{"title":"An Improved Ensemble-learning-based CBIR Algorithm","authors":"Yiwen Xu, Qingxu Lin, Jingquan Huang, Ying Fang","doi":"10.1109/csrswtc50769.2020.9372466","DOIUrl":"https://doi.org/10.1109/csrswtc50769.2020.9372466","url":null,"abstract":"Traditional Content-based Image Retrieval (CBIR) algorithms are based on low-level features of images, which leads to a big margin for improvement in retrieval performance. To solve this problem, we propose a two-stage CBIR algorithm in the paper. Firstly, considering the strong ability of Convolutional Neural Network (CNN) in feature extraction, CNN-based models are established to extract high-level features for image retrieval. Secondly, Ensemble Learning (EL) framework is employed to form a new CBIR algorithm. Finally, experiments are implemented to compare the performance of the proposed algorithm with traditional algorithms. The results show that our algorithm has better image retrieval capability and stronger generalization ability.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117326423","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}
Zuxia Yuan, K. Guo, Huaicong Kong, Xiaoyu Liu, Yanliang Li, Ba Xu
{"title":"Ergodic Capacity of Multiuser Hybrid Satellite-Terrestrial Cooperative Networks with SNR-Threshold Based Feedback","authors":"Zuxia Yuan, K. Guo, Huaicong Kong, Xiaoyu Liu, Yanliang Li, Ba Xu","doi":"10.1109/CSRSWTC50769.2020.9372573","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372573","url":null,"abstract":"In this paper, we investigate the performance of a multiuser hybrid satellite-terrestrial cooperative network (HSTCN) with amplify-and-forward protocol. Different from the existing works, we propose an opportunistic user scheduling (OUS) scheme based on SNR-threshold feedback. By assuming that the satellite link and the terrestrial links undergo Shadowing-Rician fading and Rayleigh fading, respectively, we first obtain probability density function of the output signal-to-noise ratio (SNR) with the proposed scheduling scheme. Then, we derive analytical expression for the ergodic capacity (EC) of the considered system. Finally, numerical results prove that the OUS scheme with SNR-threshold based feedback can reduce the amount of feedback greatly, and the system with proposed scheme can achieve the same capacity as that without feedback threshold.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117197981","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}
{"title":"Ultra-Wideband MIMO Antenna with Double Notched Band","authors":"Xuefeng Wang, Yufa Sun","doi":"10.1109/CSRSWTC50769.2020.9372601","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372601","url":null,"abstract":"This paper presents an ultra-wideband (UWB) multiple-input multiple-output (MIMO) antenna with a small size of 41×41×1.6mm3. Double notched bands are obtained by introducing C-shaped slot and L-shaped slot. The proposed antenna exhibits good UWB performance, it achieves impedance bandwidth from 3.1GHz to 10.8GHz, and better than -15dB of isolation over the entire operating band, with adaptable double band rejection to avoid interference caused by two narrow frequency bands WLAN (5.15-5.85 GHz) and X-band satellite communication systems (7.25-7.75 GHz).","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121055463","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}
Yupeng Lun, Guanmao Zhang, Zhihang Li, Junhong Suo, Juan Yue, Zonge Che
{"title":"A Compact 5G Dual-Band MIMO Antenna with Pattern Diversity for Mobile Phone","authors":"Yupeng Lun, Guanmao Zhang, Zhihang Li, Junhong Suo, Juan Yue, Zonge Che","doi":"10.1109/CSRSWTC50769.2020.9372715","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372715","url":null,"abstract":"In this paper, a 5G dual-band multiple-input multi-ple-output (MIMO) antenna array based on the pattern phase diversity technology is proposed. Total area of the antenna array is only about 32% of a normal mobile phone (150 x 70 mm2). From the simulation results, we can see that the antenna array achieves S11 < -6 dB at 3.245-3.85 GHz and 4.67-5.14 GHz. Besides, the isolation between all ports is more than 20 dB, and the envelope correlation coefficients are less than 0.12 and 0.03 in 3.4-3.6 GHz and 4.8-5.0 GHz, respectively.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114747641","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}
{"title":"A Distributed Storage Method for High Speed Data Transmission System","authors":"Jie Li, Ruiliang Song","doi":"10.1109/CSRSWTC50769.2020.9372702","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372702","url":null,"abstract":"In some high-speed transmission communication systems, a great quantity of data require to be stored because of their computing power and post analysis evaluation. This makes the reliable storage of large amounts of data become an important issue. In this paper, author generalizes a coding construction method for distributed storage systems through considering a lot of protection-example. At the same time, the theoretical basis, principle and architecture of the coding method are introduced. The analysis shows that this distributed storage method can save 50% repair bandwidth of system nodes.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114957341","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}
