2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)最新文献_第2页

Linearization of Rf power booster by utilizing pre distortion technique of polynomial digital memory 利用多项式数字存储器的预失真技术实现射频功率增强器的线性化

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974784

M. Askari

引用次数: 0

Optimization of Hyper-parameter for CNN Model using Genetic Algorithm 基于遗传算法的CNN模型超参数优化

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974762

J. Yoo, Hyun-Il Yoon, Hyeong-Gyun Kim, Heesu Yoon, Seung-Soo Han

引用次数: 9

Residual Self-Attention for Visual Question Answering 视觉问答的剩余自我注意

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974765

Daojian Zeng, Guanhong Zhou, Jin Wang

{"title":"Residual Self-Attention for Visual Question Answering","authors":"Daojian Zeng, Guanhong Zhou, Jin Wang","doi":"10.1109/ICECIE47765.2019.8974765","DOIUrl":"https://doi.org/10.1109/ICECIE47765.2019.8974765","url":null,"abstract":"Over these years, many attention mechanism-based neural network models have been put forward in the visual question answering (VQA) by some researchers. However, the semantic gap between the multimodality cannot be bridged simply, and the combination of the questions and the images may be arbitrary, which both hinder the jointly representing learning and make the VQA model easy for overfitting. Therefore, in this paper, a multi-stage attention model has been put forward, that is, for the image, the bottom-up attention and residual self-attention for the image itself and the question-guided double-headed soft (top-down) attention method were used to extract the image features; for the question, the pre-trained GloVe word embeddings were used in this paper to represent the semantics and the GRU was used to encode the questions into fixed-length sentence embedding; finally, the image features were fused with the question embedding through the Hadamard product and then input into the sigmoid multi-classifier. The experiment showed that with the model the overall accuracy of 67.26% in the VQA 2.0 dataset was finally achieved, higher than that of other advanced models.","PeriodicalId":154051,"journal":{"name":"2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114917268","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

A Prototype based Hybrid Approach to speed-up Kernel FCM-K 基于原型的混合方法加速内核FCM-K

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974790

K. Mrudula

{"title":"A Prototype based Hybrid Approach to speed-up Kernel FCM-K","authors":"K. Mrudula","doi":"10.1109/ICECIE47765.2019.8974790","DOIUrl":"https://doi.org/10.1109/ICECIE47765.2019.8974790","url":null,"abstract":"Kernel versions of FCM have been proved to be better than FCM in identifying overlapping and linearly inseparable clusters in the input space. Kernel FCM-F (KFCM-F) and Kernel FCM-K (KFCM-K) are the two kernel versions of FCM. In KFCM-F the cluster centers are considered in the feature space, where as in KFCM-K the cluster centers are identified in the kernel space. KFCM-K is superior than KFCM-F w.r.t the clustering quality, but it is not applicable on large data sets because of its quadratic time complexity i.e., $O(n^{2})$ where $n$ is the size of the data set. This paper propose a new prototype based hybrid technique to speed-up KFCM-K for large data sets. The proposed method initially identifies some representative data items from the given data, say $l$ where $l < < n$, in linear time. The conventional kernel FCM-K is then applied over these representatives. As $l < < n$ the clustering time is reduced to $O(n+l^{2})$ from $O(n^{2})$. Experimental study on several benchmark data sets shows that the proposed method converges in less time when compare to conventional KFCM-K, but with a negligible deviation in the clustering quality.","PeriodicalId":154051,"journal":{"name":"2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)","volume":"145 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133836990","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

LiDAR Assisted Camera Inspection of Wind Turbines: Experimental Study 风力涡轮机激光雷达辅助相机检测:实验研究

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974795

Petar Durdevic, D. Ortiz-Arroyo, Zhenyu Yang

引用次数: 6

Angle Measurement of Two Rods in External Fixation Bracket Based on Image Processing 基于图像处理的外固定支架中两根杆的角度测量

