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    20 February 2018 Volume 45 Issue 1
      
    Research on data transmission and survivability technology of the GEO/LEO satellite network
    LIU Lifang;WU Dan;LANG Xiaoguang;QI Xiaogang
    Journal of Xidian University. 2018, 45(1):  1-5+54.  doi:10.3969/j.issn.1001-2400.2018.01.001
    Abstract ( 563 )   PDF (876KB) ( 409 )   Save
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    Aiming at the problem that Low Earth Orbit satellites have a low real-time performance in transmitting data to the ground, a data transmission and survivability technology based on the double-layer satellite network is proposed. In the method, the Geosynchronous Earth Orbit satellite network is used as the communication backbone network, which is responsible for the relaying and forwarding of the data in the satellite network. The low-earth satellite layer is responsible for data collection and auxiliary routing. Combining the advantages of Geosynchronous Earth Orbit and Low Earth Orbit satellites can realize the real-time transmission of Low Earth Orbit satellite data. The multi-path transmission strategy improves the survivability of the satellite network. The performance of the proposed method is analyzed in terms of throughput, transmission delay, delay jitter and packet loss rate. Under the attack environment, the data delivery capability of the network is studied. The data transmission method based on the multi-layer satellite can solve the single-layer low-earth satellite network in data transmission, and satisfy the requirement of multi-service real-time transmission.

    Adaptive proportional fair scheduling with global-fairness
    LI Zhao;JIA Wenhao;BAI Yujiao
    Journal of Xidian University. 2018, 45(1):  6-11+22.  doi:10.3969/j.issn.1001-2400.2018.01.002
    Abstract ( 512 )   PDF (1135KB) ( 226 )   Save
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    Conventional proportional fair (PF) scheduling achieves fairness at the cost of the system's rate performance. Such fairness is characterized by long-term, and hence cannot guarantee the fairness of subscribers who enter the system temporarily or stay for just a short period of time. In addition, the delay requirement of real-time service users can hardly be met. In order to remedy the above problems, we propose an adaptive proportional fair (APF) scheduling algorithm with global-fairness. The base station dynamically adjusts the forgetting factor in the PF algorithm based on the degree of dispersion of all the users' scheduling priorities so as to influence the update of users' scheduling weights. Simulation results show that compared to conventional PF scheduling, the APF can achieve both the long-term and short-term fairness and high system sum-rate, and additionally guarantee good delay performance for users' service.

    Modified adaptive matched filter
    WANG Zeyu;LI Ming;LU Yunlong
    Journal of Xidian University. 2018, 45(1):  12-16+82.  doi:10.3969/j.issn.1001-2400.2018.01.003
    Abstract ( 511 )   PDF (501KB) ( 419 )   Save
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    In order to overcome the detection degradation for the conventional detectors in the limited-training environment, a modified adaptive matched filter is proposed by modeling the disturbance as an autoregressive process with unknown parameters. The detector is derived by resorting to a two-step design procedure: first derive the generalized likelihood ratio test under the assumption that the parameters of the autoregressive process are known, and then, the maximum likelihood estimates of the parameters, based on the training data, are substituted in place of the true parameters into the test. The detection performance of the new receiver shows that the proposed receiver can lead to a noticeable performance improvement over the conventional adaptive matched filter. For a moderate size of radar echoes, the proposed detector performs close to the optimum matched filter even in the limited-training environment.

    Joint carrier synchronization and symbol timing for MQAM in non-cooperation communication systems
    LIU Mingqian;CHEN Qian;WU Yun;LI Bingbing
    Journal of Xidian University. 2018, 45(1):  17-22.  doi:10.3969/j.issn.1001-2400.2018.01.004
    Abstract ( 339 )   PDF (582KB) ( 214 )   Save
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    Aiming at the problem of symbol timing and carrier synchronization of (M-ary Quadrature Amplitude Modulation) MQAM signals with large symbol rate deviation in non-cooperative communication systems under multipath channels,a new method based on the improved Gardner algorithm for MQAM signal timing carrier joint synchronization is proposed. First, the method obtains timing offset estimation and carrier offset coarse estimation using the relationship between frequency offset and output value of the Gardner algorithm. Then, locking is performed with the difference of the absolute value between estimation and the output value of timing error detection which is half a symbol different from the estimation. Finally, the method uses the phase-locked loop to track the fine frequency offset and phase offset. Simulation result shows that the proposed joint estimation method of timing offset and carrier offset has a good estimation performance under the condition of multipath channels.