{"title":"Simulation Analysis of Electromagnetic Radiation of Inverter Cable","authors":"Jiawei Li, Pei Xiao, Yang Feng, Gaosheng Li","doi":"10.1109/CSRSWTC50769.2020.9372670","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372670","url":null,"abstract":"Due to the high DV / dt and di / dt of wide bandgap power electronic devices such as SiC IGBT and MOSFET, their high frequency interference has always been the focus of attention, but more attention is paid to the conducted EMI caused by switching power supply to some devices around. In this paper, in order to analyze the field strength changes around the AC power in the cable after the output of the inverter composed of SiC MOSFET, according to the actual electromagnetic radiation experimental scene of the SiC drive board, a physical model is built in CST cable studio for field circuit joint simulation, and the field strength change at different distances are analyzed.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115577941","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}
{"title":"Programmble Metasurface for Efficient Generation of Convergent Multi-Mode OAM Beams","authors":"Fanwei Kong, Z. Huang, Mengmeng Sun, X. Bai","doi":"10.1109/CSRSWTC50769.2020.9372579","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372579","url":null,"abstract":"A reconfigurable 1-bit digital coding metasurface is introduced for efficiently stimulating convergent multi-mode dynamic vortex beams. The introduced metasurface consists of reconfigurable cells with 1-bit phase quantization by integrating the PIN diode to modulate the reflective phase property of the cell. Through programming the phase distribution of the metasurface., the dynamic vortex beams are thus stimulated.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121377829","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}
{"title":"Single-Polarized Wideband Planar Tightly Coupled Array with Low Profile Using FSS Superstrate","authors":"Jing Tao, Fei Teng, Xiangxiang Li","doi":"10.1109/CSRSWTC50769.2020.9372599","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372599","url":null,"abstract":"A single polarized planar tightly coupled dipole array over 6–18 GHz is presented in this paper. The array has an unbalanced feed scheme and a novel frequency selective surface (FSS) superstrate, which contribute to obtain a low profile with volume size of 0.48λ h×0.48λh×0.31λh (λh is the free-space wavelength at the highest frequency) and wide scanning angle performance. The characteristics of infinite array are provided. The proposed antenna array achieves contiguous bandwidth over 6–18 GHz when scanning down for 40° at H-plane and 50° at E-plane using a VSWR < 3 metric. Besides, the radiation efficiency is demonstrated to be above 80% for the proposed antenna unit.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124236060","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}
Lanlan Li, Mengni Chen, Ying Zhou, Jianping Wang, Dabiao Wang
{"title":"Research of Deep Learning on Gastric Cancer Diagnosis","authors":"Lanlan Li, Mengni Chen, Ying Zhou, Jianping Wang, Dabiao Wang","doi":"10.1109/CSRSWTC50769.2020.9372583","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372583","url":null,"abstract":"Gastroscopy is the first method to check gastrointestinal cancer and related diseases. Traditional manual methods have the disadvantages of time-consuming, high missed diagnosis and misdiagnosis rates. Image recognition technology based on deep learning has great potential in improving diagnosis efficiency and accuracy. We summarize the latest advances in deep learning in gastric cancer diagnosis from the aspects of data sets, image preprocessing, and classification algorithms. Most research teams cooperate with hospitals to build small data sets, and preprocess the images using threshold-based filters and other methods. In terms of gastric cancer and gastric disease classification, the DenseNet model has the highest ACC, F1 score and specific SP.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114616386","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}
{"title":"High Sensitivity Microwave Sensor for Edible Oil Detection Using Complementary Multiple Split-Ring Resonators","authors":"Xingyun Zhang, C. Ruan","doi":"10.1109/CSRSWTC50769.2020.9372634","DOIUrl":"https://doi.org/10.1109/CSRSWTC50769.2020.9372634","url":null,"abstract":"Novel design of the complementary multiple split ring resonator (CMSRR) based microwave antenna sensor with high sensitivity is proposed for edible oils detection. A strong electric field can be observed along the sides of CMSRR at resonance, creating an electrically small sensing region that is sensitive to changes in nearby dielectric material. The proposed sensor was fabricated and measured to operate at 8.49 GHz, which agrees very well with the simulated results obtain by High Frequency Simulator Structure (HFSS). By immersing the sensor inside different oils under test, the resonance characteristics changes greatly, which validates the proposed sensor has the ability to determine various edible oils commonly used in daily life.","PeriodicalId":207010,"journal":{"name":"2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123748395","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}