves the cell discovery process and reduces the delay by using the background information through the hybrid network architecture of the control plane and the user plane. The experimental results are obtained by MATLAB simulation test: the transmission delay of the improved algorithm is reduced by 40% compared with the traditional algorithm.
Key word：
5G millimeter wave
cell discovery
hybrid network architecture
context information
View(9284)

Artificial Intelligence

The design and application of neural network associative memory system

DOI：10.16157/j.issn.0258-7998.190355

Author：Wan Dikai，Feng Dajun

Author Affilications：National Computer System Engineering Research Institute of China，Beijing 100083，China

Abstract：The storage capacity of neural networks has always been a major flaw. Its storage is mainly reflected in the weight coefficient. Therefore, it is very difficult to train a neural network with a large amount of parameters. This paper intends to design an external associative memory for the neural network, which can effectively serve the neural network. The input is associated with the query and the result of the query is passed to the neural network as an auxiliary input. In addition, this paper designs a vector embedding model of natural language sentences, and assembles the model and associated memory to form an associative storage system with automatic association statement semantic vectors. The performance indicators of this system meet the design requirements.
Key word：
associative memory
seq2seq
neural network
storage
View(7778)

Design of vehicle tracking system based on embedded platform

DOI：10.16157/j.issn.0258-7998.190578

Author：Zhang Lei，Wang Yue

Author Affilications：College of Electronic Information Engineering，Shenyang Aerospace University，Shenyang 110136，China

Abstract：The vehicle tracking system on NVIDIA embedded platform Jetson TX2 is designed .Video data in YUV420 format was collected from the onboard camera and sent to the Tegra Parker hardware HEVC encoder for encoding.The output stream is encapsulated by RTP and sent by UDP broadcast.Gstreamer multimedia framework is used to develop the receiving and decoding program. Finally, the acquired video is tracked and displayed dynamically. The Yolo V2 detection algorithm is used to detect the vehicle to provide tracking objects for the tracking system. Using Meanshift method can track the detected vehicles more accurately,and adding Kalman filtering algorithm can predict the position of the target model in the current frame.The system can realize real-time encoding and transmission of ultra-high definition 4K video with frame rate of 60 f/s. The HEVC hardware encoder encoding rate in this system is three orders of magnitude larger than the PC end x265 encoder, and the PSNR is 6 dB higher than the PC end x265 encoder. It′s more suitable for intelligent transportation.
Key word：
vehicle tracking
Jetson TX2
Gstreamer x265
View(10394)

Application of convolutional neural network in CT image diagnosis of hepatic echinococcosis

DOI：10.16157/j.issn.0258-7998.190651

Author：Liu Zhihua1，Li Fengjun2，Yan Chuanbo2

Author Affilications：1.College of Public Health，Xinjiang Medical University，Urumqi 830011，China； 2.College of Medical Engineering Technology，Xinjiang Medical University，Urumqi 830011，China

Abstract：This paper investigates the application of convolutional neural network(CNN) in CT image diagnosis of hepatic hydatidosis. Two types of CT images of hepatic hydatid disease were selected for normalization, improved median filtering denoising and data enhancement. Based on LeNet-5 model,an improved CNN model CTLeNet is proposed.Regularization strategy is adopted to reduce overfitting problems, dropout layer is added to reduce the number of parameters, and classification experiments are conducted on the images of dichotomous liver hydatid.Meanwhile, feature visualization is realized through deconvolution to explore the potential features of diseases. The results showed that CTLeNet model achieved good results in the classification task, and it was expected to provide auxiliary diagnosis and decision support for liver hydatidosis through deep learning.
Key word：
deep learning
convolutional neural network
hepatic echinococcosis
image classification
computer aided diagnosis
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Microelectronic Technology

Block cipher energy efficient mapping method based on cipher logic array

DOI：10.16157/j.issn.0258-7998.190644

Author：Gao Jiahao，Li Wei，Chen Tao

Author Affilications：PLA Information Engineering University，Zhengzhou 450001，China

