首页 > 最新文献

2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)最新文献

英文 中文
Near-field coupling characteristics of typical radio communication antennas 典型无线电通信天线的近场耦合特性
Xie Fei, Wang Xiaopan, Chen Xufeng, Wang Wei
In modern communication system, electromagnetic equipment is centralized arranged, near-field coupling effect among the various radio communication antennas cannot be ignored. In this paper, by means of numerical simulation and actual test, the coupling effects are simulated to study the near-field coupling effect of antennas in following situations: between two shortwave bipolar antennas, between the LPDA and VHF dipole antenna, and between two VHF line antennas when polarization directions have a difference of 45 degrees. The near-field coupling property regularities of radio antennas with the typical property frequency and pitch variation are summed up, and some simulation experiment is carried out.
在现代通信系统中,电磁设备集中布置,各无线电通信天线之间的近场耦合效应不可忽视。本文通过数值模拟和实际试验,模拟了天线在以下几种情况下的近场耦合效应:两个短波双极天线之间、LPDA与甚高频偶极天线之间以及两个甚高频线天线极化方向相差45度时的近场耦合效应。总结了具有典型特性频率和基音变化的无线电天线近场耦合特性规律,并进行了仿真实验。
{"title":"Near-field coupling characteristics of typical radio communication antennas","authors":"Xie Fei, Wang Xiaopan, Chen Xufeng, Wang Wei","doi":"10.1109/ICEICT.2016.7879733","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879733","url":null,"abstract":"In modern communication system, electromagnetic equipment is centralized arranged, near-field coupling effect among the various radio communication antennas cannot be ignored. In this paper, by means of numerical simulation and actual test, the coupling effects are simulated to study the near-field coupling effect of antennas in following situations: between two shortwave bipolar antennas, between the LPDA and VHF dipole antenna, and between two VHF line antennas when polarization directions have a difference of 45 degrees. The near-field coupling property regularities of radio antennas with the typical property frequency and pitch variation are summed up, and some simulation experiment is carried out.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133814099","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: 2
Optimization design of communication-radar integrated waveform generation system 通信-雷达集成波形产生系统的优化设计
Z. Dou, Xiaokang Zhong, Wenxu Zhang, Jianbo Hu
With the increasingly complex electromagnetic and transmission environment, in order to reduce the volume of the platform and the mutual interference of the communication radar signals, the demand of the integrated platform is more and more strong. Based on the integrated method of radar communication, three kinds of ways of integration are summarized, and the existing design scheme is introduced in the paper. And then analysis of the program found output frequency instability problems by using direct digital frequency synthesis technology. Therefore, we propose the integration system optimization design based on FPGA and DSP to control DDS. The stability of output frequency is improved by the feedback of the system, and the stability of the output frequency is increased. The simulation results show that the proposed scheme has a better stabilizing effect on the output frequency.
随着电磁和传输环境的日益复杂,为了减少平台的体积和通信雷达信号的相互干扰,对集成平台的需求越来越强烈。基于雷达通信的集成方法,总结了三种集成方式,并介绍了现有的设计方案。然后对程序进行分析,发现采用直接数字频率合成技术存在输出频率不稳定的问题。因此,我们提出了基于FPGA和DSP的集成系统优化设计来控制DDS。通过系统的反馈,提高了输出频率的稳定性,增加了输出频率的稳定性。仿真结果表明,该方案对输出频率有较好的稳定效果。
{"title":"Optimization design of communication-radar integrated waveform generation system","authors":"Z. Dou, Xiaokang Zhong, Wenxu Zhang, Jianbo Hu","doi":"10.1109/ICEICT.2016.7879758","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879758","url":null,"abstract":"With the increasingly complex electromagnetic and transmission environment, in order to reduce the volume of the platform and the mutual interference of the communication radar signals, the demand of the integrated platform is more and more strong. Based on the integrated method of radar communication, three kinds of ways of integration are summarized, and the existing design scheme is introduced in the paper. And then analysis of the program found output frequency instability problems by using direct digital frequency synthesis technology. Therefore, we propose the integration system optimization design based on FPGA and DSP to control DDS. The stability of output frequency is improved by the feedback of the system, and the stability of the output frequency is increased. The simulation results show that the proposed scheme has a better stabilizing effect on the output frequency.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"362 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115943326","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: 2
Robust centralized and weighted measurement fusion steady-state Kalman estimators with uncertain linearly correlated white noises 具有不确定线性相关白噪声的鲁棒集中加权测量融合稳态卡尔曼估计
Xuemei Wang, Z. Deng
For the multisensor systems with uncertain-variance linearly correlated white noises, according to the minimax robust estimation principle, applying the weighted least squares(WLS) and the full-rank decomposition of matrix, the robust centralized fusion and weighted measurement fusion steady-state Kalman estimators (filter, predictor and smoother) are presented in a unified framework. Their equivalence and accuracy relations are proved. Applying the Lyapunov equation approach, their robustness is proved in the sense that their actual estimation error variances are guaranteed to have a minimal upper bound for all admissible uncertain noise variances. A simulation example to tracking system verifies their correctness and effectiveness.
