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A prediction scheme of electric load using a Bilinear Recurrent Neural Network (BRNN) is proposed in this paper. Since the BRNN is based on the bilinear polynomial, BRNN has been successfully used in modeling highly nonlinear systems with time-series characteristics. Dynamic BRNN further improves the convergence of BRNN and the Dynamic BRNN can be a natural candidate in predicting electric load. The...
A Coherent IR-UWB transceiver covering low band of UWB spectrum from 3.1 to 5GHz is designed using 0.18 μm CMOS technology. The receiver contains a single to differential circuit embedded in LNA stages to remove the bulky external balun. The transceiver includes 3-stage LNA, VCO based pulse generator, multiplier, VGA, and comparator. The gain of LNA stage is 30dB and has NF lower than 4dB. The transmitted...
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