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Content Provider | IEEE Xplore Digital Library |
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Author | Jin Li Tianlin Dong |
Copyright Year | 2010 |
Description | Author affiliation: Department of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan, China, 430074 (Jin Li; Tianlin Dong) |
Abstract | One of the problem in Substrate Integrated Waveguide (SIW) power dividers design is that the simulation often needs plenty of calculation, so it tends to take a long time to optimize the parameters. This paper provides a new approach for the design of substrate integrated waveguide power dividers based on a back-propagation neural network. The design of a 10GHz SIW power divider is presented, and we introduce a BP neural network to optimize the parameters. The results show that the neural network can help to optimize parameters and make the design more efficiently. |
File Size | 1045809 |
File Format | |
ISBN | 9781424463473 |
e-ISBN | 9781424463497 |
DOI | 10.1109/ICCET.2010.5485524 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2010-04-16 |
Publisher Place | China |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Costs Waveguide components Circuits Rectangular waveguides Planar waveguides Design optimization Power dividers Design engineering power divider Neural networks substrate integrated waveguide (SIW) Power engineering and energy back-propagation neural network |
Content Type | Text |
Resource Type | Article |
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