Difference between revisions of "Aufgaben:Exercise 1.1Z: Low-Pass Filter of 1st and 2nd Order"

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{{quiz-Header|Buchseite=Lineare zeitinvariante Systeme/Systembeschreibung im Frequenzbereich}}
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{{quiz-Header|Buchseite=Linear_and_Time_Invariant_Systems/System_Description_in_Frequency_Domain}}
[[File:P_ID785__LZI_Z_1_1.png|Dämpfungs– & Phasenfunktion|right|frame]]
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[[File:P_ID785__LZI_Z_1_1.png|Damping– & phase function|right|frame]]
Die einfachste Form eines Tiefpasses zum Beispiel realisierbar als ein RC–Tiefpass entsprechend  [[Aufgaben:1.1_Einfache_Filterfunktionen|Aufgabe 1.1]]  – hat folgenden Frequenzgang:
+
The simplest form of a low-pass filter for example, realisable as an RC low-pass filter according to  [[Aufgaben:Exercise_1.1:_Simple_Filter_Functions|Exercise 1.1]]  – has the following frequency response:
 
:$$H_{\rm 1}(f) = \frac{1}{1+{\rm j}\cdot f/f_0}.$$
 
:$$H_{\rm 1}(f) = \frac{1}{1+{\rm j}\cdot f/f_0}.$$
Man spricht dann von einem Tiefpass erster Ordnung. In der Grafik dargestellt sind für dieses Filter
+
This is then referred to as a low-pass filter of first order. The diagram shows the following for this filter
* oben der ''Dämpfungsverlauf''  $a_1(f)$,  
+
* above the  "damping curve"  $a_1(f)$,  
* unten der ''Phasenverlauf''  $b_1(f)$.
+
* below the  "phase response"  $b_1(f)$.
  
  
Entsprechend gilt für einen Tiefpass  $n$–ter Ordnung die folgende Definitionsgleichung:
+
Correspondingly, for a low-pass filter of  $n$–th order the following defining equation applies:
 
:$$H_n(f) = H_{\rm 1}(f)^n.$$
 
:$$H_n(f) = H_{\rm 1}(f)^n.$$
  
  
In dieser Aufgabe sollen
+
In this task, 
*ausgehend von den Funktionen  $a_1(f)$  und  $b_1(f)$  für den Tiefpass erster Ordnung
+
*based on the functions  $a_1(f)$  and  $b_1(f)$  of the low-pass filter of first order
*der Dämpfungs– und Phasenverlauf eines Tiefpasses höherer Ordnung analysiert werden.  
+
*the damping curve and phase response of a low-pass filter of higher order is to be analyzed.  
  
  
Allgemein gilt:
+
In general, the following holds:
 
:$$H(f) = {\rm e}^{-a(f) - {\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm}b(f)}.$$
 
:$$H(f) = {\rm e}^{-a(f) - {\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm}b(f)}.$$
  
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''Hinweise:''  
+
''Hint:''  
*Die Aufgabe gehört zum  Kapitel  [[Linear_and_Time_Invariant_Systems/Systembeschreibung_im_Frequenzbereich | Systembeschreibung im Frequenzbereich]].
+
*The exercise belongs to the chapter  [[Linear_and_Time_Invariant_Systems/System_Description_in_Frequency_Domain | System Description in Frequency Domain]].
 
   
 
   
*Zwischen dem Np– und dem dB–Wert eines Amplitudenwertes  $|H| = 1/x$  besteht folgender Zusammenhang:
+
*There is the following relationship between the Np- and dB-values of an amplitude value  $|H| = 1/x$ :
 
:$$a_{\rm Np} = \ln (x) = \ln (10) \cdot \lg (x) = \frac{\ln
 
:$$a_{\rm Np} = \ln (x) = \ln (10) \cdot \lg (x) = \frac{\ln
 
(10)}{20} \cdot a_{\rm dB} \approx 0.11513 \cdot a_{\rm dB}.$$
 
(10)}{20} \cdot a_{\rm dB} \approx 0.11513 \cdot a_{\rm dB}.$$
*Berücksichtigen Sie weiter, dass für zwei komplexe Größen  $z_1$  und  $z_2$  folgende Gleichungen gelten:
+
*Further consider that for two complex quantities  $z_1$  and  $z_2$  the following equations hold:
 
