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fundamentals of engineering supplied-reference handbook - Ventech!

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FM (Frequency Modulation)<br />

The phase deviation is<br />

t<br />

φ () t = k m( λ) dλ<br />

radians.<br />

F<br />

∫<br />

−∞<br />

The frequency-deviation ratio is<br />

kFmax m( t)<br />

D =<br />

2πW<br />

where W is the message bandwidth. If D 1, (wideband FM) the 98% power bandwidth B is<br />

given by Carson’s rule:<br />

B ≅ 2( D+ 1) W<br />

The complete bandwidth <strong>of</strong> an angle-modulated signal is<br />

infinite.<br />

A discriminator or a phase-lock loop can demodulate anglemodulated<br />

signals.<br />

Sampled Messages<br />

A lowpass message m(t) can be exactly reconstructed from<br />

uniformly spaced samples taken at a sampling frequency <strong>of</strong><br />

fs = 1/Ts<br />

f ≥ 2 W where M( f ) = 0 for f > W<br />

s<br />

The frequency 2W is called the Nyquist frequency. Sampled<br />

messages are typically transmitted by some form <strong>of</strong> pulse<br />

modulation. The minimum bandwidth B required for<br />

transmission <strong>of</strong> the modulated message is inversely<br />

proportional to the pulse length τ.<br />

1<br />

B ∝<br />

τ<br />

Frequently, for approximate analysis<br />

1<br />

B ≅<br />

2τ<br />

is used as the minimum bandwidth <strong>of</strong> a pulse <strong>of</strong> length τ.<br />

178<br />

ELECTRICAL AND COMPUTER ENGINEERING (continued)<br />

Ideal-Impulse Sampling<br />

n=+∞ n=+∞<br />

x () t = m() t δ( t− nT ) = m( nT ) δ( t −nT<br />

)<br />

δ<br />

∑ ∑<br />

s s s<br />

n=−∞ n=−∞<br />

k=+∞<br />

X ( f) = M( f) ∗ f δ( f −kf<br />

)<br />

δ<br />

k =+∞<br />

∑<br />

∑<br />

s s<br />

k=−∞<br />

= f M( f −kf<br />

)<br />

s s<br />

k =−∞<br />

The message m(t) can be recovered from xδ (t) with an ideal<br />

lowpass filter <strong>of</strong> bandwidth W.<br />

PAM (Pulse-Amplitude Modulation)<br />

Natural Sampling:<br />

A PAM signal can be generated by multiplying a message<br />

by a pulse train with pulses having duration τ and period<br />

Ts = 1/fs<br />

n=+∞ n=+∞<br />

⎡t−nTs⎤ ⎡t −nTs⎤<br />

xN() t = mt () ∑ Π ⎢ ⎥= ∑ mt () Π<br />

τ<br />

⎢<br />

τ<br />

⎥<br />

⎣ ⎦ ⎣ ⎦<br />

n=−∞ n=−∞<br />

k =+∞<br />

∑<br />

X ( f) =τf sinc( kτf ) M( f −kf<br />

)<br />

N s s s<br />

k =−∞<br />

The message m(t) can be recovered from xN(t) with an ideal<br />

lowpass filter <strong>of</strong> bandwidth W.<br />

PCM (Pulse-Code Modulation)<br />

PCM is formed by sampling a message m(t) and digitizing<br />

the sample values with an A/D converter. For an n-bit<br />

binary word length, transmission <strong>of</strong> a pulse-code-modulated<br />

lowpass message m(t), with M(f) = 0 for f > W, requires the<br />

transmission <strong>of</strong> at least 2nW binary pulses per second. A<br />

binary word <strong>of</strong> length n bits can represent q quantization<br />

levels:<br />

q = 2 n<br />

The minimum bandwidth required to transmit the PCM<br />

message will be<br />

B∝ nW =<br />

2W log2q

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