Abstract：Block cipher is one of the most widely used cryptosystems, and cipher logic array implements block cipher algorithm in a way that combines flexibility and high performance. Based on the structure of CLA designed by the project team, this paper analyzes the basic characteristics of block ciphers. Based on this, the basic principle and model of energy-efficient mapping of block ciphers on arrays is proposed, which reduces the computational resources and interconnection resources consumed by the mapping. The cryptographic processing is accelerated by cyclic parallel mapping, and the mapping method of the typical block cipher algorithm is discussed. The mapping results are analyzed on CLA chip. The energy efficiency of the AES algorithm is 9.54 Mbps/mW, which is significantly better than other cryptographic processing structures. The results show that the mapping method proposed in this paper has better energy efficiency characteristics in block cipher processing.
Key word：
cipher logical array
block cipher algorithm
mapping
high energy efficiency
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A current-steering digital-to-analog converter design based on dynamic random equilibrium

DOI：10.16157/j.issn.0258-7998.190768

Author：Chen Chengying，Wang Yi

Author Affilications：School of Opto-Electronic and Communication Engineering，Xiamen University of Technology，Xiamen 361024，China

Abstract：In the field of wideband communications and high-speed video transmission, due to the influence of non-ideal factors such as jitter and random noise, the dynamic performance of current-steering digital-to-analog converter(DAC) is greatly limited. To solve this problem, this paper proposes a new method of dynamic random equilibrium for current source selection, whose core idea is based on "data comparison direction and position random equilibrium". It converts error to white noise when maintaining the low switching activity at the same time, so as to improve the output dynamic range. The 14 bit/400 MHz DAC is implemented with SMIC 0.18 μm CMOS technology and the test results show that with 1.8 V power supply and 400 MHz clock frequency, the spurious-free dynamic range(SFDR) is 90.1 dB and power consumption is 86 mW.
Key word：
random noise
current-steering
digital-to-analog converter
dynamic random equilibrium
View(10892)

A pico-ampere CMOS voltage reference applied in Internet-of-things chips

DOI：10.16157/j.issn.0258-7998.190718

Author：Zhou Shuang1，Chen Xinwei2

Author Affilications：1.Department of Internet of Things Technology，Qiandongnan Vocational & Technical College For Nationalities，Kaili 556000，China； 2.Fuzhou Joint Laboratory of Robot Technology Application，Fujian Provincial Key Laboratory of Information Processing and Intelligent Control，Fuzhou 350108，China

Abstract：An ultra-low power consumption voltage reference for Internet-of-things chips is proposed in this paper. Due to the drain-induced barrier lowering(DIBL) effect, gate-induced drain leakage(GIDL) effect and gate-drain capacitance feedthrough effect, the conventional pico-ampere voltage references based on leakage current characteristic can obtain low temperature coefficients. However, the line regulation and power supply rejection ratio(PSRR) are too low to apply in the mixed-signal Internet-of-things chips with high power supply noise. Based on the conventional two-MOSFET voltage reference and a 0.18 μm CMOS process, we proposed a novel self-regulated five-MOSFET voltage reference. Simulation results shows that the mean temperature coefficient is 39.2 ppm/℃ over the temperature range from 0 ℃ to 120 ℃, the line regulation is 33.4 ppm/V over the power supply range from 1.0 V to 2.0 V. With the load capacitance of 3 pF, the performance of PSRR is -92 dB@0.01 Hz and -62 dB@100 Hz. In addition, with the 0.18 μm CMOS process, the current comsumption is only 59 pA@27 ℃, the layout size is only 5 400 μm2.
Key word：
voltage reference
line regulation
PSRR
Internet of Things
View(13242)

Design of a novel 12-bit SAR ADC

DOI：10.16157/j.issn.0258-7998.190702

Author：Sun Fan，Huang Haibo，Lu Jun，Chen Yufeng

Author Affilications：School of Electrical & Information Engineering，Hubei University of Automotive Technology，Shiyan 442002 China

Abstract：A 12-bit 200 kS/s sampling rate successive approximation analog-to-digital converter(SAR ADC) is designed in this paper. Aiming at the large capacitance area and high power consumption of traditional capacitor switching algorithm, a new capacitor switching algorithm is adopted which greatly improves conversion accuracy and reduces power consumption. In addition, the comparator circuit of a fully differential dynamic comparator and a static preamplifier comparator working in a time-sharing manner is utilized to reduce the power consumption further. The circuit is designed and simulated in TSMC 0.18 μm CMOS process. The simulation results show that, at a sampling rate of 200 kS/s, the signal-to-noise ratio(SNDR) is 70.94 dB, the effective number of bit(ENOB) is 11.49 bit, the power consumption is 22 μW, and the figure-of-merit(FOM) is 38.2 fJ/(Conversion·step).
Key word：
SAR ADC
new capacitor switching algorithm
time-sharing comparator
effective number of bit
View(20176)