针对具有不确定方差线性相关白噪声的多传感器系统,根据极大极小鲁棒估计原理,应用加权最小二乘和矩阵的全秩分解,在统一的框架下给出了鲁棒集中融合和加权测量融合稳态卡尔曼估计(滤波、预测和平滑)。证明了它们的等价性和精度关系。应用Lyapunov方程方法,证明了它们的鲁棒性,即它们的实际估计误差方差对于所有允许的不确定噪声方差都保证有最小上界。通过跟踪系统的仿真实例验证了该方法的正确性和有效性。
{"title":"Robust centralized and weighted measurement fusion steady-state Kalman estimators with uncertain linearly correlated white noises","authors":"Xuemei Wang, Z. Deng","doi":"10.1109/ICEICT.2016.7879702","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879702","url":null,"abstract":"For the multisensor systems with uncertain-variance linearly correlated white noises, according to the minimax robust estimation principle, applying the weighted least squares(WLS) and the full-rank decomposition of matrix, the robust centralized fusion and weighted measurement fusion steady-state Kalman estimators (filter, predictor and smoother) are presented in a unified framework. Their equivalence and accuracy relations are proved. Applying the Lyapunov equation approach, their robustness is proved in the sense that their actual estimation error variances are guaranteed to have a minimal upper bound for all admissible uncertain noise variances. A simulation example to tracking system verifies their correctness and effectiveness.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116683415","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 composite spiral antenna loaded with a new type reflector in Ku-band 加载新型ku波段反射面复合螺旋天线的设计
J. Fu, Meng Chang, Peng Li, Weidong Kong
In this paper, we proposed a composite structure spiral antenna whose working band covers the entire Ku band. The design of the antenna is the composite of equiangular spiral and Archimedes spiral: The internal of antenna element is with equiangular spiral, and the external of is with Archimedes spiral. So the size of antenna plane is reduced effectively. Furthermore, in order to suppress the back forward radiation of the antenna and to achieve the balanced feed, we designed the improved reflector cavity structure and exponential gradient Balun. Simulation results show that the far-field gain of the antenna is higher than 5dB, and the VSWR is less than 2.5dB in the Ku band.
本文提出了一种工作波段覆盖整个Ku波段的复合结构螺旋天线。天线的设计是等角螺旋和阿基米德螺旋的组合:天线元件内部为等角螺旋,外部为阿基米德螺旋。从而有效地减小了天线平面的尺寸。此外,为了抑制天线的前向辐射,实现平衡馈电,我们设计了改进的反射腔结构和指数梯度Balun。仿真结果表明,该天线的远场增益大于5dB,在Ku频段的驻波比小于2.5dB。
{"title":"Design of composite spiral antenna loaded with a new type reflector in Ku-band","authors":"J. Fu, Meng Chang, Peng Li, Weidong Kong","doi":"10.1109/ICEICT.2016.7879769","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879769","url":null,"abstract":"In this paper, we proposed a composite structure spiral antenna whose working band covers the entire Ku band. The design of the antenna is the composite of equiangular spiral and Archimedes spiral: The internal of antenna element is with equiangular spiral, and the external of is with Archimedes spiral. So the size of antenna plane is reduced effectively. Furthermore, in order to suppress the back forward radiation of the antenna and to achieve the balanced feed, we designed the improved reflector cavity structure and exponential gradient Balun. Simulation results show that the far-field gain of the antenna is higher than 5dB, and the VSWR is less than 2.5dB in the Ku band.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"3 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116746078","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
Array antenna pattern synthesis method based on intelligent algorithm 基于智能算法的阵列天线方向图合成方法
Zhang He, Z. Hua, L. Hongmei, Liu Beijia, Wu Qun
The paper introduced the basic theories of intelligent algorithms, equally spaced linear antenna array and antenna pattern synthesis principle, also introduced the related omni-directional antenna. The procedure, parameter settings, characteristics of genetic algorithm and the neural network algorithms were demonstrated that used in the pattern synthesis, then the simulation programs were given. In the experimental stage, three groups of three different DOA of interference signal were applied to the antenna array model, respectively. The genetic algorithm and neural network algorithm were applied to the array pattern that simulated, then the simulation results were statisticed to compare their accuracy and robustness. At the same time, the linear antenna array model was established by the FEKO simulation software, whose antenna element is omni-directional COCO antenna whose center frequency is 1.8GHz. The weight coefficient produced by genetic algorithm and neural network algorithm were applied to the excitation voltage of every array elements, whose amplitude and phase is controlled by the weight coefficient. Then the results were analyzed which came from the two intelligent algorithms with different interference signals.