    Electromagnetic scattering characteristic of Gaussian rough coated objects in terahertz
    ZHAO Hua;GUO Lixin
    Journal of Xidian University. 2018, 45(1):  23-29.  doi:10.3969/j.issn.1001-2400.2018.01.005
    Abstract ( 384 )   PDF (1923KB) ( 261 )   Save
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    The scattering characteristics of Gaussian roughness surface coated targets are studied in the terahertz (THz) band based on the Kirchhoff approximation and the physical optics (PO) method. Based on the Gaussian roughness surface, roughness surface cone and cone-cylinder models are built which are meshed according to the frequency of the incident wave to meet the PO calculation requirements. According to the Fresnel reflection coefficient, the current on the surface is calculated, and then the radar cross section (RCS) of the coating rough target is obtained. The RCS of the rough surface target are compared with the smooth target. Numerical results for the rough coated cone model and cone-cylinder model are given and discussed from different coating dielectric media, different coating thickness values, different angles of incidence, different frequencies, and different roughness values. The results show that the roughness of the target surface in the terahertz band has a significant effect on the scattering.

    Robust Doppler centroid estimation method for multichannel HRWS SAR
    FANG Chao;LIU Yanyang;LI Zhenfang;REN Wei;CHEN Junli
    Journal of Xidian University. 2018, 45(1):  30-34+116.  doi:10.3969/j.issn.1001-2400.2018.01.006
    Abstract ( 408 )   PDF (1926KB) ( 170 )   Save
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    In multichannel high-resolution and wide-swath(HRWS) synthetic aperture radar(SAR) systems, a novel method for the Doppler centroid estimation is proposed. First, by exploiting temporal characteristics of multichannel SAR data, mathematical expressions for channel phase biases on the Doppler centroid are established. Second, based on the fact that phase biases decrease the signals inside the Doppler bandwidth, the Doppler centroid could be estimated by maximizing the energy inside the Doppler bandwidth. Experimental results show that the proposed method has an estimation accuracy similar to that of the spatial cross-correlation coefficient method but has more robustness.

    Measurement matrix construction based on empirical mode decomposition
    LIU Xuewen;XIAO Song;XUE Xiao
    Journal of Xidian University. 2018, 45(1):  35-41.  doi:10.3969/j.issn.1001-2400.2018.01.007
    Abstract ( 327 )   PDF (1127KB) ( 149 )   Save
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    In order to maintain the integrity information on the signal in high probability, the measuremental matrix is designed to be a random one. But this randomness results in the fact that both useful information and useless information are near the equiprobably measured, which leads to a low sensing efficiency. To improve the sensing efficiency, this paper proposes a new method of measurement matrix construction based on Empirical Mode Decomposition of the reference signal. It uses the Intrinsic Mode Function to construct a cyclic matrix, which is proved to satisfy the restricted isometry property condition by the Gersgorin disc theorem. It simulates the signal denoising process and uses signal noise reduction as the measure. Simulation results show: (1)it has a better effect on reducing noise by adding noise to the reference signal; (2)when the noisy signal and the reference signal are dislocated in the time domain, the effect of noise reduction is significantly decreased compared with the ideal condition. However, the reconstructed signal maintains its frequency information well, which is helpful in practical applications.

    Collaborative optimization based on thermo-mechanical coupling of the multi-closed-loop space deployable mechanism
    LI Tuanjie;ZHOU Bo;WANG Peng
    Journal of Xidian University. 2018, 45(1):  42-47.  doi:10.3969/j.issn.1001-2400.2018.01.008
    Abstract ( 262 )   PDF (683KB) ( 187 )   Save
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    In order to address the thermo-mechanical coupling design of a multi-closed-loop space deployable mechanism, the static equilibrium equation is derived and a static analysis is made. The rotational stiffness of the mechanism in the deployed phase is obtained according to the principle of virtual work. Then, for improving the mechanical and thermal properties, the mathematical model of collaborative optimization considering thermo-mechanical coupling is established, of which the design variables are the size of bar cross section, and the objective functions include the minimal thermal deformation of the structure during the entire deployment in the space environment, the minimum weight, the maximum basic frequency and rotational stiffness in the deployed phase. By the numerical solution of the collaborative optimization model of the multi-closed-loop space deployable mechanism, the optimum rod section parameters of the deployable mechanism can be obtained. Simulation results show that the thermal deformation reduces by 56%, that the basic frequency increases by 39%, and that the mass and rotational stiffness also meet their design goals.

