WAVELET NETWORKS FOR ADC MODELLING
L. Angrisani, D. Grimaldi, G. Lanzillotti, C. Primiceri
Abstract:
The use of the wavelet network for ADC modelling is proposed in the paper. In particular, an original technique is set up capable of identifying the domain of each mother wavelet involved and establishing a compact and complete training set. Moreover, to reduce the complexity of the architecture of the wavelet network and its learning stage, the initialisation is based on the evaluation of all voltage values related to the transitions of the ADC. The technique is applied to a simulated ADC as well as an actual ADC, and several tests are carried out both in the time and frequency domain. The obtained results highlight the advantages of the proposed model if compared to those granted by a neural network-based model.
Keywords:
ADC Modelling, wavelet network
Download:
IMEKO-WC-2000-EWADC-P600.pdf
DOI:
-
Event details
Event name:
XVI IMEKO World Congress
Title:

Measurement - Supports Science - Improves Technology - Protects Environment ... and Provides Employment - Now and in the Future

Place:
Vienna, AUSTRIA
Time:
25 September 2000 - 28 September 2000
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