本文介绍了智能算法的基本理论、等间距线性天线阵列和天线方向图合成原理,并介绍了相关的全向天线。介绍了遗传算法和神经网络算法在模式综合中的应用过程、参数设置、特点,并给出了仿真程序。在实验阶段,对天线阵模型分别施加三组三种不同DOA的干扰信号。将遗传算法和神经网络算法应用于模拟的阵列方向图,并对仿真结果进行统计,比较其精度和鲁棒性。同时,利用FEKO仿真软件建立线性天线阵模型,天线单元为中心频率为1.8GHz的全向COCO天线。将遗传算法和神经网络算法产生的权系数应用于阵列各单元的激励电压,通过权系数控制各单元的幅值和相位。然后对两种智能算法在不同干扰信号下的结果进行了分析。
{"title":"Array antenna pattern synthesis method based on intelligent algorithm","authors":"Zhang He, Z. Hua, L. Hongmei, Liu Beijia, Wu Qun","doi":"10.1109/ICEICT.2016.7879764","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879764","url":null,"abstract":"The paper introduced the basic theories of intelligent algorithms, equally spaced linear antenna array and antenna pattern synthesis principle, also introduced the related omni-directional antenna. The procedure, parameter settings, characteristics of genetic algorithm and the neural network algorithms were demonstrated that used in the pattern synthesis, then the simulation programs were given. In the experimental stage, three groups of three different DOA of interference signal were applied to the antenna array model, respectively. The genetic algorithm and neural network algorithm were applied to the array pattern that simulated, then the simulation results were statisticed to compare their accuracy and robustness. At the same time, the linear antenna array model was established by the FEKO simulation software, whose antenna element is omni-directional COCO antenna whose center frequency is 1.8GHz. The weight coefficient produced by genetic algorithm and neural network algorithm were applied to the excitation voltage of every array elements, whose amplitude and phase is controlled by the weight coefficient. Then the results were analyzed which came from the two intelligent algorithms with different interference signals.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"68 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114529319","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
An uncertain data model construction method based on nonparametric estimation 一种基于非参数估计的不确定数据模型构建方法
Yuan Cheng, Ronghua Chi, Suxia Zhu
Uncertain data may exist in many application fields, due to the inaccurate raw data, the use of coarse-grained data set, for the purposes of privacy protection, and the data integration etc. The original features of the data may be changed or ignored if the uncertainties were mishandled. Therefore the effective management and analysis of uncertain objects should rely on an appropriate uncertain data model depicting the characteristic of uncertainties. For the uncertainties in the values of data attributes, this paper proposed an uncertain data model construction method based on nonparametric estimation, which can represent the uncertainty distribution characteristic efficiently without assuming the data distribution. And the effectiveness of the proposed algorithm was verified through the experiments on UCI and real data sets.