    Symbol timing estimation iterative algorithm in the LTE multiuser uplink
    SHAN Shuo;GONG Fengkui;ZHANG Hang
    Journal of Xidian University. 2018, 45(1):  48-54.  doi:10.3969/j.issn.1001-2400.2018.01.009
    Abstract ( 356 )   PDF (713KB) ( 153 )   Save
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    In order to solve the problem of low accuracy and high complexity of symbol timing estimation in multi-user Long Term Evolution systems, a novel symbol timing estimation algorithmbased on block iteration correlationis proposedfor thewidely-usedlocalized subcarrier mapping.First, the most suitable pilot symbolis selected by pilot selection. Second, the segmented correlation and timing estimation are performed on the selected pilot. Third, the frequency domain correction is performed on the received pilot by using the first estimate. Finally, the algorithm is iterated and the final timing estimate is obtained.Simulation results show that,compared with the traditional first-pass search algorithm and cyclic prefix based time synchronization,the proposed algorithm improves the estimated performance by 20%~40% and reduces the implementation complexity.

    Pilot random access scheme in massive MIMO systems
    LI Xiaojie;LI Ying;HAN Huimei
    Journal of Xidian University. 2018, 45(1):  55-59.  doi:10.3969/j.issn.1001-2400.2018.01.010
    Abstract ( 315 )   PDF (596KB) ( 240 )   Save
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    To resolve the pilot contamination problem in massive multiple input multiple output(MIMO) systems, a pilot random access scheme called Strongest User Collision Resolution-Timing Advance(SUCR-TA), is proposed. This scheme takes the propagation delay into account, and selects an appropriate TA information for pilot to reduce the number of contenders who will perform the SUCR algorithm, and thus improves the probability of collision resolution. Simulation results demonstrate that, compared to the SUCR algorithm, the SUCR-TA scheme can significantly increase the number of the successful users of the system.

    Numerical simulation and flow calibration of multi-hole orifice and wedge throttle devices
    MA Ying;DUAN Qingjuan;HU Ruifeng;TANG Li'nan
    Journal of Xidian University. 2018, 45(1):  60-65.  doi:10.3969/j.issn.1001-2400.2018.01.011
    Abstract ( 368 )   PDF (3786KB) ( 186 )   Save
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    To study the flow characteristics of multi-hole orifice and wedge throttle devices in engineering application and provide a new approach to the estimation of the discharge coefficient, the computational fluid dynamics (CFD) method is used to numerically simulate the internal flow field of multi-hole orifice throttle devices and wedge throttle devices,by comparing the discharge coefficient achieved from numerical simulation and the experimental results of flow calibration to verify the rationality and accuracy of the numerical simulation results. It is indicated that,compared to the experimental measurement of the flow,the discharge coefficient obtained from the numerical simulation is less than 4%, and is the reference for engineering design.

    New COPLIP model and its image enhancement algorithm
    FENG Yuying;WANG Junping;MA Shuliang;LI Chao;WU Yao
    Journal of Xidian University. 2018, 45(1):  66-71.  doi:10.3969/j.issn.1001-2400.2018.01.012
    Abstract ( 353 )   PDF (6187KB) ( 155 )   Save
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    This paper proposes a new model of color parameterized logarithmic image processing (COPLIP), in view of the existing logarithmic bottleneck in the field of the color image processing model, extending the parameters of the logarithmic model to color images. The color tonal function of color images, operations of addition, multiplication and invertion and the concept of fundamental homomorphism function are defined. In order to verify the validity of the COPLIP model, this paper designs an image enhancement algorithm based on the model with a good effect. Experiments show that the new model proposed in this paper can not only match the human visual model, but also select more parameters to get the interested parts in the image.

