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BP Neural Network Based on Microwave Method for Measuring the Moisture Content of Textile
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作者 HOU Shaolin WU Yizhi ZHU Mingda 《Journal of Donghua University(English Edition)》 EI CAS 2018年第3期215-219,共5页
The moisture content of yarn and fabric is an important factor in textiles industry.A novel microwave method used for material moisture content measurements is described in this paper.It can estimate the moisture cont... The moisture content of yarn and fabric is an important factor in textiles industry.A novel microwave method used for material moisture content measurements is described in this paper.It can estimate the moisture content of the yarn roll with a standard deviation of 1.58% in the range of 0% to 90.00%.According to the actual size of the yarn,the yarn roll simulation model is established.The microwave attenuation variations arising from the changes in the conductivity and dielectric constant of the wet cone yarn from1.8 GHz to 5.0 GHz frequency are obtained by ultra-wideband antenna.The measured data are analyzed using the BP neural network.The result shows that it is a non-contact and online method to solve the moisture content of the yarn in the wide moisture content range. 展开更多
关键词 microwave moisture content BP neural network YARN computer simulation technology microwave studio(CST)
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Comparative Analysis on Antenna Balun and Feeding Techniques of Step Constant Tapered Slot Antenna
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作者 Mousumi Aktar Md. Masud Rana +1 位作者 Nayan Sarker Md. Sanwar Hossain 《Journal of Sensor Technology》 2020年第3期31-45,共15页
This paper represents the performance analysis of the different shapes of antenna balun and feeding techniques for step constant tapered slot antenna. This work also addresses the benefits of antenna balun (circular a... This paper represents the performance analysis of the different shapes of antenna balun and feeding techniques for step constant tapered slot antenna. This work also addresses the benefits of antenna balun (circular and rectangular) along with two types of feeding techniques (Microstrip line L-shape and Microstrip line I-shape). The performance of the antenna for each technique is thoroughly investigated using Computer Simulation Technology (CST) Microwave Studio software simulation under the resonant frequency of 5.9 GHz. Results demonstrate that the proposed model is an effective tool for improving antenna performance. Moreover, an extensive comparison has been carried out between the two different shapes, with and without antenna balun and between two feeding techniques focusing on return losses, gain, directivity, and voltage standing wave ratio (VSWR). 展开更多
关键词 Antenna Balun L-Shape Microstrip Feeding I-Shape Microstrip Feeding Return Loss Gain Radiation Pattern DIRECTIVITY CST microwave studio
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