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974750

Kaifeng Liu, K. Nagamune, K. Oe

引用次数: 0

Boost Integrated Half-Bridge Soft-Switching DC-DC Converter with Voltage Doubler Output Rectifier 带倍压输出整流器的升压集成半桥软开关DC-DC变换器

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974677

A. Bhat, Hossein Tahmasebi

引用次数: 0

A Development of Measurement System for Radioulnar Instability by Using 3D Electromagnetic Sensor and Pressure Sensor 基于三维电磁传感器和压力传感器的尺桡不稳定性测量系统的研制

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974783

Akito Nakano, K. Nagamune, A. Inui, S. Mukohara, K. Yamaura, R. Kuroda

{"title":"A Development of Measurement System for Radioulnar Instability by Using 3D Electromagnetic Sensor and Pressure Sensor","authors":"Akito Nakano, K. Nagamune, A. Inui, S. Mukohara, K. Yamaura, R. Kuroda","doi":"10.1109/ICECIE47765.2019.8974783","DOIUrl":"https://doi.org/10.1109/ICECIE47765.2019.8974783","url":null,"abstract":"Triangular Fibrocartilage Complex (TFCC) improves stability of the wrist joint. TFCC injures occur due to falling, traffic accident, abuse of wrist at work, long-time sport such as tennis, baseball and so on. A method of treatment of TFCC injuries is almost established. However, diagnosis has many points to be improved. There are imaging and palpation for diagnosing TFCC injuries. Imaging can confirm ligament tear; however, it cannot measure bone movement. On the other hand, there are ballottement test, piano key sign, ulnar fovea sign and so on in palpation methods, but these methods largely depend on doctor's sense and experience. Therefore, it is impossible to diagnose quantitatively yet. This study has developed a measurement system to assess instability of ulna toward palmar side and wrist pressure quantitively in real time by using 3D electromagnetic sensor and pressure sensor. Then, this study has measured instability of healthy people. After that, we analyzed a strain of the measurement. In addition, we confirm the repeatability of strain in healthy people.","PeriodicalId":154051,"journal":{"name":"2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117149643","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

Performance Comparision of Kalman Filter and RLS Models in MPC Applications 卡尔曼滤波与RLS模型在MPC应用中的性能比较

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974674

M. El-gazzar, A. Shamekh, A. Altowati

{"title":"Performance Comparision of Kalman Filter and RLS Models in MPC Applications","authors":"M. El-gazzar, A. Shamekh, A. Altowati","doi":"10.1109/ICECIE47765.2019.8974674","DOIUrl":"https://doi.org/10.1109/ICECIE47765.2019.8974674","url":null,"abstract":"This paper considers a comparison between the Kalman Filter (KF) and the Recursive Least Squares (RLS) models in the design of Model Predictive Control (MPC). The assessment is validated through two industrial applications; a two-coupled tank and binary distillation column systems. The study has conducted several simulation scenarios using Matlab/Simulink software. Linear models are identified for the controlled systems where the input and output variables are subjected to non-stationary measurement of noise. In the first application, the Extended Kalman Filter (EKF) is utilized to provide a state space suboptimal model for the two-coupled tank system. The EKF is suggested as this process is characterized as a nonlinear system. The estimated model is then incorporated with the MPC control law to drive the process outputs to follow their set point trajectories. Similarly, the RLS algorithm was exploited to identify the parameters of multi-input single-output relationships for the aforementioned system. The similar policy was also implemented for the second application, which undertakes the binary distillation column. This system is classified as a linear process in this research, therefore the standard KF is utilized with application. The performance of the designed MPC scenarios, based on the two identification approaches, are evaluated by means of the Integral Squares Error (ISE) performance index","PeriodicalId":154051,"journal":{"name":"2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)","volume":"389 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114504642","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

Development of RGB LED Based Compact Multipurpose Colorimeter for Hemoglobin Estimation of Blood 基于RGB LED的紧凑型多用途血液血红蛋白色度计的研制

2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) Pub Date : 2019-11-01 DOI: 10.1109/ICECIE47765.2019.8974679

Alisha Malhotra, Amandeep Singh Sandhu, Mandeep Singh

引用次数: 3