Integrated new dead-time control system for filter-less class D audio power amplifier

DOI：10.16157/j.issn.0258-7998.190722

Author：Wang Shaoqing

Author Affilications：SI-EN Technology Xiamen Ltd.，Xiamen 361005，China

Abstract：To improve total harmonics distortion plus noise(THD+N) of class D amplifier, a novel and simple dead-time control system with an auxiliary gate voltage detection, sectional control and feedback loop circuits is proposed based on PWM modulate circuit. A filter-less class D audio amplifier that integrated with the novel dead-time control system was implemented in 0.35 μm CMOS process. The measurement result shows that at 3.0~5.5 V power supply, 0 dB gain setting, 8 Ω speaker loading and output 1 W power, the amplifier can keep(THD+N)<0.03%.
Key word：
class D audio power amplifier
THD+N
dead-time control
power MOS gate voltage detection
sectional control
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A design of a fast lock-in phase lock loop

DOI：10.16157/j.issn.0258-7998.190684

Author：Pan Hongze1，Wang Dongxing1，Song Mingxin2

Author Affilications：1.Harbin University of Science and Technology，Harbin 150080，China；2.Hainan University，Haikou 570228，China

Abstract：In this paper, a fast lock-in scheme of PLL is proposed. On the basis of traditional PLL, an auxiliary charging module is added. This module can charge the capacitor of the filter with a large current when there is an obvious difference between the frequency of input reference clock and feedback clock, and quit the fast lock-in mode and cut-off the charging path when the frequency gap becomes small, which greatly shortens the lock-in time. The feasibility and stability of the approach are verified by circuit simulation.
Key word：
phase lock loop
phase-frequency detector
charge pump
filter
voltage controlled oscillator
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Measurement Control Technology and Instruments

Design of multi-source compound nondestructive testing system for ammunition

DOI：10.16157/j.issn.0258-7998.190636

Author：Liu Yaozhou1，Song Xiangjun2，Gao Hongwei3，Li Yan3

Author Affilications：1.Institute of Equipment Technology，Shenyang University of Technology，Shenyang 110159，China； 2.Chinese People′s Liberation Army Unit 32181，Shijiazhuang 050000，China； 3.College of Automation and Electrical Engineering，Shenyang University of Technology，Shenyang 110159，China

Abstract：Aiming at the problem that the internal damage characteristics of ammunition are quite different and it is difficult to use a ray source imaging for nondestructive testing, a dual-focus ray source fusion imaging method and system are proposed. The overall structure of the system and the design scheme of software and hardware are introduced. Synchronization control circuit centralizes the control of two kinds of ray sources and switches the focus. Intelligent control terminal controls the multi-degree-of-freedom mechanical operation platform in an all-round way, and automatic ultrasonic ranging device adjusts the focus accurately. The image acquisition and processing software adopts the self-adaptive image enhancement method based on curved wave transform to enhance and match the conventional focus and micro-focus ray images, and uses the automatic defect image recognition algorithm to realize the intelligent assistant defect recognition. The application results show that the system has a good imaging detection effect on the damage of different parts and sizes inside the ammunition.
Key word：
nondestructive testing
X-ray
multi-ray source integration
automatic defect recognition
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Research on key technologies of high-speed retrospective system for intelligent ammunition

DOI：10.16157/j.issn.0258-7998.190603

Author：Wang Han1，Li Jie1，Lei Wenbin1，Zhang Bo2

Author Affilications：1.Dynamic Testing Technology Jointly-promoted Base of National Key Laboratory， School of Instrument and Electronics，North University of China，Taiyuan 030051，China； 2.Suzhou Fashion Nano Technology Co.，Ltd.，Suzhou 215123，China

Abstract：The live-field test of the shooting range requires a built-in offline acquisition storage device to record the various flight data. During data readback, due to the limited time of the shooting range test, readback device cannot read back the data in time, which leads to the problem that the shooting range test cannot continue. To solve the above problems, a high-speed data readback device is designed. The interface chip uses the FT600. In data transmission, the ping-pong operation saves the buffer space and reduces the pressure of the transmission speed. QT is used to write the host computer to realize data reception and interpretation processing. The readback speed is up to 160 MB/s by verifying without frame loss and wrong frame. It saves the readback time and can complete the readback of all module operating parameters inside the projectile in a limited time.
Key word：
data readback
FPGA
ping-pong operation
USB3.0
View(17050)