:$$|z_1 \cdot z_2| = |z_1| \cdot |z_2|, \hspace{0.5 cm}{\rm arc}\hspace{0.05 cm}(z_1 \cdot z_2) = {\rm arc}\hspace{0.05 cm}(z_1) + {\rm arc}\hspace{0.05 cm}(z_2).$$
 
:$$|z_1 \cdot z_2| = |z_1| \cdot |z_2|, \hspace{0.5 cm}{\rm arc}\hspace{0.05 cm}(z_1 \cdot z_2) = {\rm arc}\hspace{0.05 cm}(z_1) + {\rm arc}\hspace{0.05 cm}(z_2).$$
  
  
  
===Fragebogen===
+
===Questions===
  
 
<quiz display=simple>
 
<quiz display=simple>
{Berechnen Sie den Dämpfungsverlauf&nbsp; $a_1(f)$&nbsp; eines Tiefpasses erster Ordnung in&nbsp; $\rm dB$. <br>Welche&nbsp; $\rm dB$–Werte ergeben sich bei&nbsp; $f = f_0$&nbsp; und&nbsp; $f = 2f_0$?
+
{Compute the damping curve&nbsp; $a_1(f)$&nbsp; of a low-pass filter of first order in&nbsp; $\rm dB$. <br>What&nbsp; $\rm dB$&nbsp; values are obtained for&nbsp; $f = f_0$&nbsp; and&nbsp; $f = 2f_0$?
 
|type="{}"}
 
|type="{}"}
 
$a_1(f = f_0)\ = \ $  { 3.01 5% } &nbsp;$\text{dB}$
 
$a_1(f = f_0)\ = \ $  { 3.01 5% } &nbsp;$\text{dB}$
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{Berechnen Sie den Phasenverlauf&nbsp; $b_1(f)$. <br>Welche Werte in Radian (rad) erhält man bei&nbsp; $f = f_0$&nbsp; und&nbsp; $f = 2f_0$?
+
{Compute the phase response&nbsp; $b_1(f)$. <br>What values in radian (rad) are obtained for&nbsp; $f = f_0$&nbsp; and&nbsp; $f = 2f_0$?
 
|type="{}"}
 
|type="{}"}
 
$b_1(f = f_0)\ = \ $  { 0.786 5% } &nbsp;$\text{rad}$
 
$b_1(f = f_0)\ = \ $  { 0.786 5% } &nbsp;$\text{rad}$
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{Welchen Dämpfungsverlauf&nbsp; $a_n(f)$&nbsp; hat ein Tiefpass&nbsp; $n$–ter Ordnung? <br>Welche&nbsp; $\rm dB$–Werte erhält man mit&nbsp; $n = 2$&nbsp; für&nbsp; $f = f_0$&nbsp; bzw.&nbsp; $f = \: –2f_0$?
+
{What is the damping curve&nbsp; $a_n(f)$&nbsp; of a low-pass filter of&nbsp; $n$–th order? <br>What&nbsp; $\rm dB$&nbsp; values are obtained for&nbsp; $n = 2$&nbsp; for&nbsp; $f = f_0$&nbsp; or&nbsp; $f = \: –2f_0$?
 
|type="{}"}
 
|type="{}"}
 
$a_2(f = f_0)\ = \ $  { 6.02 5% } &nbsp;$\text{dB}$
 
$a_2(f = f_0)\ = \ $  { 6.02 5% } &nbsp;$\text{dB}$
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{Berechnen Sie die Phasenfunktion&nbsp; $b_2(f)$&nbsp; eines Tiefpasses zweiter Ordnung. <br>Welche Werte (in Radian) erhält man für&nbsp; $f = f_0$&nbsp; und&nbsp; $f = \: –2f_0$?
+
{Compute the phase function&nbsp; $b_2(f)$&nbsp; of a low-pass filter of second order. <br>What values (in radian) are obtained for&nbsp; $f = f_0$&nbsp; and&nbsp; $f = \: –2f_0$?
 
