Eigenvalue Based Selection of Prolate Spheroidal Wave Functions for Pulse Shape Modulation
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FM Modulation
• Principle
• The phase of the carrier wave is modulated by the modulating wave, as such this becomes non-linear modulation, and thus cannot be expressed using linear superposition principle.
• It is more complex than AM dan DSB, as well as requiring wider bandwidth. But it has better quality of S/N.
Formulation
Suppose the carrier wave is given by:
FM Modulation
• The modulation is on the term ϕ= ϕ(t), where
with ω’ : angular ferequency deviation from the carrier frequency and and ϕ: phase deviation
Two approaches for FM modulation:
• Phase modulation(PM)
• frequency modulation (FM)
FM Modulation
Phase modulation
Modulator wave modulates phase deviation: ϕ(t)= kP Ψm(t)
With kP : phase constant deviation (constraint <= π/Ψm(t)
Frequency modulation
Modulator wave modulate frequency deviation : ω’(t)= kF Ψm(t)
With: thus
Choosing t0=0 and ϕ(0)=0, thus :
Comparions of AM,PM FM modulations
Analog signal Digital Signal
AM
FM
PMSource : Gelombang, MO Tjia, Dabara
Example of PM Modulation
• Given modulated signal of voltage Vm(t) with amplitude kPVm= 1000 rad/s. The carrier is Sinusoidal wave with ωC= 3000 rad/s, its amplitude is A.
• ω(t)=ωC + ω’(t)→
• ω(t)=ωC + kPVm(t)
0<t<2π ms :
ω(t) = 3000+1000 rad/s
2π <t< 3π ms :
ω(t) = 3000-1000 rad/s
3π <t< 4.5π :
ω(t) = 3000+1000 rad/s
Special case: Single tone FM analysis
• Special Case: Pure sinusoidal modulator
Ψm(t)= Ψm cos(ωm t), thus
in angular frequency:
ω’(t)=kF Ψm(t)= kFΨm cos(ωm t)= ω’max cos(ωm t)
With: ω’max= kF Ψm =kF [Ψm(t)]max
FM modulationindex defined as
β = kF Ψm/ωm = ω ‘max /ωm = [ϕ(t)]max
hence the FM modulation becomes:
ΨFM(t)= ΨC cos(ωC t+ βsin(ωm t) )
Special case: Single tone FM analysis
The Spectral characteristics can be studied from the Fourier
expansion:
1. In complex notation:
ΨFM(t)= ΨC cos(ωC t+ βsin(ωm t) )=
ΨC Re { exp [i (ωC t+ βsin(ωm t) )]}
2. The function is periodic as
sin(ωm t) = sin[ωm (t+ 2π/ ωm )], with period T= 2π/ ωm
Special case: Single tone FM analysis
3. The term exp [i (βsin(ωm t) ) expanded using Fourier:
With Cn can be shown as:
For the final step using substitution θ=ωmt.
Jn expresses Bessel function of the first kind of the nth order in real space.
Some properties of Bessel function
a. Nth order Bessel function as a series:
b. For n as integer,
From the plot: only J0 has non zero value at x0
Special case: Single tone FM analysis
4. Using Fourier analysis, the resulting wave from FM
modulation:
5. Frequency spectrum using TF:
Special case: Single tone FM analysis
6. It means, FM signal with pure sinusoidal modulation, contains unlimited number of carrier components and frequency components:
ν= νC± nνm , n=1,2,3,….
Amplitude depends on β, which subsequently is a function of Ψm.
7. Narrowband, β<<1, the contributing amplitude:
J0(β) ≈1 J1(β) ≈ β/2 Jn(β) ≈0, n>1
Which means FM spectrum frequency only has ωC, dan ωC ±ωm
components, similar to AM modulation
Power of FM, Transmission bandwidth
Bandwidth is the range of minimum frequency in the frequency
spectrum which must be transmitted so that sufficient signal
quality is obtained. Empirically it is found from experiment for
FM it is “sufficient” to transmit at 98% power of the FM.
Calculation: ration of the nth component of FM power to the
total power.
an= Nn/NT
Power of FM, Transmission bandwidth
Fourier expansion gives:
Whereas
This last result proves to the fact that the amplitude of FM signal
is constant.
FM Power, Transmission Bandwidth
Given an :
Numerically, if aa>=0.98 and if n >= β+1
Which gives transmission badnwidth B= 2(β+1)ωm = 2(ω’max +ωm)
For Narrow Band FM, β<<1 thus ω’max<< ωm as such B ≈2 ωm
For non sinusoidal modulation, index β is undefined, hence we
use the Carson criteria:
B= 2(D+1)ωm = 2(ω’max +ωm)
with
Example of FM Problem
Sinusoidal carrier FM sinusoidal with frequency 20 MHz,
modulated by sinusoidal wave which causes frequency deviation
of 200 kHz at most. Determine modulation index and the
bandwidth for if the signals are :
a. 1 kHz dan b. 1000 kHz
Answer:
From the problem it is known that
ν’max = 200 kHz = 2x105 Hz = βνm νC= 20 MHz = 2x107 Hz
νC>> ν’max Index β = ν’max / νm bandwidth B= 2(β+1) νm
Answer
a. For νm = 1 kHz = 103Hz
𝛽= 2x105/103=200
this result shows it is a wide band FM with
B = 2(200+1)x103 = 402 kHz
b. For νm = 1000 kHz = 106Hz
𝛽= 2x105/106=0,2
This result shows it is a Narrow Band FM with
B = 2νm = 2000 kHz