Design of a missile data acquisition and storage module

DOI：10.16157/j.issn.0258-7998.190647

Author：Wang Linwei1，Shao Xingling1，Yang Wei1，Jing Cheng2

Author Affilications：1.State Key Laboratory of Electronic Testing Technology，North University of China，Taiyuan 030051，China； 2.Beijing Aerospace Systems Engineering Institute，Beijing 100076，China

Abstract：How to upload the sensor data accurately to the host computer and store it quickly has always been a key technical problem in the manufacturing of acquisition and storage equipment. In order to solve this problem, a data acquisition and storage module based on dual mode power supply, power failure and interleaving dual page programming technology is proposed. Dual mode power supply ensures that even if the lithium battery is cut off, the USB interface can continue to supply power for the storage device, and the data transmission will not lose number due to power failure. The technology of power-off storage renewal ensures the integrity of data collection in the case of power-off. Staggered double-page programming technology ensures high-speed, accurate and real-time data storage. It can be concluded from the experiment that the device power failure will not affect the accuracy of data collection, and the storage speed of this module can reach 30.72 MB/s.
Key word：
rocket-borne
dual mode
USB
power down extended
interleaved dual page programming
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Design of component detection system based on the Rasspberry Pi

DOI：10.16157/j.issn.0258-7998.190875

Author：Xu Yan1，Meng Lingjun1，Wang Zhiguo2

Author Affilications：1.School of Instrument and Electronics，North University of China，Taiyuan 030051，China； 2.Shanghai Aerospace Electronic Technology Institute，Shanghai 201109，China

Abstract：Aiming at the problem of PCB component mounting errors in the process of mounting, a component detection system based on Rasspberry Pi is designed.The system adopts Raspberry Pi as the hardware platform, collects the PCB circuit board image, preprocesses the image,reads the PCB coordinate file, and completes the template library production; and improves the operation efficiency by manually adding the mask. The Hough transform is used to detect the image positioning point to locate the PCB image,and then obtains the correctness and error of PCB components through detection algorithm.In addition, the image surface text is extracted and then recognized by the image segmentation method.During the detection process, if the image of the tested board can match the template image, it indicates that the components exist and the model is correct, and the characters on the surface of the capacitor can be automatically recognized.After many tests, it realizes the automatic detection of electronic components.
Key word：
Rasspberry Pi
PCB components
detection algorithm
image matching
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Communication and Network

Design and analysis of dual-band array antenna based on orbital angular momentum

DOI：10.16157/j.issn.0258-7998.190649

Author：Zhang Lingling

Author Affilications：Information Institute，Zhejiang University of Technology，Hangzhou 310023，China

Abstract：With the rapid prosperous growing of communication technologies, the radio frequency band has become more and more crowded. Based on the idea of orbital angular momentum(OAM), this paper designed a dual-band microstrip array antenna with coaxial feed as the element to enhance the spectrum efficiency and channel capacity, as well as the antenna can generate a vortex electromagnetic wave bearing OAM. The simulation results of HFSS shows that the -10 dB bandwidth of the antenna is 11.37~22.77 GHz and 25.06~31.71 GHz, which can generate OAM beams with multiple modal values, and the OAM beams of each mode have good symmetry and rotatability, simultaneously it can generates OAM vortex electromagnetic waves at the center frequencies of 21 GHz and 27 GHz. The system will have a broad prospect in the application of future mobile communication(6G).
Key word：
dual-band
orbital angular momentum
vortex electromagnetic wave
array antenna
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Decoding performnce of an improved accumulate-repeat-tree codes

DOI：10.16157/j.issn.0258-7998.190428

Author：Geng Ke1，Ning Zhaocheng2，Liu Jun2，Yang Maofan3，Gao Qiang1，Xiong Huagang1

Author Affilications：1.Beihang University，Beijing 100191，China；2.Northeastern University，Shenyang 110819，China； 3.Unit 93303 of PLA，Shenyang 110015，China