    Method of a comprehensive response time of frequency stability
    XU Longfei;LUO Dan;ZHOU Wei;BAI Lina;LI Zhiqi;MIAO Miao
    Journal of Xidian University. 2018, 45(1):  72-75+122.  doi:10.3969/j.issn.1001-2400.2018.01.013
    Abstract ( 401 )   PDF (501KB) ( 234 )   Save
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    To reveal the change of the frequency stability of a different frequency source with the response time in essence, a method of measuring the comprehensive response time of frequency stability is proposed. In the digital environment, the digital edge effect is used to inhibit the quantization error, combined with the digital double mixing time difference method to measure the phase difference between the signals, by which the comprehensive frequency stability index is obtained. In experiments, the frequency source realizes the frequency stability of a more comprehensive change rule over time. Experiment proves that the method under the condition of self-calibration, transient frequency stability can be 10<sup>-5</sup>/100ns, that short-term frequency stability can be 10<sup>12</sup>/s, and that frequency stability for a long time can be 10<sup>16</sup> a day.

    Relay selection algorithm incorporated with prestige for D2D communication
    WANG Ruyan;MIAO Yi;YAN Junjie
    Journal of Xidian University. 2018, 45(1):  76-82.  doi:10.3969/j.issn.1001-2400.2018.01.014
    Abstract ( 314 )   PDF (954KB) ( 178 )   Save
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    For the sake of enabling the device-to-device (D2D) communication to impartially and effectively select the relay node, a prestige-based relay selection algorithm is proposed. From a social domain perspective,the prestige is used to describe the will and ability of an equipment to be selected as a relay. Meanwhile the data transmission of the equipment in different transmission modes is analyzed. Finally, a suitable relay is selected amongst the candidate relay equipments by the method of game theory. This algorithm avoids a device with a weak social relation and a low residual energy being selected as a relay. The results manifest that the proposed algorithm improves the throughput of the system, the coverage probability of D2D link, and the rationality of the relay selection, compared with the random selection algorithm and the maximum throughput algorithm.

    Method of UWB antenna design
    FANG Guozhi;HOU Ruiqiang;ZHANG Yucheng
    Journal of Xidian University. 2018, 45(1):  83-87.  doi:10.3969/j.issn.1001-2400.2018.01.015
    Abstract ( 473 )   PDF (1148KB) ( 396 )   Save
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    According to the theory of electromagnetic field, this paper presents a design method of a microstrip patch antenna for wireless communication. According to the working frequency band of the antenna, the antenna structure is designed and the equivalent circuit is analyzed. In order to verify the effectiveness of the antenna structure parameters, finite element simulation, the antenna structure parameters optimization to achieve an optimal bandwidth and radiation to the actual production and test results show that the impedance bandwidth of the antenna (10dB return loss) is up to 10GHz(2.0~12.0GHz), and that the absolute bandwidth of the multiplier is up to 6, the bandwidth being three times the cross bandwidth of the monopole antenna. In addition, the antenna has a good omnidirectional radiation characteristics and gain level in the operating frequency, and the antenna has a simple structure, a stable performance and good practicability.

    Design of a 2.5~14.5GHz distributed power amplifier
    ZHANG Ying;MA Kaixue;ZHANG Yi;ZHANG Changchun;ZHOU Hongmin
    Journal of Xidian University. 2018, 45(1):  88-92+155.  doi:10.3969/j.issn.1001-2400.2018.01.016
    Abstract ( 595 )   PDF (1026KB) ( 290 )   Save
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    The operation principle of distributed amplifiers and the impedance characteristic of artificial transmission lines (ATLs) are analyzed, and a distributed power amplifier consisting of three gain cells is designed and fabricated by 0.18μm complementary metal oxide semiconductor (CMOS) technology. The peaking inductor is used to enhance the gain and the reverse isolation of the amplifier in high frequency. The termination loads of ATLs are increased and the values of on-chip inductors are optimized to provide good impedance matching, while improving the output power and efficiency. Measured results show that the amplifier has a 3dB bandwidth of 12GHz (2.5~14.5GHz) and provides an average forward gain of 9.8dB from 3 to 14GHz with a gain flatness of ±1dB. In the desired band, the output power at 1dB gain compression point (P<sub>1dB</sub>) is from 4.3 to 10.3dBm while the power added efficiency (PAE) is from 1.7% to 6.9%.

