首页 > 最新文献

2015 IEEE International Conference on Communication Problem-Solving (ICCP)最新文献

英文 中文
Sideband suppression in time-modulated linear array by modified differential evolution algorithm 基于改进差分进化算法的时调制线性阵列边带抑制
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454185
Weilong Liang, Y. Jiao, Li Zhang
A novel approach based on the modified differential evolution (MDE) algorithm is proposed to suppress the sideband radiation of the time-modulated arrays (TMA). In the modified differential evolution algorithm, an adaptive adjustment strategy of parameter CR is used to improve the population diversity and to avoid frapping in local optima. Benchmark functions have been provided to verify the MDE algorithm. By optimizing the static excitation amplitudes as well as the switch-on time sequences through the MDE, the sideband level and sidelobe level of a time modulated linear array can be reduced significantly. The approach is illustrated through a 32-element linear array.
提出了一种基于改进差分进化(MDE)算法抑制时调制阵列边带辐射的新方法。在改进的差分进化算法中,采用了参数CR的自适应调整策略,提高了种群多样性,避免了局部最优点的重叠。提供了基准函数来验证MDE算法。通过MDE优化静态激励幅值和导通时间序列,可以显著降低时调制线性阵列的边带电平和旁瓣电平。该方法通过一个32元素的线性阵列来说明。
{"title":"Sideband suppression in time-modulated linear array by modified differential evolution algorithm","authors":"Weilong Liang, Y. Jiao, Li Zhang","doi":"10.1109/ICCPS.2015.7454185","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454185","url":null,"abstract":"A novel approach based on the modified differential evolution (MDE) algorithm is proposed to suppress the sideband radiation of the time-modulated arrays (TMA). In the modified differential evolution algorithm, an adaptive adjustment strategy of parameter CR is used to improve the population diversity and to avoid frapping in local optima. Benchmark functions have been provided to verify the MDE algorithm. By optimizing the static excitation amplitudes as well as the switch-on time sequences through the MDE, the sideband level and sidelobe level of a time modulated linear array can be reduced significantly. The approach is illustrated through a 32-element linear array.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"745 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117011342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Research on face aging characteristics synthesis based on wavelet and image enhancement 基于小波和图像增强的人脸老化特征合成研究
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454130
Weiping Hu, Rifeng Wang
Facial aging characteristics synthesis is useful for face recognition system. After analyzing characteristics of human face images, image enhancement technology was used to strengthen the details of high frequency part of face image decomposed by wavelet, and Butterworth high-pass filter was used to extract high frequency details of low frequency part, thereby reducing details lost. Experiment results show that aging effect is obvious, and that the algorithm has good robustness, real-time performance and accuracy.
人脸老化特征的合成是人脸识别系统的重要组成部分。在分析人脸图像特征的基础上,利用图像增强技术对小波分解的人脸图像高频部分的细节进行增强,利用巴特沃斯高通滤波对低频部分的高频细节进行提取,减少细节丢失。实验结果表明,该算法具有较好的鲁棒性、实时性和准确性。
{"title":"Research on face aging characteristics synthesis based on wavelet and image enhancement","authors":"Weiping Hu, Rifeng Wang","doi":"10.1109/ICCPS.2015.7454130","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454130","url":null,"abstract":"Facial aging characteristics synthesis is useful for face recognition system. After analyzing characteristics of human face images, image enhancement technology was used to strengthen the details of high frequency part of face image decomposed by wavelet, and Butterworth high-pass filter was used to extract high frequency details of low frequency part, thereby reducing details lost. Experiment results show that aging effect is obvious, and that the algorithm has good robustness, real-time performance and accuracy.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122952594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Compact microstrip antenna with triple-band triple-mode characteristics 具有三波段三模特性的紧凑型微带天线
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454105
W. Cao, J. Jin, T. Yang, Q. Wang
One novel microstrip antenna with triple-band triple-mode (TBTM) is proposed in this paper. In the lower frequency band, the antenna operates in the dipole mode with omnidirectional radiation pattern along the YOZ plane. In the middle frequency band, the antenna operates in the dipole mode with omnidirectional radiation pattern along the XOY plane. While in the upper frequency band, the antenna works in the patch mode with directional radiation patterns along the Z-axis direction. Due to the mutual-coupling periodical circular patches and inductance metal pins connecting the upper and lower patches, the three modes can be excited in three different bands. The surface current distribution is introduced to analyze the antenna working principle. This single-feed single-layer patch antenna has potential application value in wireless communications for its compact structure, multi-band function and diversified radiation patterns.
