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Journal of Jilin University (Information Science Edition)
ISSN 1671-5896
CN 22-1344/TN
主 任:田宏志
编 辑:张 洁 刘冬亮 刘俏亮
    赵浩宇
电 话:0431-5152552
E-mail:nhxb@jlu.edu.cn
地 址:长春市东南湖大路5377号
    (130012)
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WeChat: JLDXXBXXB
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Table of Content
23 May 2015, Volume 33 Issue 3
Improvement of Algorithm for TCP Westwood
YANG Xiaoping, WANG Rui, DI Te, NIU Chao
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  223-229. 
Abstract ( 572 )   PDF (2577KB) ( 813 )  

Because Westwood algorithm can not distinguish wireless random packet loss and network congestion packet loss, we propose an improved algorithm Westwood-c, add the packet loss distinguish mechanism and improve the additive increase mechanism on the basis of the original algorithm, The paper sets congestion window Pcwnd by comparing the backlog beta message number N and setting value β of threshold making the network throughput maintain a high level, improving the network resource utilization.In NS-2 (Network Simulatorversion-2) simulation environment, comparing with the throughput of Westwood-c algorithm and Westwood algorithm under different scenarios. The results show that the Westwood-c algorithm throughput has increased significantly.

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Cognitive Radar Waveform Design Based on Sinr Maximum Energy Distribution
JU Moran, LI Xinbo, SHI Yaowu
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  230-234. 
Abstract ( 421 )   PDF (962KB) ( 1010 )  

The optimal waveform design based on SINR(Signal to Interference plus Noise Ratio) needs to search for the Lagrange multiplier which leads to a large amount of computation. To solve the problem, a method of maximum energy distribution based on SINR is presented. It distributes the discrete energy reasonably to maximize SINR of the echo. The optimal transmitted waveform of cognitive radar can be obtained with this method.The simulation results show that the achieved optimal cognitive radar waveform based on the SINR maximum energy distribution algorithm is close to the waveform based on the Lagrange multiplier algorithm and this method does not need to search for the multiplier. So the amount of computation can be reduced, the computation rate can be improved.

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Cuckoo Search Algorithm to Maximum Likelihood DOA Estimation
ZHANG Yiyuan, ZHANG Zhicheng, SHI Yaowu, LIU Yubing
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  235-240. 
Abstract ( 358 )   PDF (1143KB) ( 746 )  

In order to solve the maximum likelihood DOA(Direction of Arrival) and to estimate shortcoming of large calculated amount in multidimensional nonlinear search, this work combines the cuckoo search algorithm and the maximum likelihood algorithm, using the advantage of cuckoo search algorithm which has a fast searching speed, to optimize multidimensional nonlinear spectral function of maximum likelihood estimation of DOA. This work improves the position iteration algorithm speeding up the convergence, and preserves the main idea of Cuckoo search algorithm at the same time. The simulation results show that the modified cuckoo search algorithm has better convergence in DOA estimation, and the estimate performance is better.

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Peak Interference Filtering Method for Surface Nuclear Magnetic Resonance Signals Based on Median of Standard Deviation
LI Tong, LIN Hao, TIAN Baofeng, LIN Jun
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  241-245. 
Abstract ( 314 )   PDF (1610KB) ( 224 )  

Signals reliability of SNMR(Surface Nuclear Magnetic Resonance) is seriously influenced spiky noise caused by operating engineering machinery, in order to solve the problem an algorithm based on the median of standard deviation is developed and operated on artificial SNMR signals. This technique is designed to conduct threshold comparison to recognize and delete those spiky noise of strong randomness and high amplitude. By operating this method on artificial and field SNMR signals, it can be found that many spiky noise with amplitude of 10 times larger than real SNMR signal are removed. The decay shape of real SNMR signal are well restored.

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Method of Electromagnetic Environmental Sensory for EES-MIMO Radar Based on SVD-TLS
ZHU Lanxiang, SHAN Zebiao, SHAN Zetao, WANG Zhen, LIU Qifan, SHI Yaowu
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  246-250. 
Abstract ( 427 )   PDF (973KB) ( 255 )  

Effectively detecting the band frequency and power of airspace interference and cluster is the prerequisite for improving the accuracy and reliability of EES(Electromagnetic Environmental Sensory) and MIMO(Multiple-Input Multiple-Output) radar. This paper presents a new electromagnetic environment percep
tion algorithm based on TLS(Total Least Squares) and SVD(Singular Value Decomposition). TLS-SVD algorithm uses cross\|spectrum AR(Auto Regressive) model estimation parameters and considers the disturbance estimation error of cross-correlation function matrix, then takes into account the TLS perturbation method for vector error estimate on the equation side so the cross-correlation function can be realized. The simulation results show that the proposed algorithm has a good performance of spectral estimation. It can sense the clutter band of the environment accurately, and provide favorable guarantee for sending and receiving waveform of the EES-MIMO radar using the remaining “clean” band.