    Passive localization for multi-targets via wireless signal processing
    XING Tianzhang;XIE Binbin;YANG Kang;TANG Zhanyong;FANG Dingyi
    Journal of Xidian University. 2018, 45(1):  93-98.  doi:10.3969/j.issn.1001-2400.2018.01.017
    Abstract ( 353 )   PDF (1663KB) ( 205 )   Save
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    Passive localization plays a critical role in the Internet industry. However, current methods only analyze and calculate the signal distortion of the target which generates in the Line of Sight without considering the Non Line of Sight and multipath effects. To address the problem, we present the multi-targets location system via the RFID base on the fingerprint matching. First, this paper uses the passive tag edge detection to build the function relation between the target distance and the target number, and analyzes the reader collision phenomenon to address multi-targets counting, further ensuring the effectiveness of location data and the accuracy of target statistics; Second, this paper improves localization accuracy by exploring the arteritis of the target relative to the tag position and using the tag position as the constraints. We conduct extensive experiments in 2 scenarios for 3 areas. Compared with other approaches, the system we proposed improves the target counting and location accuracy, scalability and robustness under various scenarios.

    Optimal printing direction selection in fused deposition modeling
    WEI Xiaoran
    Journal of Xidian University. 2018, 45(1):  99-105.  doi:10.3969/j.issn.1001-2400.2018.01.018
    Abstract ( 271 )   PDF (1797KB) ( 148 )   Save
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    In Fused Deposition Modeling (FDM) manufacture, adjustment of the object printing direction can improve the surface accuracy of the manufactured model, and can effectively reduce the printing time and printing material. However, the existing algorithm seldom takes account of all these factors. Considering these three factors and analyzing the people's subjective perception of the precision of the salient features and the damage caused by removal of the supporting, we propose the relationship functions among printing direction, support structure material, model surface printing supplies, printing time, model surface accuracy, salient features of precision and the processing cost of the model. According to these functions of the six evaluation indexes, the optimal printing direction objective function is constructed, and is solved to obtain the optimal printing direction. Experimental results show that the algorithm can be used to calculate the optimal printing direction of the object in various conditions, optimize the accuracy of the surface of the object, save the printing material and printing time, and avoid the damage caused by the post processing.

    Near-threshold non-precharged SRAM
    CAI Jiangzheng;HEI Yong;YUAN Jia;CHEN Liming
    Journal of Xidian University. 2018, 45(1):  106-111.  doi:10.3969/j.issn.1001-2400.2018.01.019
    Abstract ( 604 )   PDF (1726KB) ( 119 )   Save
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    In order to save the power consumed by the static random access memory when it deals with voice or video data, a novel memory cell is proposed which eliminates the precharge mechanism in the read operation, thus suppressing the invalid power compared with the conventional 6T and 8T cell. Furthermore, multiple threshold technology is employed in the cell, which not only guarantees the read static noise margin, but also enhances read ability. In addition, a Schmitt trigger based inverter is also applied in the cell array and hence it improves the read speed. Two memories including the proposed one and the conventional one are fabricated in 130nm process, respectively. Test results indicate that the proposed memory is excellent in reducing power consumption compared with the conventional 8T memory, and hence it becomes a suitable choice for the low power chips.

    SRAM-FPGA SEU mitigation method and prediction
    GUO Qiang;LIU Bo;SI Shengping;LIU Hui;JIANG Yingfu;ZHANG Heng
    Journal of Xidian University. 2018, 45(1):  112-116.  doi:10.3969/j.issn.1001-2400.2018.01.020
    Abstract ( 532 )   PDF (809KB) ( 184 )   Save
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    In order to solve the problem of Xilinx SRAM-FPGA Single Event Upsets(SEU) in the satellite communication system, we design a less hardware resource and high timeliness method of using the Actel FPGA as the detecting chip. The PROM chip stores the mask bit, reads the Xilinx FPGA configuration file through JTAG and verifies the error. Then it reloads the configuration file to eliminate the SEU effect. The method is successfully applied to a satellite communication system. In order to calculate the reliability of the satellite communication system, the FOM method is used to predict the SEU rate in SRAM FPGA. The results show that this method can be used to calculate the SEU rate in the orbit. And the results can be used to predict the SEU rate in the other SRAM FPGA and Memory, and to provide reference for reliability research and design of China's satellite communication system.

    Non-linear frequency modulated signal decomposition based on the improved chirplet time-frequency atom
    GUO Pengcheng;WANG Xing;CHENG Siyi;WANG Feng
    Journal of Xidian University. 2018, 45(1):  123-128.  doi:10.3969/j.issn.1001-2400.2018.01.022
    Abstract ( 374 )   PDF (911KB) ( 154 )   Save
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    Regarding the deficiencies that the Chirplet time-frequency atom has weak decomposition performance to non-linear frequency modulation signal of a sine type, an improved Chirplet atom (IChirplet) is proposed. First, it is analyzed that the Chirplet atom has a mismatch with time-frequency distribution of the non-linear signal. Then, a sine frequency modulation factor is introduced into the Chirplet atom to make the atom time-freqency curve have sine similarity bending performance. Finally, the matching pursuit algorithm is replaced by the genetic algorithm to improve the efficiency of atom searching. Simulation results show that the improved Chirplet atom has better decomposition performance to the non-linear frequency modulated signal compared with the Gabor, Chirplet, and FM<sup>mlet</sup> atom.