由于原始数据不准确、使用粗粒度数据集、出于隐私保护和数据集成等目的,在许多应用领域都可能存在不确定性数据。如果不确定性处理不当,可能会改变或忽略数据的原始特征。因此,要对不确定对象进行有效的管理和分析,就必须建立一个合适的不确定数据模型来描述不确定性的特征。针对数据属性值的不确定性,提出了一种基于非参数估计的不确定数据模型构建方法,该方法可以在不假设数据分布的情况下有效地表示不确定性分布特征。并通过在UCI和真实数据集上的实验验证了该算法的有效性。
{"title":"An uncertain data model construction method based on nonparametric estimation","authors":"Yuan Cheng, Ronghua Chi, Suxia Zhu","doi":"10.1109/ICEICT.2016.7879722","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879722","url":null,"abstract":"Uncertain data may exist in many application fields, due to the inaccurate raw data, the use of coarse-grained data set, for the purposes of privacy protection, and the data integration etc. The original features of the data may be changed or ignored if the uncertainties were mishandled. Therefore the effective management and analysis of uncertain objects should rely on an appropriate uncertain data model depicting the characteristic of uncertainties. For the uncertainties in the values of data attributes, this paper proposed an uncertain data model construction method based on nonparametric estimation, which can represent the uncertainty distribution characteristic efficiently without assuming the data distribution. And the effectiveness of the proposed algorithm was verified through the experiments on UCI and real data sets.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127635035","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
The strong RF signal cancellation based on LMS adaptive filtering algorithm 基于LMS自适应滤波算法的强射频信号对消
Hua Jianjiang, Yang Zhibang
As the strong Radio Frequency (RF) signal is harmful for the signal receiving device, it is very important to cancel the strong RF signal before it is received by the device. According to the principle that any signal can be composed by two orthorhombic signals, this paper proposes a strong RF signal cancellation algorithm based on the Least Mean Square (LMS) adaptive filtering algorithm. The proposed algorithm works on the analog circuit, it could cancel the strong RF signal at the radio front end. The simulation results show that the proposed algorithm can cancel the strong RF signal effectively. Moreover, the proposed algorithm has no strict requirement on the circuit design and is easy to be realized.
由于强射频信号对信号接收设备是有害的,因此在强射频信号被设备接收之前对其进行消去是非常重要的。根据任意信号都可以由两个正交信号组成的原理,提出了一种基于最小均方自适应滤波算法的强射频信号对消算法。该算法工作在模拟电路上,能够有效地消除射频前端的强射频信号。仿真结果表明,该算法能有效地消除强射频信号。该算法对电路设计没有严格要求,易于实现。
{"title":"The strong RF signal cancellation based on LMS adaptive filtering algorithm","authors":"Hua Jianjiang, Yang Zhibang","doi":"10.1109/ICEICT.2016.7879749","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879749","url":null,"abstract":"As the strong Radio Frequency (RF) signal is harmful for the signal receiving device, it is very important to cancel the strong RF signal before it is received by the device. According to the principle that any signal can be composed by two orthorhombic signals, this paper proposes a strong RF signal cancellation algorithm based on the Least Mean Square (LMS) adaptive filtering algorithm. The proposed algorithm works on the analog circuit, it could cancel the strong RF signal at the radio front end. The simulation results show that the proposed algorithm can cancel the strong RF signal effectively. Moreover, the proposed algorithm has no strict requirement on the circuit design and is easy to be realized.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125180424","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: 2
Strategies on TDMA slot allocation in underwater acoustic networks 水声网络中TDMA时隙分配策略
L. Tong, Zhu Xiujing, Zhang Linbo
Due to the low speed of sound in water, underwater acoustic networks (UWANs) have large propagation delays as compared to terrestrial networks. In this paper, we propose the strategies on TDMA slot allocation in underwater acoustic networks that utilize diversity of node position and large propagation delays of the underwater channel to facilitate concurrent transmission and achieve the maximum possible throughput. First, we propose non-slotted TDMA strategy in underwater acoustic networks. Specifically, we specify the constraints that the strategies need to satisfy to avoid conflicts and model these constrains into a set of difference equations. Second, we use the Bellman-Ford algorithm to solve difference equations and get transmission schedule. Finally, we study the throughput of ring networks using the non-slotted TDMA strategy.
由于声音在水中的传播速度较低,水声网络(uwan)与地面网络相比具有较大的传播延迟。在本文中,我们提出了利用水下信道的节点位置多样性和大传播延迟来促进并发传输和实现最大吞吐量的水声网络TDMA时隙分配策略。首先,我们提出了水声网络中的无槽时分多址策略。具体地说,我们指定策略需要满足的约束以避免冲突,并将这些约束建模为一组差分方程。其次,利用Bellman-Ford算法求解差分方程,得到传输调度。最后,我们研究了采用无槽TDMA策略的环形网络的吞吐量。
{"title":"Strategies on TDMA slot allocation in underwater acoustic networks","authors":"L. Tong, Zhu Xiujing, Zhang Linbo","doi":"10.1109/ICEICT.2016.7879672","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879672","url":null,"abstract":"Due to the low speed of sound in water, underwater acoustic networks (UWANs) have large propagation delays as compared to terrestrial networks. In this paper, we propose the strategies on TDMA slot allocation in underwater acoustic networks that utilize diversity of node position and large propagation delays of the underwater channel to facilitate concurrent transmission and achieve the maximum possible throughput. First, we propose non-slotted TDMA strategy in underwater acoustic networks. Specifically, we specify the constraints that the strategies need to satisfy to avoid conflicts and model these constrains into a set of difference equations. Second, we use the Bellman-Ford algorithm to solve difference equations and get transmission schedule. Finally, we study the throughput of ring networks using the non-slotted TDMA strategy.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131177884","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
Automatic recognition of communication signal modulation based on neural network 基于神经网络的通信信号调制自动识别
Xiaolei Zhu, Yun Lin, Z. Dou
In order to solve the problem of low modulation recognition rate of digital communication signals and the difficulty of selecting the appropriate decision threshold, the paper features a recognition method for communication signal modulation. The paper constructs characteristic parameters for recognizing signals in the cyclic frequency domain, and uses a 3-layer neural network as a classifier to identify the modulation mode. The experiment indicates that it can recognize 2FSK, 4FSK, 8FSK, BPSK, QPSK, MSK and 2ASK When signal to noise ratio (SNR) is higher than 0 dB, the recognition rate achieves 95%. The results suggest that recognition of communication signal modulation based on neural network is accurate and feasible.