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Maximum Traction Estimation for Electric Vehicles Based on Sliding Mode Observer
WANG Xiaoyu, LIAN Yufeng, ZHAO Yun, TIAN Yantao
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  251-260. 
Abstract ( 296 )   PDF (3026KB) ( 360 )  

In order to obtain the double motor fourwheel driving electric vehicles maximum driving force in different road surface, this paper proposes a traction control strategy based on LuGre friction dynamic model and a SMO(Sliding Mode Observer). Using LuGre dynamic model's parameter θ that react pavement condition to realize the pavement conditions online identification. By designing the SMO initiatively estimate the road condition parameters θ with small tire slip ratio while the electric vehicles in the vertical driving conditions. With the estimation optimal slip ratio, we can achieve the maximum traction provided by the road. We design dynamic saturated nonlinear control strategy to limit the maximum output torque of motor and to ensure the electric vehiclesanti-skidding under the different pavement conditions. The simulation results show that the optimal slip ratio estimation method based on sliding mode observer can provide maximum traction for electric vehicles under the different road conditions. The strategy is important in active safety of the electric vehicles driving.

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Robust H∞ Filtering on INS/BD Integrated Navigation System
LI Yanhui, YANG Qi
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  261-266. 
Abstract ( 284 )   PDF (1535KB) ( 666 )  

INS/BD constitutes an integrated navigation system with high precision and complementary advantages, but the usual Kalman filtering can not obtain a satisfying precision. So the robust H∞ filtering is used for the INS/BD integrated navigation system, overcoming the precision impact caused by the model uncertainty, and converting the problem of filter designing into a convex optimization problem subject to LMI(Linear Matrix Inequality) constraints. Simulation experiments show this algorithm can be used for integrated navigation system effectively.

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Research on Transmitter of Visible Light Communication System Based on OFDM
YANG Xinhua, LIU Yang, KANG Wenwei, LIU Bin, WANG Zhaodan
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  267-273. 
Abstract ( 380 )   PDF (3817KB) ( 325 )  

In order to increase the transmission rate of visible light communication system, using OFDM(Orthogonal FrequencyDivision Multiplexing) modulation techniques, a transmitter of visible light communication system is designed based on DSP processor. The hardware system includes DSP electrical platform, D/A conversion circuit and Bias-tee/LED driver circuit. The software system includes 16PSK modulation scheme to encode OFDM sub-channels, to enhance antinoise capability of the system enhanced, so that it can not be affected when the channel characteristics changed. Experimental results show that OFDM transmits data frames may be implemented by the transmitter of VLC (Visible Light Communication) system based on OFDM. The effective data transfer rate of the sender is 18 kbit/s when the modulation method is 16PSK, IFFT(Inverse Fast Fourier Transform) is calculated as 16order radix2 fast Fourier transform algorithm. The load resistance is greater, the waveform distortion of OFDM output signal by the LED(Light Emitting Diode) driver circuit is less. Since the OFDM technology has been transplanted into a visible light communication system developed, the data transfer rate of the system is improved, effectively suppressing ISI(Inter-Symbol Interference) and ICI(Inter-Carrier Interference) caused by the channel fading and delay.

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Design of Portable Wireless ECG Monitoring System Using SOC Chip
YUAN Haibo, DAI Shuang, XIAO Buwen, XUE Hongfei, ZHANG Jian, LI Chuannan
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  274-279. 
Abstract ( 429 )   PDF (2250KB) ( 644 )  

In order to overcome the disadvantage of traditional ECG(Electro Cardio Gram) monitoring system, which circuit structure is complex, the volume and weight is big, and is not easy to carry. A portable wireless ECG monitoring system was designed, which used the analog front-end SOC(System On Chip) chip ADS1298 as the core chip of ECG measurement, combined with high speed and low power consumption MCU STC12LE5A60S2, and a wireless transmission module. The ECG data was transmitted to the PC through wireless communication, in which the digital ECG signals was processed and displayed via an application software of LabVIEW. Results show that this system has some advantages such as simple circuit structure, small volume, strong anti-jamming capability, portable, high precision, etc. This system can play an important role in detecting and preventing pre-hospital cardiovascular disease, and reducing the incidences of sudden cardiac death.