Abstract：It is an indispensable standard technology for error correcting codes to defend jam and noise of wireless fading channels in modern communication systems, which has made this technology become very popular all the time. And as a result of that, in this paper, an improved error correcting coding scheme called accumulate repeat tree(ART) codes, which were constructed based on repeat accumulate(RA) codes and concatenated tree(CT) codes, was proposed for enhancing the encoding and decoding performance. The encoding structure and decoding algorithm were studied. The density evolution principle was discussed, and the practicable algorithm of Gaussian approximation for ART codes was presented. An application of ART coded OFDM modulation is discussed in wireless networks. The simulation results show that ART codes have perfect encoding gain and simpleness of both encoding and decoding algorithm. At the same time, they show good performance improvement using belief-propagation(BP) decoding algorithm on different channel condition.
Key word：
turbo-like codes
iterative decoding
density evolution
Gaussian approximation
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Research on access authentication technology of power IoT based on Blockchain

DOI：10.16157/j.issn.0258-7998.190791

Author：Chen Xiaolian1，Hu Xiao1，Shen Chao1，Li Yang2，Gao Xue2，Yu Jia2

Author Affilications：1.Wuxi Power Supply Company，Wuxi 214002，China； 2.NARI Group Corporation(State Grid Electric Power Research Institute)，Nanjing 211106，China

Abstract：With the development of information and communication technology and the implementation of the strategy of "Cloud, Big, Things, Move", the power Internet of Things has provided important support for the transmission, transformation, distribution and power consumption of power grid. However, the centralized access authentication method has brought tremendous pressure on the authentication center, especially the large-scale concurrent access and mobile access, which have a serious impact on the system authentication efficiency. Based on the decentralized and undeniable characteristics of Blockchain technology and the characteristics of power system, a distributed authentication scheme for power Internet of Things is proposed. The scheme realizes a PBFT consensus mechanism by combining Shamir threshold secret sharing mechanism. The legally accessed terminals form an authentication group, initiating distributed authentication for new terminals, and recording through Blockchain distributed account book. Experiments show that the scheme can effectively improve the concurrent access efficiency of power Internet of Things terminals.
Key word：
Blockchain
power Internet of Things
intelligent contract
consensus mechanism
distributed authentication
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Research on authentication protocol for cloud computing service system

DOI：10.16157/j.issn.0258-7998.190910

Author：Dang Yindi，Guo Dianli，Zhang Shan

Author Affilications：National Computer System Engineering Research Institute of China，Beijing 100083，China

Abstract：With the fast-developing domain of 5G wireless communication technologies, the cloud system for computing service ushered in new chances and challenges. Users could login this system to access the required computing services via mobile ubiquity networks at any time any place. The authentication protocol for cloud computing system could realize user′s identity verification and session key generation in the remote services providing process, and resist a range of potential network attacking threat, ensure the secrecy and privacy of personal data. In this work, we propose a new authentication protocol for cloud computing service system based on biological verification technology. In this proposal, servers and users could complete the identity verification process with the transmitted messages, and this mechansim protect the secrecy of the agreeed session key. Subsequently, we present the formal demonstration with BAN-logic for proving the completeness and correctness of our proposal. Compared with the related protocols, the proposed authentication protocol for cloud computing service system achieves better security properties.
Key word：
cloud computing
authentication protocol
privacy
BAN-logic
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Computer Technology and Its Applications

Research on industrial process fault diagnosis based on improved evidence updating

DOI：10.16157/j.issn.0258-7998.190536

Author：Zhu Yuhua，Qu Pingping

Author Affilications：School of Chemical Process Automation，Shenyang University of Technology，Liaoyang 111003，China

Abstract：The causes of failures in industrial production processes are quite complex. The fault characteristics of a fault may be multiple, and multiple faults may exhibit the same fault characteristics. Therefore, the single-factor, single-model fault diagnosis method has been insufficient. This paper proposes an improved evidence-updated dynamic fault diagnosis algorithm, and combines it with the artificial intelligence method to apply to the industrial production process fault diagnosis system. The method determines the identification framework of fault diagnosis by describing the fuzzy neural network, applies the new fuzzy reasoning method to generate diagnostic evidence, and then based on the improved evidence update rule to realize the dynamic update of the diagnostic evidence before and after the acquisition, which will be updated dynamically. As a result, fault decision is made to solve the fault pattern diversity, fault diagnosis dynamics and uncertainty of fault characteristics. The example analysis proves that the method achieves the purpose of improving the diagnosis rate of fault diagnosis.
Key word：
fault characteristics
fault diagnosis
diagnostic evidence
evidence update
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Research on estimation method of lithium-ion battery remaining useful life based on missing observations