为了解决数字通信信号调制识别率低和判断阈值难以选择的问题,本文提出了一种通信信号调制识别方法。本文构建了循环频域信号识别的特征参数,并采用三层神经网络作为分类器对调制方式进行识别。实验表明,该方法可以识别2FSK、4FSK、8FSK、BPSK、QPSK、MSK和2ASK,当信噪比(SNR)大于0 dB时,识别率达到95%。结果表明,基于神经网络的通信信号调制识别是准确可行的。
{"title":"Automatic recognition of communication signal modulation based on neural network","authors":"Xiaolei Zhu, Yun Lin, Z. Dou","doi":"10.1109/ICEICT.2016.7879688","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879688","url":null,"abstract":"In order to solve the problem of low modulation recognition rate of digital communication signals and the difficulty of selecting the appropriate decision threshold, the paper features a recognition method for communication signal modulation. The paper constructs characteristic parameters for recognizing signals in the cyclic frequency domain, and uses a 3-layer neural network as a classifier to identify the modulation mode. The experiment indicates that it can recognize 2FSK, 4FSK, 8FSK, BPSK, QPSK, MSK and 2ASK When signal to noise ratio (SNR) is higher than 0 dB, the recognition rate achieves 95%. The results suggest that recognition of communication signal modulation based on neural network is accurate and feasible.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132844265","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: 11
The method research of signal recognition based on information entropy and grey relational analysis 基于信息熵和灰色关联分析的信号识别方法研究
Xuhong Yin, Yun Lin, Z. Dou
In this paper, we base the grey relational analysis and interval number as a method for recognizing the digital signal modulation. Firstly, the wavelet energy spectrum entropy, power spectrum entropy and bispectral entropy are selected as the characteristic of the signal modulation type. Then, considering the situation of the received signal is not stable, this paper combined the idea of interval number with the sequences of the grey relational analysis. Finally, this paper analyzed the recognition results of the classical grey relational analysis and grey relational analysis based on the interval number theory. The simulation experiment indicates that the grey relational analysis can be applied to the communication signal modulation recognition.
本文提出了基于灰色关联分析和区间数的数字信号调制识别方法。首先,选取小波能量谱熵、功率谱熵和双谱熵作为信号调制类型的特征;然后,考虑到接收信号不稳定的情况,本文将区间数的思想与灰色关联分析的序列相结合。最后,对经典灰色关联分析和基于区间数理论的灰色关联分析的识别结果进行了分析。仿真实验表明,灰色关联分析可以应用于通信信号调制识别。
{"title":"The method research of signal recognition based on information entropy and grey relational analysis","authors":"Xuhong Yin, Yun Lin, Z. Dou","doi":"10.1109/ICEICT.2016.7879724","DOIUrl":"https://doi.org/10.1109/ICEICT.2016.7879724","url":null,"abstract":"In this paper, we base the grey relational analysis and interval number as a method for recognizing the digital signal modulation. Firstly, the wavelet energy spectrum entropy, power spectrum entropy and bispectral entropy are selected as the characteristic of the signal modulation type. Then, considering the situation of the received signal is not stable, this paper combined the idea of interval number with the sequences of the grey relational analysis. Finally, this paper analyzed the recognition results of the classical grey relational analysis and grey relational analysis based on the interval number theory. The simulation experiment indicates that the grey relational analysis can be applied to the communication signal modulation recognition.","PeriodicalId":224387,"journal":{"name":"2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134390615","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: 2
期刊
2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT)
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