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2017 Vol. 39, No. 9

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Multiresolution Community Detection Based on Fuzzy Clustering
WANG Xiaofeng, LIU Gongshen, LI Jianhua
2017, 39(9): 2033-2039. doi: 10.11999/JEIT161116
Abstract:
Focusing on the complexity of network structure and the indeterminacy of community partition, this paper puts forward a novel fuzzy clustering method for uncovering community structures. In contrast to previous studies, the proposed method disposes t...
NSGA2-based Multi-label Seed Node Selection in Network Environments
LI Lei, CHU Yuqi, WANG Meng, HAN Li, WU Xindong
2017, 39(9): 2040-2047. doi: 10.11999/JEIT161266
Abstract:
With the expanding scale of social networks, the label classification of nodes in the network is no longer single but various, which prompts the multi-label classification in social networks to become an important research area. The previous research...
Extended Multi-modality Features and Deep Learning Based Microblog Short Text Sentiment Analysis
SUN Xiao, PENG Xiaoqi, HU Min, REN Fuji
2017, 39(9): 2048-2055. doi: 10.11999/JEIT160975
Abstract:
This paper presents a Deep Belief Nets (DBN) model and a multi-modality feature extraction method to extend features, dimensionalities of short text for Chinese microblogging sentiment classification. Besides traditional features sets for document cl...
Recognizing Users Focuses on Social Network Based on Mixed-weight Combined Strategy
JI Jianrui, LIU Yezheng, JIANG Yuanchun
2017, 39(9): 2056-2062. doi: 10.11999/JEIT161348
Abstract:
It is an important measure to utilize the topic model to recognize the users focuses on social networks, such as blog, online community, and microblog. Considering the particularity of topic recognizing of short texts on the social network platform, ...
Uncertain Influence Sources Oriented Influence Blocking Maximization in Social Networks
LI Jin, YUE Kun, YOU Jie, XIE Xiaorui, ZHANG Yunfei
2017, 39(9): 2063-2070. doi: 10.11999/JEIT161360
Abstract:
Influence blocking maximization is currently a focused issue in the research area of social networks. This paper considers the issue of influence blocking maximization with uncertain negative influence sources. First, in order to increase efficiency ...
Vector Influence Clustering Coefficient Based Efficient Directed Community Detection Algorithm
DENG Xiaolong, ZHAI Jiayu, YIN Luanyu
2017, 39(9): 2071-2080. doi: 10.11999/JEIT170102
Abstract:
Community detection method is significant to character statistics of complex network. Community detection in directed structured network is an attractive research problem while most previous approaches attempt to divide undirected networks into commu...
Extracting Dimension Hierarchy of Tweeters Interests for On-line Analytical Processing
YU Dongjin, NI Zhiyong, SUN Jingchao
2017, 39(9): 2081-2088. doi: 10.11999/JEIT170030
Abstract:
To explore the distribution and correlation from massive Twitter data helps the accurate personalized recommendation. On-Line Analytical Processing (OLAP) provides an intuitive form that is suitable for people to explore the Twitter data. The key of ...
Behaviors Analysis Based Sybil Detection in Social Networks
WU Dapeng, SI Shushan, YAN Junjie, WANG Ruyan
2017, 39(9): 2089-2096. doi: 10.11999/JEIT170246
Abstract:
Sybil attackers can improve their own influence in social networks by creating a large number of illegal illusive identities then affect the social individuals choice of relays and steal individuals privacy, which seriously threatens the interests of...
Reviews on Group Detection in Online Social Networks
PAN Li, WU Peng, HUANG Danhua
2017, 39(9): 2097-2107. doi: 10.11999/JEIT161192
Abstract:
Groups are important mesoscopic organizations of Online Social Networks (OSNs). Group detection not only has important theoretical significance, but also has a wide range of applications. It promotes the application and development of online social n...