DOI：10.16157/j.issn.0258-7998.190584

Author：Wang Qiuting，Qi Wei

Author Affilications：School of Information & Electric Engineering，Zhejiang University City College，Hangzhou 310015，China

Abstract：This paper focuses on the development of a prognostic scheme for estimating the remaining useful life(RUL) of lithium-ion batteries with missing observations. New method includes preprocessing module and prediction module. The preprocessing module introduces extreme learning machine(ELM), and it fills the missing observations based on single point interpolation and multiple interpolation techniques. The prediction module estimates the remaining life based on one-step predictions and multi-steps predictions. An intelligent estimation system for remaining useful life is constructed by combining interpolation technology and advanced prediction algorithm. The new system can process time series data with missing observations. The experimental results show that the new estimation method is suitable for intelligent diagnosis and prediction system related to lithium-ion batteries. Besides, it is also important for electric vehicle industry.
Key word：
RUL
ELM
multiple interpolation technology
multi-steps prediction
missing observation
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Optimal analysis of substation monitoring information point table based on improved neural network

DOI：10.16157/j.issn.0258-7998.190630

Author：Zhang Yu，Zhang Hao，Li Sheng，Wang Guopeng，Cui Huijun

Author Affilications：State Grid Jibei Electric Power Co.，Ltd.，Beijing 100053，China

Abstract：As a key link of big data support of smart grid, substation monitoring information point table has an urgent need for technological means innovation of data extraction, management, integration and application. Therefore, this paper adopts the intelligent algorithm of BP neural network to construct the data fusion model of substation monitoring information point table. With the help of the above model, the feature extraction of substation monitoring information redundant data is completed, and BP neural network algorithm is improved based on matrix analysis to further compress the correlation dimension of substation monitoring information, and finally the optimization of substation monitoring information point table is realized. Through the analysis of simulation results, the method reduces the data processing amount of substation monitoring information and improves the artificial intelligence of substation monitoring information.
Key word：
substation monitoring information point table
BP neural network
information fusion
matrix analysis
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Embedded Technology

Research and implementation of DALI 2.0 smart lighting master-controller

DOI：10.16157/j.issn.0258-7998.190849

Author：Cai Bingli1，Pan Yongxiong1，Hu Minqiang2

Author Affilications：1.School of Physics and Optoelectronic Engineering，Guangdong University of Technology，Guangzhou 510006，China； 2.Mean Well(Guangzhou) Electronics Co.，Ltd.，Guangzhou 510660，China

Abstract：To ensure the compatibility of Digital Addressable Lighting Interface(DALI) system and improve the smart lighting control effect of the system, this paper systematicly studies the interface circuit and protocol of the DALI 2.0 standard. A master-controller with a builtin bus power and interface circuit is designed, and a PC software match by the controller is designed as well. The ability of autonomous of the master-controller is enhanced to make it become the “brain” of the lighting system. An experiment with master-controller, light sensor and LED driver is proposed. The experimental results show that the master-controller automatically processes the event report of the light sensor and controls the illumination brightness, which achieves the effect of intelligent management and reduces lighting energy consumption.
Key word：
DALI 2.0
lighting control
master-controller
bus power supply
View(15744)

Precision signal source design for electroacoustic testing

DOI：10.16157/j.issn.0258-7998.190767

Author：Zhou Jinglei，Yin Xiaodong，Feng Yuan

Author Affilications：School of Electronic Information，Xi′an Polytechnic University，Xi′an 710048，China

Abstract：In order to improve the accuracy of the electro-acoustic test parameters measurement, a precision signal source based on DDS chip was designed for the electroacoustic tester calibration. The signal generator uses direct digital synthesis technology, including the STM32 minimum system, DDS chip system, bandpass filter module and digital potentiometer. The STM32 control filter module is used to filter the harmonic components and noise generated by the DDS module to achieve high-precision sine wave signal generation, so as to improve the measurement accuracy of the electroacoustic tester system. Through the control of the digital potentiometer, the requirements of the electroacoustic tester for different amplitudes of the signal are realized.
Key word：
precision signal source
electroacoustic testing
DDS
bandpass filter
digital potentiometer
View(11178)

Development of multi-source data acquisition board based on STM32

DOI：10.16157/j.issn.0258-7998.190749

Author：Wang Guangjun1，2，Jiang Jianjin1，2，Ma Chengyong1，2

Author Affilications：1.School of Automation，China University of Geosciences(Wuhan)，Wuhan 430074，China； 2.Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex System，Wuhan 430074，China