提出了一种新型的三波段三模微带天线。在较低频段,天线工作在偶极子模式下,沿YOZ平面具有全向辐射方向图。在中频波段,天线工作在偶极子模式,沿XOY平面全向辐射方向图。在上频段,天线工作在贴片模式下,沿z轴方向定向辐射方向图。由于相互耦合的周期性圆形贴片和连接上下贴片的电感金属引脚,三种模式可以在三个不同的频带内被激发。介绍了表面电流分布,分析了天线的工作原理。这种单馈单层贴片天线结构紧凑、多频段功能和辐射方向图多样化,在无线通信中具有潜在的应用价值。
{"title":"Compact microstrip antenna with triple-band triple-mode characteristics","authors":"W. Cao, J. Jin, T. Yang, Q. Wang","doi":"10.1109/ICCPS.2015.7454105","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454105","url":null,"abstract":"One novel microstrip antenna with triple-band triple-mode (TBTM) is proposed in this paper. In the lower frequency band, the antenna operates in the dipole mode with omnidirectional radiation pattern along the YOZ plane. In the middle frequency band, the antenna operates in the dipole mode with omnidirectional radiation pattern along the XOY plane. While in the upper frequency band, the antenna works in the patch mode with directional radiation patterns along the Z-axis direction. Due to the mutual-coupling periodical circular patches and inductance metal pins connecting the upper and lower patches, the three modes can be excited in three different bands. The surface current distribution is introduced to analyze the antenna working principle. This single-feed single-layer patch antenna has potential application value in wireless communications for its compact structure, multi-band function and diversified radiation patterns.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115439704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Support vector machines based composite kernel 基于支持向量机的复合核
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454194
Dingkun Ma, Xinquan Yang, Yin Kuang
In order to raise the adapbility of SVM classification to the specific dataset, a composite kernel is proposed and introduced into SVM, and the parameters are optimized according to “Fisher Discriminant” and “Kernel Alignment”, to maximize the class separability in the empirical feature space and, make composite kernel to be more relevant for the dataset and adapt itself by adjusting its composed coefficient parameters, thus allowing more flexibility in the kernel choice. The performance of support vector machines based composite kernel (CK-SVM) is extensively evaluated on five UCI standard datasets, at the same time, we compare CK-SVM with other existing method and get convincing results, which reveal that the proposed method is a robust and promising classifier.
为了提高支持向量机分类对特定数据集的适应性,提出并在支持向量机中引入复合核,并根据“Fisher判别法”和“核对准法”对参数进行优化,最大限度地提高经验特征空间中的类可分性,并通过调整复合核的组成系数参数,使复合核与数据集的相关性更强,自适应能力更强,从而使核的选择更灵活。在5个UCI标准数据集上对基于支持向量机的复合核支持向量机(CK-SVM)进行了广泛的性能评估,同时将CK-SVM与其他现有方法进行了比较,得到了令人信服的结果,表明该方法是一种鲁棒的分类器。
{"title":"Support vector machines based composite kernel","authors":"Dingkun Ma, Xinquan Yang, Yin Kuang","doi":"10.1109/ICCPS.2015.7454194","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454194","url":null,"abstract":"In order to raise the adapbility of SVM classification to the specific dataset, a composite kernel is proposed and introduced into SVM, and the parameters are optimized according to “Fisher Discriminant” and “Kernel Alignment”, to maximize the class separability in the empirical feature space and, make composite kernel to be more relevant for the dataset and adapt itself by adjusting its composed coefficient parameters, thus allowing more flexibility in the kernel choice. The performance of support vector machines based composite kernel (CK-SVM) is extensively evaluated on five UCI standard datasets, at the same time, we compare CK-SVM with other existing method and get convincing results, which reveal that the proposed method is a robust and promising classifier.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132548224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of wide band microstrip equalizer using spurline 基于杂散线的宽带微带均衡器设计
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454161
Ting Kuang, Xuejiao Wang, Xing Yin, Yuliang Dong
A broad-band microstrip amplitude equalizer with spurline resonators is proposed. The resonator is composed of an open stub and a resistance. As a result of using this new structure, the equalizer not only supports broad-band performance with large equilibrium, but also exhibits an ultra-reduced size compared with the traditional microstrip equalizer. Through numerous simulation experiments by HFSS (High Frequency System Simulator), a broad-band (6 GHz~18 GHz) equalizer has been designed, fabricated and measured. The measurement data generally matches well with the simulated results. It shows that this structure is an effective method of designing microstrip equalizer.