Social Network Based Social Behavior Analysis
LI Lei, WANG Meng, WU Xindong
2017, 39(9): 2108-2118. doi: 10.11999/JEIT161273
Abstract:
Recently, social network applications develop dramatically. Social network related social behaviors are one of the most important areas, which receive broadly attentions from researchers in academics. This survey paper analyzes the social behaviors c...
Wide-width Bit Permutation Instructions for Accelerating Cryptographic Algorithms
DAI Zibin, MA Chao, LI Wei, NAN Longmei
2017, 39(9): 2119-2126. doi: 10.11999/JEIT161285
Abstract:
Wide-width bit permutation is a very commonly used operation in symmetric cryptographic algorithms. However, current word-oriented general microprocessors are inefficient to cope with the complex bit-level permutation operations. To solve this proble...
Provable Secure IDPKC-to-CLPKC Heterogeneous Signcryption Scheme
ZHANG Yulei, ZHANG Linggang, WANG Caifen, MA Yanli, ZHANG Yongjie
2017, 39(9): 2127-2133. doi: 10.11999/JEIT170062
Abstract:
In order to ensure the confidentiality and authentication in different network environments, the security model of IDPKC-to-CLPKC heterogeneous signcryption is defined from IDentity-based Public Key Cryptography (IDPKC) to CertificateLess Public Key ...
Load Balance Algorithm Based on POMDP Load-aware in Heterogeneous Dense Cellular Networks
TANG Lun, LIANG Rong, ZHANG Ya, CHEN Qianbin
2017, 39(9): 2134-2140. doi: 10.11999/JEIT161347
Abstract:
In order to solve the load imbalance problem caused by uncertainty of traffic in heterogeneous dense cellular networks, this paper proposes a load balance algorithm through small cell range expansion. The proposed algorithm is based on Partially Obse...
Iterative Frequency Estimation Algorithm Based on Interpolated Zoom Spectrum
CUI Weijia, LU Hang, BA Bin
2017, 39(9): 2141-2147. doi: 10.11999/JEIT161312
Abstract:
In order to solve the problem of unhomogeneities of estimation error and expensive computing of existing algorithms, an iterative frequency estimation algorithm based on interpolated zoom spectrum is proposed. Firstly, fast Fourier transform algorith...
RGB-D Saliency Detection Based on Integration Feature of Color and Depth Saliency Map
WU Jianguo, SHAO Ting, LIU Zhengyi
2017, 39(9): 2148-2154. doi: 10.11999/JEIT161304
Abstract:
Depth information is proved to be an important part of human vision. However, most saliency detection methods based on 2D images do not make good use of depth information, thus an effective saliency detection method for RGB-D image is presented. It e...
Blind Recognition of Turbo Code Encoder Based on Conformity of Parity-check Equation
ZHANG Limin, WU Zhaojun, ZHONG Zhaogen
2017, 39(9): 2155-2161. doi: 10.11999/JEIT161391
Abstract:
In order to solve the defects of poor error tolerance and large calculation amount in current Turbo-code encoder recognition algorithms, a new algorithm based on conformity of parity-check equation is proposed. Firstly, according to small code constr...
Kernel-based Algorithm with Weighted Spatial Information Intuitionistic Fuzzy C-means
ZHANG Jieyu, LI Zuoyong
2017, 39(9): 2162-2168. doi: 10.11999/JEIT161317
Abstract:
To overcome the shortcoming of Intuitionistic Fuzzy C-Means (IFCM) that it does not take into account the spatial information, a new Kernel-based algorithm with Weighted Spatial Information (KWSI_IFCM) is proposed. Firstly, the constraint of weighted...
Construction of Nonuniform DFT Modulated Filter Banks via Phase Modulation
ZHOU Fang, SHUI Penglang
2017, 39(9): 2169-2174. doi: 10.11999/JEIT170040
Abstract:
Owing to its flexible frequency decomposition ability, nonuniform filter banks are widely applied to speech and image signal processing. However, the nonuniform Discrete Fourier Transform (DFT) modulated filter bank can not be constructed by directly...
