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Consider a data set that is a mixture of Gaussian distributions. In what way does the use of deterministic annealing offer an advantage over maximum-likelihood estimation in such a situation?
Use the fourh order trial solution of Wx=C0+C1x+C2x2+C3x3+.....to calculate the large deflection behaviour of an initially unstressed doubly clamped beam with a point load at its center.
A causal LTI system has the difference equation y[n]+0.25y[n-1]-0.125y[n-2] = x[n]+x[n-1]. What is the impulse response of this system and what is it's output y[n] for input signal x[n] = (-1)^n u[n].
a sequential circuit has two inputs w1 and w2 and an output z.its function is to compare the input sequences on the two
For best precision, he wants to condition the signal such that it utilizes the full range of the A/D converter. Calculate the required DC offset and gain of the signal conditioner such that the signal will utilize the full range of the A/D converte..
A CS amplifier using an NMOS with gm = 3.8 mA/V is found to have an overall voltage gain of -16 V/V. What value should a resistance RS inserted in the source lead have to reduce the overall voltage gain to -8 V/V
Compute the complex power S (in polar form) drawn by a certain load if it is known that (a) it draws 100 Waverage power at a lagging PF of 0.75; (b) it draws a current I = 9 + j5 A rms when connected to the voltage 120/32 V rms
There is a 3 ohm resistor and a j4 ohm inductor in series with each other, and parallel to the input voltage. There is a 4 ohm resistor, a -j13 ohm capacitor, and a 10 ohm resistor in series, which is parallel to the input voltage.
A balanced D-connected load is fed by a three-phase supply for which phase C is open and phase A is carrying a current of 10
suppose that atransmitter sends power into a transmit antenna whose gain is +4bBi. The receiver some distance away receives a powe of -50dBm when operating with a receive antenna whose gain is -3dBi.
Consider the inductor of Problem. Write a simple design program in the form of a MATLAB script to calculate the number of turns and air-gap length as a function of the desired inductance.
A power amplifier has a gain of 20 dB and an input level of 2 volts. Assuming that the input and output impedances are the same, what is the voltage level at the amplifier output
A transmitting antenna has a radiation resistance of 72 ohms, an effective resistance of 8 ohms, a directive gain of 20, and an input power of 100 watts. What is the antenna gain, radiated power, and EIRP
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