提出了一种带脉冲线谐振器的宽带微带幅度均衡器。谐振器由一个开路短管和一个电阻组成。由于采用这种新结构,均衡器不仅支持大平衡的宽带性能,而且与传统的微带均衡器相比,具有超小的尺寸。通过HFSS (High Frequency System Simulator)的大量仿真实验,设计、制作并测量了一个宽带(6 GHz~18 GHz)均衡器。测量数据与仿真结果基本吻合。结果表明,这种结构是设计微带均衡器的一种有效方法。
{"title":"Design of wide band microstrip equalizer using spurline","authors":"Ting Kuang, Xuejiao Wang, Xing Yin, Yuliang Dong","doi":"10.1109/ICCPS.2015.7454161","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454161","url":null,"abstract":"A broad-band microstrip amplitude equalizer with spurline resonators is proposed. The resonator is composed of an open stub and a resistance. As a result of using this new structure, the equalizer not only supports broad-band performance with large equilibrium, but also exhibits an ultra-reduced size compared with the traditional microstrip equalizer. Through numerous simulation experiments by HFSS (High Frequency System Simulator), a broad-band (6 GHz~18 GHz) equalizer has been designed, fabricated and measured. The measurement data generally matches well with the simulated results. It shows that this structure is an effective method of designing microstrip equalizer.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130880721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Dual-band terahertz metamaterial absorber based on H-shape and double-SRR structure 基于h形和双srr结构的双频太赫兹超材料吸收体
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454128
Yang Kuo, Wei Yu, H. Ao, Zhang Xiao Qin
Composite structures of dual-band metamaterials in the terahertz regime are proposed, which are based on the H shape and double splitting resonator (DSRR) structure. Simulation results show that it can perform absorption peaks at one resonant frequency 0.43 THz with the absorption more than 95%, and at two distinct resonant frequencies 0.84 THz with the absorption more than 85%. Furthermore, the resonance mechanism is studied using equivalent circuits, which is well agree with the simulation results. These models have the advantages of simple structure and strong resonance, which indicate potentially application in the design of multiband terahertz devices.
双频复合结构在太赫兹超材料提出了政权,这是基于H形状和双分裂谐振器(DSRR)结构。仿真结果表明,该方法能在一个共振频率0.43 THz处出现吸收峰,吸光度大于95%;在两个不同的共振频率0.84 THz处出现吸收峰,吸光度大于85%。利用等效电路对谐振机理进行了研究,与仿真结果吻合较好。这些模型具有结构简单、谐振性强等优点,在多频段太赫兹器件设计中具有潜在的应用前景。
{"title":"Dual-band terahertz metamaterial absorber based on H-shape and double-SRR structure","authors":"Yang Kuo, Wei Yu, H. Ao, Zhang Xiao Qin","doi":"10.1109/ICCPS.2015.7454128","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454128","url":null,"abstract":"Composite structures of dual-band metamaterials in the terahertz regime are proposed, which are based on the H shape and double splitting resonator (DSRR) structure. Simulation results show that it can perform absorption peaks at one resonant frequency 0.43 THz with the absorption more than 95%, and at two distinct resonant frequencies 0.84 THz with the absorption more than 85%. Furthermore, the resonance mechanism is studied using equivalent circuits, which is well agree with the simulation results. These models have the advantages of simple structure and strong resonance, which indicate potentially application in the design of multiband terahertz devices.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128478301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Peak-to-average power ratio reduction techniques for MIMO-OFDM systems with STBC/SFBC 带有STBC/SFBC的MIMO-OFDM系统的峰均功率比降低技术
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454224
Y. Ouyang, Hungkai Ding
Multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems is a very attractive technique with high spectrum utilization and robust immunity against multi-path interference. However, one of the main problems of MIMO-OFDM is the high peak-to-average power ratio (PAPR) in the transmit signals. In this paper, we propose novel structures with more degrees of freedom to reduce PAPR, based on space-time block code (STBC) and space-frequency block code (SFBC). From the simulation results, we can see that the proposed scheme has better PAPR reduction performance of approximately 1dB then other traditional method. The BER simulation results also show that the proposed combining scheme is suitable for all proposed STBC/SFBC patterns, and performs as well as Alamouti combining scheme.
