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The inversion of a linear system based on a propagation model, where the two opposite waves are partially coherent, makes it possible to obtain the energy density.
RSS-based algorithms try to estimate location and power of a primary user using RSS measurements of the secondary users, based on a propagation model which depends on the communication channel.
After reviewing basic theory on SARE and their synthesis, we present a new methodology to synthesize communications: the proposed communication synthesis methodology, based on a propagation technique which uses the concept of Integral Hilbert Vector basis, allows the generation of inexpensive (in terms of time and silicon area) communication patterns.
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The performance of this model was compared to another recognition model based on a Back Propagation neural network (BPNN).
In this paper, we have used feed forward neural networks based on a backward propagation algorithm for the learning of the network.
The used ANN models are based on a back propagation algorithm to train a multi-layer feed-forward network (Levenberg Marquardt algorithm).
The proposed multi-layer perceptron ANN, based on a back propagation training algorithm, is able to take as inputs: loads, data concerning the type of day (e.g. weekday/holiday), time of the day and weather data.
This paper proposes a new model based on a complex propagation term whose real component does not depend on the frequency (f), and whose imaginary part is modeled with a second order polynomial in f.
To improve the basic RF, an ensemble pruning algorithm based on a back propagation neural network that can evaluate the importance of each tree and prune "detrimental" trees is developed.
Based on a wave propagation model developed recently, this paper presents an analytical model for predicting the ground surface displacements resulting from the radiated elastic waves in the soil medium.
It is also interesting to notice that the simulation result was based on a forward propagation condition, suggesting that our epi-collected THG images from nucleus were partially contributed from backscattered forward THG signals.
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