|type="{}"}
 
|type="{}"}
 
$b_2(f = f_0)\ = \ $  { 1.571 5% } &nbsp;$\text{rad}$
 
$b_2(f = f_0)\ = \ $  { 1.571 5% } &nbsp;$\text{rad}$
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</quiz>
 
</quiz>
  
===Musterlösung===
+
===Solution===
 
{{ML-Kopf}}
 
{{ML-Kopf}}
'''(1)'''&nbsp; Der Amplitudengang des Tiefpasses erster Ordnung lautet:
+
'''(1)'''&nbsp; The amplitude response of the low-pass filter of first order is:
 
:$$|H_{\rm 1}(f)| = \frac{1}{\sqrt{1+ (f/f_0)^2}}.$$
 
:$$|H_{\rm 1}(f)| = \frac{1}{\sqrt{1+ (f/f_0)^2}}.$$
*Damit erhält man den Dämpfungsverlauf in Neper (Np):  
+
*This gives the damping curve in Neper (Np):  
 
:$$a_1(f) = \ln \frac{1}{|H_1(f)|} = {1}/{2} \cdot \ln \left[1 + ({f}/{f_0})^2 \right]  \Rightarrow  a_1(f = f_0) = 0.3466 \hspace{0.1 cm}{\rm Np},\hspace{0.5 cm}a_1(f = 2 f_0) = 0.8047 \hspace{0.1 cm}{\rm Np}.$$
 
:$$a_1(f) = \ln \frac{1}{|H_1(f)|} = {1}/{2} \cdot \ln \left[1 + ({f}/{f_0})^2 \right]  \Rightarrow  a_1(f = f_0) = 0.3466 \hspace{0.1 cm}{\rm Np},\hspace{0.5 cm}a_1(f = 2 f_0) = 0.8047 \hspace{0.1 cm}{\rm Np}.$$
Die entsprechenden dB–Werte erhält man durch Multiplikation mit&nbsp;  $1/0.11513 = 8.68589$&nbsp; und führt zu den Ergebnissen
+
The corresponding dB values are obtained by multiplying by&nbsp;  $1/0.11513 = 8.68589$&nbsp; and result in
 
*$ \underline{3.01 \: {\rm dB} ≈ 3 \: {\rm dB}}$&nbsp; für&nbsp; $ f = f_0$,  
 
*$ \underline{3.01 \: {\rm dB} ≈ 3 \: {\rm dB}}$&nbsp; für&nbsp; $ f = f_0$,  
 
*$ \underline{6.99 \: {\rm dB}}$&nbsp; für&nbsp; $ f = 2f_0$.  
 
*$ \underline{6.99 \: {\rm dB}}$&nbsp; für&nbsp; $ f = 2f_0$.  
  
  
Beim Tiefpass erster Ordnung beträgt somit die 3dB–Grenzfrequenz&nbsp; $f_{\rm G} = f_0$.  
+
Thus, for the low-pass filter of first order the 3dB cut-off frequency is &nbsp; $f_{\rm G} = f_0$.  
  
  
  
'''(2)'''&nbsp; Der Frequenzgang&nbsp; $H_1(f)$&nbsp; kann auch nach Real– und Imaginärteil getrennt dargestellt werden:  
+
'''(2)'''&nbsp; The frequency response&nbsp; $H_1(f)$&nbsp; can also be represented separately by thr real and the imaginary part:  
 
:$$H_{\rm 1}(f) = \frac{1}{ {1+ (f/f_0)^2} } - {\rm j} \cdot \frac{f/f_0}{ {1+ (f/f_0)^2} }.$$
 
:$$H_{\rm 1}(f) = \frac{1}{ {1+ (f/f_0)^2} } - {\rm j} \cdot \frac{f/f_0}{ {1+ (f/f_0)^2} }.$$
*Damit ergibt sich für den Phasengang:
+
*Hence, the following holds for the phase response:
 
:$$b_1(f) = - \arctan \hspace{0.1cm} ( {\rm Im} /{\rm Re} ) = \arctan \hspace{0.1cm} ({f}/{f_0}).$$
 