多输入多输出(MIMO)正交频分复用(OFDM)系统具有频谱利用率高、抗多径干扰能力强等优点,是一种非常有吸引力的技术。然而,MIMO-OFDM的主要问题之一是发射信号的峰值平均功率比(PAPR)过高。本文在空时分组码(STBC)和空频分组码(SFBC)的基础上,提出了具有更多自由度的新型结构来降低PAPR。仿真结果表明,该方案比其他传统方法具有更好的PAPR降噪性能,降噪幅度约为1dB。仿真结果表明,该组合方案适用于所有的STBC/SFBC模式,并具有Alamouti组合方案的良好性能。
{"title":"Peak-to-average power ratio reduction techniques for MIMO-OFDM systems with STBC/SFBC","authors":"Y. Ouyang, Hungkai Ding","doi":"10.1109/ICCPS.2015.7454224","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454224","url":null,"abstract":"Multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems is a very attractive technique with high spectrum utilization and robust immunity against multi-path interference. However, one of the main problems of MIMO-OFDM is the high peak-to-average power ratio (PAPR) in the transmit signals. In this paper, we propose novel structures with more degrees of freedom to reduce PAPR, based on space-time block code (STBC) and space-frequency block code (SFBC). From the simulation results, we can see that the proposed scheme has better PAPR reduction performance of approximately 1dB then other traditional method. The BER simulation results also show that the proposed combining scheme is suitable for all proposed STBC/SFBC patterns, and performs as well as Alamouti combining scheme.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123723300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Compact dual-band LTCC filter using folded resonators 采用折叠谐振器的紧凑双带LTCC滤波器
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454155
Fangzhou Guo, L. Xia, R. Xu
This paper presents a dual-band bandpass compact low temperature co-fired ceramic (LTCC) filter using folded resonators. The passband of the proposed filter centred at 2.45 GHz and 5.2 GHz, and three transmission zeroes are generated. It is easy to couple the Π-type resonators of the proposed structure compared with the planar form. The filter is miniaturized by using the LTCC multilayers structure, and the size of the circuit is 5.5× 5.1 × 2.3 mm3.
提出了一种采用折叠谐振腔的双带通低温共烧陶瓷(LTCC)滤波器。该滤波器的通带集中在2.45 GHz和5.2 GHz,并产生了三个传输零点。与平面结构相比,该结构的Π-type谐振器易于耦合。滤波器采用LTCC多层结构实现小型化,电路尺寸为5.5× 5.1 × 2.3 mm3。
{"title":"Compact dual-band LTCC filter using folded resonators","authors":"Fangzhou Guo, L. Xia, R. Xu","doi":"10.1109/ICCPS.2015.7454155","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454155","url":null,"abstract":"This paper presents a dual-band bandpass compact low temperature co-fired ceramic (LTCC) filter using folded resonators. The passband of the proposed filter centred at 2.45 GHz and 5.2 GHz, and three transmission zeroes are generated. It is easy to couple the Π-type resonators of the proposed structure compared with the planar form. The filter is miniaturized by using the LTCC multilayers structure, and the size of the circuit is 5.5× 5.1 × 2.3 mm3.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126758209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of microstrip array antenna for angle measurement based on dual-baseline method 基于双基线法的微带阵列测角天线设计
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454151
Yong-qi Wang, Xing Jiang, Xiao-lei Zhao, Xin Liao
An angle measurement antenna system, which consists of one transmitter antenna and three receiving antennas on the same substrate, is designed for the automotive anti-collision radar working in the K-band. For antenna design, Dolph-Tchebyscheff weighting method is used for its perfect balance between low side-lobe and high antenna gain. Besides, the dual-baseline method is adopted in the layout of four antennas to improve the angle measurement accuracy and widen the angle measurement range. At last, the antenna system is simulated and optimized, and the simulated results show that the transmitting antenna works correctly without coupling interference from receiving antennas.