The Design of Sub Region FFT Beam Forming Algorithm of 3D-sonar
YU Difei, HUANG Haining, ZHANG Chunhua, WU Changrui
2017, 39(9): 2175-2181. doi: 10.11999/JEIT161132
Abstract:
In order to solve the problem that traditional uniform FFT beamforming algorithm reduces the resolution of 3-D sonar imaging, this paper presents a sub-region FFT beamforming algorithm. In the far field, the imaging area is partitioned into multiple ...
Single Channel Circular SAR Moving Targets Detection Based on Background Subtraction Algorithm
HONG Wen, SHEN Wenjie, LIN Yun, BAO Qian
2017, 39(9): 2182-2189. doi: 10.11999/JEIT161300
Abstract:
As a new high resolution ground imaging technique, Circular Synthetic Aperture Radar (CSAR) is capable of long time observation and retrieving the information of the targets. By taking the long time observation advantage, a new moving target detectin...
Range Ambiguity Suppression Based on Two-dimensional Phase Coding
LI Jian, SUN Guangcai, JING Guobin, XING Mengdao
2017, 39(9): 2190-2196. doi: 10.11999/JEIT161056
Abstract:
Based on a two-dimensional phase coding, a novel range ambiguity suppression method is proposed. By transmitting two-dimensional phase coded signals and demodulating the received signals, the two-dimensional spectrum of the range ambiguity is shifted...
Approach to Moving Targets Shadow Detection for VideoSAR
ZHANG Ying, ZHU Daiyin, YU Xiang, MAO Xinhua
2017, 39(9): 2197-2202. doi: 10.11999/JEIT161394
Abstract:
In the image sequence obtained by the high frame rate Video Synthetic Aperture Radar (VideoSAR) mode, the Doppler shift results in some shadows of the moving targets in their actual position, and a strong correlation exists between adjacent frames. B...
Downward-looking 3D Imaging Processing of Sparse Array SAR Based on Modified Uniformly Redundant Arrays Positive and Negative Coding
TIAN He, LI Daojing, PAN Jie, ZHOU Jianwei
2017, 39(9): 2203-2211. doi: 10.11999/JEIT161209
Abstract:
The three-dimensional (3D) imaging of airborne sparse array SAR is studied. In order to avoid data redundancy, high Pulse Repetition Frequency (PRF) and motion compensation caused by aperture synthesis, the Modified Uniformly Redundant Arrays (MURA) ...
Wald Tester for Signal Detection in the Presence of Target-induced Interference
YANG Haifeng, XIE Wenchong, TANG Tang, LUO Yuwen, LIU Weijian, WANG Yongliang
2017, 39(9): 2212-2218. doi: 10.11999/JEIT161333
Abstract:
In radar system, the target-induced interference often arises due to multipath effect or non-ideal transmit waveform of Multiple-Input Multiple-Output (MIMO) radar. For the issue of detecting a target with target-induced interference, the detectors a...
Spatial Sparsity Based Method on Calibration of Direction-dependent Array Errors
LI Cunxu, CHEN Baixiao
2017, 39(9): 2219-2224. doi: 10.11999/JEIT161318
Abstract:
For calibration of direction-dependent gain-phase errors, with a few precisely calibrated instrumental sensors, a method that jointly estimates the direction-dependent gain-phase errors and the target azimuth by spatial sparsity of the signal is prop...
Narrowband Aircraft Targets Feature Extraction and Classification Based on Time-frequency Analysis
ZHAO Yue, CHEN Zhichun, JIU Bo, ZHANG Lei, LIU Hongwei, LI Zhenfang
2017, 39(9): 2225-2231. doi: 10.11999/JEIT161204
Abstract:
A new feature extraction method based on time-frequency analysis is proposed for aircraft targets classification under low signal-to-noise ratio. This method uses the variances of time-domain modulation periods of jet aircraft, propeller aircraft and...