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Calculation and Software Realization of International Geomagnetic Reference Field
CHAI Songjun, CHEN Shudong, ZHANG Shuang
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  280-285. 
Abstract ( 700 )   PDF (1080KB) ( 882 )  

In order to increase the accuracy of gradient correction of magnetic measurement and to improve the magnetometer's function, the mathematical feature for the IGRF(International Geomagnetic Reference Field) is described, the complete formula suitable for programming and a program based on Visual C++
is also given. The program can calculate the geomagnetic elements of any position in the world based on the IGRF11 model. Compared with the standard results, the total intensitys mean error of the program is 1.2 nT, which can meet the requirements of the gradient correction. The study also provides a theoretical basis for the development of automatic resonance and PC software.

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Analysis and Optimization of Real-Time Software in Data Recorder Based on UAV
GAO Siyuan, WANG Yandong, ZHANG Hongwei
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  286-291. 
Abstract ( 242 )   PDF (3389KB) ( 441 )  

In order to provide important data protection for flight safety, flight maintenance and flight training, a data recorder is designed and its embedded software is investigated. First, analyze the key factors which influence the real-time data recorder software and figure out the interrupt response delay requirements according to the records of frame length data and the interrupt frequency. Then measure the interrupt response delay under different addressing modes by use of software GPO(General Purpose Output) and oscilloscope. Finally optimize the addressing recording mode according to the relationship between delay and ping-pong buffer depth. A platform is built to test the data recorder software. Experimental results indicate that the optimized software has shorter interrupt response time interval than non-optimized one. The shortest interval can reach 56 microseconds. The recorder can record all the interrupt source data with no missing data. It can satisfy the system requirements of real time and rapid speed.

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System Architecture Defect Hierarchical Prediction
HU Changhong, WANG Heqi, HAN Xiao
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  292-297. 
Abstract ( 298 )   PDF (1277KB) ( 208 )  

To classify the defects, a defect hierarchical prediction model is proposed. From analyzing the defects attributes, a defect attribute prediction method is built. By using this method we can make the similar attributes defects together. From the analysis of the relationships among the similar attributes defect clusters, the defect relationship prediction theory is proposed, which can group the defects with strong relationships. The results indicate that the system architecture defect hierarchical prediction is better than k-means especially on the cluster density, numbers and objectivity.

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Prediction of Conformational B-Cell Epitope Using Support Vector Machine Algorithm
LIU Bo, ZHANG Chunhua
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  298-304. 
Abstract ( 288 )   PDF (856KB) ( 261 )  

To save the cost of experiment, improve the work efficiency, we predict the Bcell epitope by computing method, and then use the results to direct the experiment further. We extract 10 epitope relevant amino acids propensities, and then classify antigen surface residues by using vector machine algorithm to predict the candidate epitopes. According to fifteen test cases, we validate the effectiveness of the method.

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Remote Automatic Video Monitoring System Based on Mobile Phones and GSM
SHEN Xuanjing, SUN Yu, LI Zhiqiang
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  305-309. 
Abstract ( 382 )   PDF (2560KB) ( 571 )  

In order to meet the demands of safety monitoring on small private workplace, this paper designs and implements a remote automatic video monitoring system with real-time, convenience, operability, low-cost and high-reliability. The system starts from the functional theory of the monitoring system, combines with the development of the computer image processing technology, captures image through a CMOS(Complementary Metal-Oxide-Semiconductor Transistor) cam
era, implements face recognition on the basis of OpenCV, and generates the trigger condition according to the result of face recognition and detection of moving
 things in the videos. According to the trigger condition, the SIM900A module will send alarming message to the user specified phone via the GSM(Global System for Mobile Communications) network. As a typical application of the combination of computer image processing and GSM network, when the target breaks
 into the monitored area, the system can give an alarm to the users phone in a timely manner, with high reliability and practicability by effectively handling
 such interference as noise.