针对工作在k波段的汽车防撞雷达,设计了一种由1个发射天线和3个接收天线在同一基片上构成的角度测量天线系统。在天线设计中,采用道尔夫-切比舍夫加权法,在低旁瓣和高天线增益之间取得了很好的平衡。此外,在四根天线的布局中采用双基线法,提高了角度测量精度,扩大了角度测量范围。最后,对天线系统进行了仿真和优化,仿真结果表明,发射天线工作正常,不受接收天线的耦合干扰。
{"title":"Design of microstrip array antenna for angle measurement based on dual-baseline method","authors":"Yong-qi Wang, Xing Jiang, Xiao-lei Zhao, Xin Liao","doi":"10.1109/ICCPS.2015.7454151","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454151","url":null,"abstract":"An angle measurement antenna system, which consists of one transmitter antenna and three receiving antennas on the same substrate, is designed for the automotive anti-collision radar working in the K-band. For antenna design, Dolph-Tchebyscheff weighting method is used for its perfect balance between low side-lobe and high antenna gain. Besides, the dual-baseline method is adopted in the layout of four antennas to improve the angle measurement accuracy and widen the angle measurement range. At last, the antenna system is simulated and optimized, and the simulated results show that the transmitting antenna works correctly without coupling interference from receiving antennas.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114132864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
P2P flow classification based on wavelet transform 基于小波变换的P2P流分类
Pub Date : 2015-10-01 DOI: 10.1109/ICCPS.2015.7454181
Xiaohan Du, Xiangqin Ou
P2P (Peer-to-Peer) flow classification is very meaningful for network management, performance analysis, quality of service (QoS) melioration, and so on, since P2P applications occupy most traffic of current Internet. Machine learning classification methods have attracted wide attention because of high classification accuracy, and the capability of classifying unknown P2P traffic. Existing machine learning methods mainly use the time domain characters of flows to classify P2P traffic. Experiment results show that this kind of methods has high classification accuracy if the training data and test data are captured from the same network environment. Otherwise, the classification accuracy bears great instability. The main reason is that some time domain characters of flows are instable and sensitive with the change of network environment. To improve the stability of machine learning classification methods, in this paper we carry out a framework of time domain and frequency domain characters based machine learning classification method. In addition to the existing time domain characters, we adopt wavelet transform based frequency domain characters of flows to machine learning classification method. Experiment results show that the proposed framework is sufficiently stable no matter the training data and test data are captured from the same network environment or not.
P2P (Peer-to-Peer)流量分类对于网络管理、性能分析、服务质量(QoS)改善等都具有重要意义,因为P2P应用占据了当前互联网的大部分流量。机器学习分类方法以其较高的分类精度和对未知P2P流量的分类能力而受到广泛关注。现有的机器学习方法主要是利用流的时域特征对P2P流量进行分类。实验结果表明,当训练数据和测试数据来自同一网络环境时,该方法具有较高的分类准确率。否则,分类精度具有很大的不稳定性。其主要原因是流的一些时域特征随着网络环境的变化而变得不稳定和敏感。为了提高机器学习分类方法的稳定性,本文提出了一种基于时域和频域特征的机器学习分类方法框架。在现有的时域特征基础上,采用基于小波变换的流频域特征进行机器学习分类。实验结果表明,无论训练数据和测试数据是否来自同一网络环境,所提框架都具有足够的稳定性。
{"title":"P2P flow classification based on wavelet transform","authors":"Xiaohan Du, Xiangqin Ou","doi":"10.1109/ICCPS.2015.7454181","DOIUrl":"https://doi.org/10.1109/ICCPS.2015.7454181","url":null,"abstract":"P2P (Peer-to-Peer) flow classification is very meaningful for network management, performance analysis, quality of service (QoS) melioration, and so on, since P2P applications occupy most traffic of current Internet. Machine learning classification methods have attracted wide attention because of high classification accuracy, and the capability of classifying unknown P2P traffic. Existing machine learning methods mainly use the time domain characters of flows to classify P2P traffic. Experiment results show that this kind of methods has high classification accuracy if the training data and test data are captured from the same network environment. Otherwise, the classification accuracy bears great instability. The main reason is that some time domain characters of flows are instable and sensitive with the change of network environment. To improve the stability of machine learning classification methods, in this paper we carry out a framework of time domain and frequency domain characters based machine learning classification method. In addition to the existing time domain characters, we adopt wavelet transform based frequency domain characters of flows to machine learning classification method. Experiment results show that the proposed framework is sufficiently stable no matter the training data and test data are captured from the same network environment or not.","PeriodicalId":319991,"journal":{"name":"2015 IEEE International Conference on Communication Problem-Solving (ICCP)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114379413","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
期刊
2015 IEEE International Conference on Communication Problem-Solving (ICCP)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1