Abstract：The design is mainly to take STM32F429 as the control core to realize the design, production, debugging and driver software of multi-source data acquisition board(with shell). The board has two independent CAN buses, two independent RS485, four RS232, eight input and eight output configurable GPIO ports and GPS/BD module. Software features include all interface drivers and GPS/BD module location geographic information extraction. Tests have shown that all data channels are in good working condition when working at full load, and each port can synchronously send and receive data at the maximum data update rate according to the agreed baud rate. In addition, each interface module of the board is electrically isolated, and the data transmission is stable and reliable, meeting the requirements of long-term power-on operation of the equipment.
Key word：
STM32
data collection
RS232
CAN bus
GPS/BD
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Design and implementation of the protocol conversion between MEWTOCOL-COM and MODBUS RTU based on FPGA

DOI：10.16157/j.issn.0258-7998.190859

Author：Chen Hu1，Chen Qian2

Author Affilications：1.College of Electronical and Information Engineering，Chengdu Aeronautic Polytechnic，Chengdu 610100，China； 2.College of Electronics and Information Engineering，Sichuan University，Chengdu 610064，China

Abstract：The information is needed to exchange between fieldbus devices in industrial artificial intelligence. However, it is difficult to exchange data and information between equipments for various fieldbus communications protocol. In this paper, the principle and mechanism of MEWTOCOL-COM and MODBUS RTU(Remote Terminal Unit) were discussed. The quick commands, address and data were mapped between the two communications protocol. Moreover, a protocol conversion programme was designed based on FPGA. The platform was built up by hardware and software for exchange experiments between devices based on MEWTOCOL-COM and MODBUS RTU communications protocol. The experiments results showed that communications could be realized between the devices based on MEWTOCOL-COM and MODBUS RTU communications protocol, the transform between two protocol was implemented, and the communication time delay was completed within milliseconds.
Key word：
MEWTOCOL-COM
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Special Column

High Performance Computering

Information Flow and Energy Flow in Industrial Digital Transformation

Special Antenna and Radio Frequency Front End

Radar Target Tracking Technology

Key Technologies of 5G-A and 6G

Key Technologies of 5G and Its Evolution

Key Technologies of 5G and Its Evolution

Processing and Application of Marine Target Characteristic Data

Smart Power

Antenna Technology and Its Applications

5G-Advanced and 6G

Smart Agriculture

5G Vertical Industry Application

Microelectronics in Medical and Healthcare

Key Technologies for 6G

Application of Edge Computing in IIoT

Deep Learning and Image Recognization

6G Microwave Millimeter-wave Technology

Radar Processing Technology and Evaluation

Space-Ground Integrated Technology

Industrial Ethernet Network

5G Vertical Industry Application

FPGA and Artificial Intelligence

Innovation and Application of PKS System

5G Network Construction and Optimization

RF and Microwave

Edge Computing

Network and Business Requirements for 6G

5G and Intelligent Transportation

5G R16 Core Network Evolution Technology

Satellite Nevigation Technology

5G R16 Evolution Technology

5G Wireless Network Evolution Technology

5G Network Planning Technology

5G Indoor Coverage Technology

5G MEC and Its Applications

5G Co-construction and Sharing Technology

Expert Forum

5G and Emergency Communication

5G Slicing Technology and Its Applications

Industrial Internet

5G Terminal Key Realization Technology

5G and Artificial Intelligence

5G and Internet of Vehicles

Terahertz Technology and Its Application

Signal and Information Processing

Artificial Intelligence

5G Communication

Internet of Things and the Industrial Big Data

Electronic Techniques of UAV System

Power Electronic Technology

Medical Electronics

Aerospace Electronic Technology

Robot and Industrial Automation

ADAS Technique and Its Implementation

Heterogeneous Computing

2016 IEEE International Conference on Integrated Circuits and Microsystems

ARINC859 Bus Technology

FC Network Technology

Measurement and Control Technology of Bus Network

GJB288A Bus

Key Techniques of 5G and Algorthm Implement

IEEE-1394 Bus

Signal Conditioning Technology of Sensors

AFDX Network Technology

Discrete Signal Processing

Energy-Efficient Computing

Motor control

2012 Altera Electronic Design Article Contest

WeChat shop

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