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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Zhang Xiangjun Fang Dagang Ding Yan |
| Copyright Year | 2005 |
| Description | Author affiliation: Microwave & Millimeter Wave Lab., Nanjing Univ. of Sci. & Technol., China (Zhang Xiangjun; Fang Dagang; Ding Yan) |
| Abstract | In this paper, we present a method of microwave circuits design combining frequency space-mapped neuromodeling (FSMN) approach with S-B adaptive frequency sampling technique. In neuromodeling, frequency space-mapping technique decreases the cost of training, improve generalization and reduce the complexity of NN topology. A Stoer-Bulirsch adaptive frequency sampling (S-B AFS) technique is used to decrease the cost for frequency sweeps in sampling. We use S-B AFS technique for FSMN implementation. The example of designing a microstrip parallel-coupled bandpass filter by means of electromagnetic bandgap (EBG) structure confirms the validity of this approach in both reducing the sampling time and increasing the accuracy of the neuromodeling. |
| File Size | 327430 |
| File Format | |
| ISBN | 078039433X |
| DOI | 10.1109/APMC.2005.1606944 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-12-04 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Frequency Microwave theory and techniques Microwave circuits Sampling methods Costs Periodic structures Circuit synthesis Neural networks Circuit topology Microstrip filters |
| Content Type | Text |
| Resource Type | Article |
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