2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)最新文献_第10页

CSP Based Extraction and F-Score Based Optimization of Time-Frequency Power Features for EEG Mental Task Classification 基于CSP的脑电心理任务时频功率特征提取与f -评分优化

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.179

Xinjie Wang, Lin Ma, Haifeng Li, M. Wu

{"title":"CSP Based Extraction and F-Score Based Optimization of Time-Frequency Power Features for EEG Mental Task Classification","authors":"Xinjie Wang, Lin Ma, Haifeng Li, M. Wu","doi":"10.1109/IMCCC.2015.179","DOIUrl":"https://doi.org/10.1109/IMCCC.2015.179","url":null,"abstract":"Aiming the mental tasks recognition tasks in brain computer interface (BCI), this paper proposes an Electroencephalography (EEG) feature extraction method which makes use of the discriminative common spatial patterns (CSP). Apart from CSP analysis's traditional application in time domain, it is extended to consider frequency domain information of EEG signal. After an artifact removal through the independent component analysis (ICA), the multichannel EEG signals are decomposed into a set of spatial patterns by CSP analysis, and the logarithmic frequency domain and time domain power distributions are calculated. Time-frequency power features are extracted on these distributions and optimized by a F-score method. Comparing with the traditional CSP methods, the proposed method not only retained the time domain variance features, but also induced the frequency band power features. Since F-score is easy and fast to calculate, and the F-score based method can quickly select more effective features from high dimensional data, depending on the importance and the discriminative ability of each data pattern. In our method, the F-score algorithm is also used to solve the traditional CSP problems such as the definition of common pattern number. The proposed method was tested on a five-task cognitive state analysis problem, and a recognition accuracy of 89.4% was achieved, that well approved the effectiveness and versatility of the proposed method.","PeriodicalId":438549,"journal":{"name":"2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129576948","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

The Analysis of Magnetic Field Intensity and Induced Current under Live Working Based on the Finite Element Method 基于有限元法的带电工作磁场强度和感应电流分析

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.47

Yuanxiang Luo, Ruiguo Chen, Yidong Zhu, Jingui Cheng, Meixia Wei

引用次数: 1

Exponential Output Synchronization of Complex Dynamical Networks with Time-Varying Delay via Pinning Control 基于钉住控制的时变时滞复杂动态网络指数输出同步

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.9

Yanling Guo

引用次数: 1

Simulation of Current Distribution in Parallel Single-Core Cables Based on Finite Element Method 基于有限元法的并联单芯电缆电流分布仿真

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.94

Z. Li, X. Zhong, Jian Xia, R. Bian, Shize Xu, Jiong Cao

引用次数: 7

Research and Improvement of TH Precoding in MIMO System MIMO系统中TH预编码的研究与改进

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.220

Liu Hanchao, Li Xin, Xu Zhenlong, Zhang Guojun

引用次数: 0

The Study on Construction for Reverse Logistics Network of Waste Household Appliances 废旧家电逆向物流网络构建研究

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.174

Zhuo Dai, Hong-mei Dai

引用次数: 1

Research on Key State Parameters Estimation of Electric Vehicle ESP Based on Multi-sensor 基于多传感器的电动汽车ESP关键状态参数估计研究

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.13

Wang Cheng, Song Chuan-xue, L. Jianhua

{"title":"Research on Key State Parameters Estimation of Electric Vehicle ESP Based on Multi-sensor","authors":"Wang Cheng, Song Chuan-xue, L. Jianhua","doi":"10.1109/IMCCC.2015.13","DOIUrl":"https://doi.org/10.1109/IMCCC.2015.13","url":null,"abstract":"In order to enhance the estimation accuracy and improve the response time of the estimator for the key state parameters estimation of electric vehicle ESP system. A vehicle state estimator was built based on multi-sensor and the improved estimation algorithm. The estimator was used to estimate vehicle speed. A speed estimation model was introduced. The model was made up of three degree of freedom vehicle model, tire force calculation model and road adhesion coefficient calculation model. The mathematical equations of those models were introduced. The improved estimation algorithm was based on two times sigma points sampling of improved UKF. The estimation process was introduced including initialization, forecast and update. The state space equations of electric vehicle were established in accordance with the requirements of speed estimation. A simulation model was built based on Carsim and Simulink software. Combined simulation experiments were made including the speed of 55 kilometers and 95 kilometers per hour simulation experiment. The experimental results shown that the estimated speed could follow the actual speed timely and accurately. The improved estimation method was fit for ESP of electric vehicle.","PeriodicalId":438549,"journal":{"name":"2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127100528","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

Remote Monitor of Farmland Irrigation Three-Phase Motor Based on the GSM Module 基于GSM模块的农田灌溉三相电机远程监控

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.378

Zhonghu Yuan, Zhimin Zhang, Xiaowei Han, Zhenglu, Dongzheng Wang

引用次数: 7

Multi-objective Coordinated Design of TCSC and SVC for Improving Transient Stability 提高暂态稳定性的TCSC和SVC多目标协调设计

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.59

Ma Hanyi, Du Chen

引用次数: 4

Based on Adaptive Algorithm Is Embedded into the Low Pass Filter APF Harmonic Current Detection 基于自适应算法将APF嵌入到低通滤波器中进行谐波电流检测

2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC) Pub Date : 2015-09-01 DOI: 10.1109/IMCCC.2015.54

Du Yong-quan, Wang Zhongchu, Z. Hu

引用次数: 0