A Method of Calibration of SAR Altimeter
CHEN Hua, GUO Wei, YANG Shuangbao, XU Ke, XU Xiyu, SHI Lingwei, WANG Lei
2017, 39(9): 2232-2237. doi: 10.11999/JEIT161363
Abstract:
The key invoation technology of Synthetic Aperture Radar ALtimeter (SARAL) are Doppler-beam sharppen and delay/doppler range compensation. The combination of these two technologies makes it has high along-track resolution and high precision in height...
Influence of Multiple Scattering Centers with Various Attributes on Radar Angular Measurements
GUO Kunyi, NIU Tongyao, SHENG Xinqing
2017, 39(9): 2238-2244. doi: 10.11999/JEIT161223
Abstract:
Angular glints are the main error sources for radar angular measurement in the terminal guidance, which may result larger tracking error or even lead to losses of the tracking if mishandled. Although the angle glint can be suppressed to some extent t...
Fault Tolerant Algorithm of Higher-order Method of Moments
CHEN Yan, LIN Zhongchao, ZHANG Yu, ZHAO Xunwang
2017, 39(9): 2245-2251. doi: 10.11999/JEIT161308
Abstract:
The large scale parallel electromagnetic computation based on the supercomputer is of great significance for solving complicate electromagnetic problems in practical engineering. However, the probability of the process crash event caused by node fail...
The Decoupling Calibration Method Based on Genetic Algorithm of Three Dimensional Electric Field Sensor
LI Bing, PENG Chunrong, LING Biyun, ZHENG Fengjie, CHEN Bo, XIA Shanhong
2017, 39(9): 2252-2258. doi: 10.11999/JEIT161277
Abstract:
The accuracy of three dimensional electric field measurement is greatly influenced by the coupling interference between components of Three Dimension (3D) electric field applied to the electric field sensor. In order to reduce the coupling interferen...
Formal Concept Analysis Based Parallel Reduction Algorithm for MIMO Truth Table
CHEN Zehua, YAN Jixiong, CHAI Jing
2017, 39(9): 2259-2265. doi: 10.11999/JEIT170023
Abstract:
Truth table reduction is one of the key problems in the analysis and design of digital logic circuits, FCA (Formal Concept Analysis) is a tool for data analysis and rule extraction from formal contexts. In this paper, MIMO (Multiple-Input Multiple-Ou...
An Efficient Mixed-mode Test-Per-Clock Scheme
LIU Tieqiao, NIU Xiaoyan, YANG Jie, MAO Feng
2017, 39(9): 2266-2271. doi: 10.11999/JEIT161202
Abstract:
A mixed-mode Test-Per-Clock Built In Self Test (BIST) scheme is proposed. The test consists of two parts: the free Linear Feedback Shift Register (LFSR) pseudo-random test mode and the deterministic test pattern based on controlled LFSR. Pseudo rando...
Location Estimation Model Based on the Transformation from Grid Cells to Place Cells
ZHOU Yang, WU Dewei
2017, 39(9): 2272-2276. doi: 10.11999/JEIT161284
Abstract:
To achieve intelligent and autonomous positioning for the vehicle, this paper presents a location estimation model based on the transformation from grid cells to place cells. Combining with the firing characteristic of the grid cells, place cells, an...
Construction of Zero Correlation Zone Gaussian Integer Sequence Sets Based on Difference Sets
LIU Tao, XU Chengqian, LI Yubo
2017, 39(9): 2277-2281. doi: 10.11999/JEIT161177
Abstract:
A unified construction of Guassian integer sequence sets with Zero Correlation Zone (ZCZ) is presented. Based on difference sets, optimal or almost optimal ZCZ Gaussian integer sequence sets are constructed using shift sequences, whose ZCZ length and...
Multi-band Spectral Subtraction of Speech Enhancement Based on Maximum Posteriori Phase Estimation
LI Zhen, WU Wenjin, ZHANG Qin, REN Hui
2017, 39(9): 2282-2286. doi: 10.11999/JEIT161381
Abstract:
The spectral subtraction speech enhancement is extensively used due to its simplicity and easy to implement. The principle of this method is to subtract the estimated magnitude of the noise from the magnitude of the noisy signal, but the phase of the...