    Multi-target tracking algorithm based on the multi-feature fusion matching and Hough forest
    LIANG Fuxin;LIU Hongbin;CHANG Faliang
    Journal of Xidian University. 2018, 45(1):  129-134+161.  doi:10.3969/j.issn.1001-2400.2018.01.023
    Abstract ( 345 )   PDF (5459KB) ( 188 )   Save
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    In order to solve the problem of low accuracy due to target occlusion and deformation in multi-target tracking, this paper proposes a multi-target tracking algorithm based on the multi-feature fusion matching and Hough forest. First, we select positive and negative samples online according to primary association among detection responses and construct the feature model of the target with color histogram, histogram of oriented gradient (HOG) and optical flow information. Then, longer trajectory associations are generated based on the online learned Hough forest framework. Finally, a trajectory matching algorithm based on multi-feature fusion is proposed, and we introduce two methods of similarity measure in color histogram and feature points matching based on the Gabor filter to generate the probability matrix with the weighted factor. Therefore, it can further form the complete trajectories of the targets by associating them gradually. Experimental results show that the proposed algorithm can effectively solve the problems of target deformation and mutual occlusion in the video sequences of complex environments, and realize the robust tracking of multiple targets.

    Lotus leaf geometric channel modeling and MIMO multi-antenna system performance
    ZHU Huijuan;ZHOU Jie;SHAO Genfu
    Journal of Xidian University. 2018, 45(1):  135-139+144.  doi:10.3969/j.issn.1001-2400.2018.01.024
    Abstract ( 434 )   PDF (558KB) ( 122 )   Save
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    A multiple input multiple output (MIMO) antenna system with the uniform linear array (ULA) and uniform circular array (UCA) in three dimensional suburb mobile communication environment is analyzed and investigated. The lotus leaf geometric channel model is proposed, and the probability density function of arriving waves is calculated. Then, expressions for signal correlations are derived in two ways, namely, from steering vectors of antenna arrays and autocorrelation functions of the fading channel, and the relationship between correlation with the spacing of antenna arrays and angular parameters is classified. The results are compared with those in actual channel environment, and it is shown that the channel capacity of the lotus leaf geometric channel model is in agreement with that of the latter. It is concluded that the deployment of antenna array spacing plays a decisive role in correlations between angular spreads of multipath signals.

    Low-rate-denial-of-service attack detection by symbolic dynamics method
    YANG Baowang
    Journal of Xidian University. 2018, 45(1):  140-144.  doi:10.3969/j.issn.1001-2400.2018.01.025
    Abstract ( 490 )   PDF (718KB) ( 134 )   Save
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    In terms of the network security problem caused by Low-rate-Denial-of-Service attack, this paper proposes a symbolic dynamics method to detect such attacks. The number of packets sampled signals is transferred into the symbol sequence and the calculate the entropy corresponding to the symbol sequence. There is a significant increase in packets number signal information complexity caused by Low-rate-Denial-of-Service attack arrival, which can be compared with a default entropy threshold for recognition. We verify the algorithm in the simulation environment and the actual test servers respectively and the experimental results show that the proposed algorithm has an average accuracy of 92% to achieve the Low-rate-Denial-of-Service attack recognition.

    Channel phase bias estimation algorithm for the DBF SAR system in elevation
    WANG Zhibin;LIU Yanyang;LI Zhenfang;CHEN Junli
    Journal of Xidian University. 2018, 45(1):  145-149+167.  doi:10.3969/j.issn.1001-2400.2018.01.026
    Abstract ( 295 )   PDF (3997KB) ( 133 )   Save
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    Due to the presence of phase bias between channels in elevation of the multichannel Synthetic Aperture Radar (SAR) system, the quality of the SAR images decreases after Digital Beam-Forming (DBF). In order to solve the problem, this paper presents a phase bias estimation algorithm for the multichannel SAR system in elevation. First, the complex interferograms are obtained by conjugate multiplication of the focused SAR images acquired by the adjacent channels. Then, the differential interferograms are obtained by conjugate multiplication of the adjacent interferograms. Finally, the phase bias between each channel and the reference one are estimated by the maximum sharpness optimization. The proposed algorithm is validated through experimental data acquired by the automobile based multichannel SAR system.