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Construction of User Interest Model Based on Queries and Concept
SONG Tianyong, ZHAO Hui, ZHENG Shanhong, WANG Guochun
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  310-314. 
Abstract ( 362 )   PDF (994KB) ( 376 )  

Bipartite graph of queries and concept is insufficient in concept grabbing and calculating weight of the query words, which cause the user interest model construction not reasonable. The improved bipartite graph of queries and concept will represent the users query intent more accurate by using tf×idf grasping concepts and calculating the weight of query query words through user's browsing time. A user interest modeling algorithm based on improved bipartite graph of queries and concept was proposed. And experiments verified that user interest model constructed by this algorithm is more reasonable.

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Network Embeddedness and the Formation of Venture Capital Alliance
WU Jing, ZHANG Jian, NIE Fuqiang
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  315-324. 
Abstract ( 244 )   PDF (1230KB) ( 174 )  

In order to enhance investment information superiority of the venture capital firm. we collect joint venture investment data in China during year the 2000~2013, and empirically analyze the relationship between the network embeddedness of a venture capital firm and the formation of venture capital alliance at the initial stage of venture capital development. The results show that the leader faces adverse selection problem when choosing partners. In addition, the leader hardly relies on its industry influence to raise followers threshold of joining the alliance when opening up investment areas. Finally, the opportunity of the follower joining the alliance is independent of the scale of joint investment.

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Construction of Android Based Experimental Platform for Mobile Application Security
GUO Dong, LI Qiang, LIU Jian, WEI Xiaohui
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  325-330. 
Abstract ( 245 )   PDF (1132KB) ( 469 )  

According to the needs of teaching and scientific research in the field of mobile application security, the experimental platform of mobile application security is developed and constructed. Android is selected as the experimental system, and the experimental unit is constructed through creating a virtual machine in the computer and combining with the intelligent device. And many experimental units are connected by the high-speed network to form the whole experimental platform. According to the characteristics of the mobile application security, the design strategies for the experiments are made. 24 specific experiments consisted of 8 modules are designed on the basis of these strategies, covering three levels of the mobile application security. Based on the application of specific experimental module, the application method of the platform is introduced. The construction and application of the experimental platform for mobile application security meets the needs of the teaching and scientific research, and achieves a good teaching effect.

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Research of Distributed Cluster Processing Environment Platform Software Technology
JIANG Xiaohui, GUO Jiuwu, WANG Bo, LIU Cheng, CUI Sainan
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  331-337. 
Abstract ( 357 )   PDF (3362KB) ( 375 )  

By focusing on information processing features in the environment of distributed cluster processors currently used in aeronautic, vehicle and vessel electronics. The architecture of embedded software component formation and component\|based software platform is proposed. It improves the processing approaches of communication data between devices under environment of distributed cluster processors, relieves constraints of embedded device resources, difficulties in software integration and complexity from communication environment, which has already been implemented and verified through embedded real-time operating systems. This embedded component-based software platform enables quick software integration, effective monitoring and management of system resources.

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Optimized Detection Algorithm for Network Intrusion Based on the Glowworm Swarm Algorithm
ZHOU Lijuan, YU Xuejing, WEI Zhuo
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  338-343. 
Abstract ( 344 )   PDF (716KB) ( 377 )  

Because fuzzy Cmeans clustering method is sensitive to initial cluster centers and easily trapped into local minima, we cant get precise classification result in network intrusion detection. To solve the problem, a network intrusion detection method based on GSO(Glowworm Swarm Optimization) algorithm is proposed. First, samples with label is used to get initial cluster center. Then, GSO is employed to optimize cluster center. Simulation result shows that the method is effective.

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Construction of Evaluation Index System for Educational Informatization of Primary and Secondary Schools
YANG Jun
Journal of Jilin University(Information Science Ed. 2015, 33 (3):  344-349. 
Abstract ( 356 )   PDF (1363KB) ( 481 )  

Comprehensive evaluation on construction of educational informatization in primary and secondary schools provides a basis for the development of primary and secondary schools themselves and the decision of educational management. This article uses set\|valued iteration to construct the evaluation index system to support system evaluation on the basis of the comprehensive analysis. First, construct the hierarchical model of evaluation index system which consisted of 6 primary indicators and 24 secondary indicators, and provide a brief description of the primary indicators. Then, set up weight calculation mathematical model about set-valued iteration, including the two aspects of basic mathematics model and iterative process with strategy. Finally, according to the solving process to calculate the weight of index system. The results show that the method using the set-valued iterative to calculate index weight algorithm is simple, but the results in weight are more objective and real when the number of the same index are more.

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