    Multiple convolutional neural networks for facial expression sequence recognition
    ZHANG Jingang;FANG Yuan;YUAN Hao;WANG Shuzhen
    Journal of Xidian University. 2018, 45(1):  150-155.  doi:10.3969/j.issn.1001-2400.2018.01.027
    Abstract ( 392 )   PDF (1966KB) ( 308 )   Save
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    As an important part of the human-computer interaction system, facial expression recognition has been a hot research field. The convolutional neural network cannot recognize expression sequence although it can train the classification features automatically for the reason that the direction of feature training need to be specified manually. In order to solve this problem, this paper improves the network structure, and proposes a multi convolutional network fusion method that can be used to identify the expression sequences containing multiple frames. First, we construct a number of convolutional neural networks, so that each network processes one frame, and then merge the results in the merge layer, and finally pass the softmax classifier to give the identity result. On the CK+facial expression database, experiments are carried out on the 3rd, 4th and 5th frames of expression sequences, and a high recognition rate is obtained for all experiments.

    Analysis and design of high performance splash-plate feed antenna
    LIU Minghui;XIANG Zheng;XU Tongtong;REN Peng;CHEN Yun
    Journal of Xidian University. 2018, 45(1):  156-161.  doi:10.3969/j.issn.1001-2400.2018.01.028
    Abstract ( 829 )   PDF (1713KB) ( 233 )   Save
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    In order to improve the transmission distance and anti-interference ability of the microwave relay system and point-to-point communication system, we design a high performance splash-plate feed antenna with the diameter of 0.3m and the center frequency of 15GHz. By shaping the dielectric supporting mirror and sub-reflector of the splash-plate feed, we realize the far field radiation pattern equalization and roll-off of the E plane and H plane within and outside the scope of the main reflector irradiation angle, respectively. Then, the impedance matching of the antenna is realized by optimizing the media matching plug. Finally, the design model is processed and tested, with the test results showing that the gain at the antenna center frequency point is 32.43dBi, that the maximum sidelobe level can be suppressed to 21.89dB and that the front to back ratio in the E plane and H plane is significantly improved to be 59.57dB. The good agreement of measured data with simulation results verifies the proposed design.

    Stress calculation and analysis of uniaxially strained silicon on the insulator
    MIAO Dongming;DAI Xianying;WU Shujing;ZHAO Tianlong;SHAO Chenfeng;HAO Yue
    Journal of Xidian University. 2018, 45(1):  162-167.  doi:10.3969/j.issn.1001-2400.2018.01.029
    Abstract ( 385 )   PDF (1580KB) ( 176 )   Save
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    In order to study the wafer level uniaxial strained silicon insulation layer on the stress distribution and variation trend, a uniaxial strained SOI wafer is successfully fabricated by annealing in SOI mechanical bending at the wafer level, with the advantages of low cost and simple process. On this basis, the stress of mechanical induced uniaxially strained SOI wafers in various directions under different bending radii is simulated with ANSYS, and the results show that the stress along the bending direction, which is suitable for the channel of the COMS device, is much larger than that perpendicular to the bending direction. Also, the stress significantly increases and the uniformity of the stress distribution decreases with the decrease of bending radii. The stress distribution of the uniaxially strained SOI obtained by the optical fiber grating measurement is in good agreement with the ANSYS simulation results.

    Method of array antenna DOA under strong interference presence
    GONG Jian;LOU Shuntian;ZHANG Weitao
    Journal of Xidian University. 2018, 45(1):  168-172.  doi:10.3969/j.issn.1001-2400.2018.01.030
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    In order to solve the problem of DOA estimation for the array antenna under strong interference,the concept of preserving orthogonality and characteristic beam is defined. It is proved theoretically that the characteristic vector of the corresponding feature vector is guaranteed when the source power and the angle interval are both large. And a novel DOA estimation algorithm based on the interference source feature vector is proposed. Through the simulation and comparison of JJM algorithm it is shown that the proposed algorithm has a better statistical estimation performance than the JJM algorithm.