:$$b_1(f) = - \arctan \hspace{0.1cm} ( {\rm Im} /{\rm Re} ) = \arctan \hspace{0.1cm} ({f}/{f_0}).$$
*Für&nbsp; $f = f_0$&nbsp; erhält man&nbsp; $\arctan(1) = π/4 \rm \underline{\: = 0.786 \: rad}$, und für&nbsp; $f = 2f_0$&nbsp; den Wert&nbsp; $\arctan(2) \rm \underline{\: = 1.108 \: rad}$.  
+
*The value&nbsp; $\arctan(1) = π/4 \rm \underline{\: = 0.786 \: rad}$&nbsp; is obtained for&nbsp; $f = f_0$&nbsp; and &nbsp; $\arctan(2) \rm \underline{\: = 1.108 \: rad}$&nbsp; for&nbsp; $f = 2f_0$&nbsp;.  
  
  
  
'''(3)'''&nbsp; Für den Amplitudengang eines Tiefpasses&nbsp; $n$–ter Ordnung gilt:  
+
'''(3)'''&nbsp; For the amplitude response of a low-pass filter of&nbsp; $n$–th order the following is valid:  
 
:$$|H_n(f)| = |H_{\rm 1}(f)|^n.$$
 
:$$|H_n(f)| = |H_{\rm 1}(f)|^n.$$
Bezüglich der (logarithmischen) Dämpfungsfunktion wird aus der&nbsp; $n$–fachen Multiplikation die&nbsp; $n$–fache Summe:  
+
Regarding the&nbsp; (logarithmic)&nbsp; damping function the&nbsp; $n$–fold multiplication becomes the &nbsp; $n$–fold sum:  
 
:$$a_n(f) = n \cdot a_1(f)=  {n}/{2} \cdot \ln \left[ 1 + ({f}/{f_0})^2 \right].$$
 
:$$a_n(f) = n \cdot a_1(f)=  {n}/{2} \cdot \ln \left[ 1 + ({f}/{f_0})^2 \right].$$
Für den Tiefpass zweiter Ordnung ergibt sich daraus als Sonderfall:  
+
For the low-pass filter of second order this results in the special case:  
 
:$$a_2(f) =  \ln \left[ 1 + ({f}/{f_0})^2 \right]= 2 \cdot a_1(f).$$
 
:$$a_2(f) =  \ln \left[ 1 + ({f}/{f_0})^2 \right]= 2 \cdot a_1(f).$$
Die dB–Werte lauten nun:  
+
The dB values are now:  
 
*$ \underline{6.02 \: {\rm dB} ≈ 6 \: {\rm dB}}$&nbsp; für&nbsp; $f = ±f_0$,  
 
*$ \underline{6.02 \: {\rm dB} ≈ 6 \: {\rm dB}}$&nbsp; für&nbsp; $f = ±f_0$,  
 
*$\rm \underline{13.98 \: {\rm dB} ≈ 14 \: {\rm dB}}$&nbsp; für&nbsp; $f = ±2f_0$.  
 
*$\rm \underline{13.98 \: {\rm dB} ≈ 14 \: {\rm dB}}$&nbsp; für&nbsp; $f = ±2f_0$.  
  
  
Damit ist offensichtlich, dass für&nbsp; $n > 1$&nbsp; der Parameter&nbsp; $f_0$&nbsp; nicht mehr die 3 dB–Grenzfrequenz $f_{\rm G}$ angibt. <br>Für&nbsp; $n = 2$ &nbsp; &rArr; &nbsp; "Tiefpass zweiter Ordnung" gilt vielmehr der Zusammenhang: &nbsp;
+
It is thus obvious that for&nbsp; $n > 1$&nbsp; the parameter&nbsp; $f_0$&nbsp; no longer indicates the 3dB cut off frequency $f_{\rm G}$.  
 +
 
 +
For&nbsp; $n = 2$ &nbsp; &rArr; &nbsp; "low-pass filter of second order" the following relationship applies instead: &nbsp;
 
:$${f_{\rm G} } =  {f_0}/\sqrt{2}.$$  
 
:$${f_{\rm G} } =  {f_0}/\sqrt{2}.$$  
  
  
'''(4)'''&nbsp; Auch bezüglich der Phasenfunktion gilt:
+
'''(4)'''&nbsp; Also, with respect to the phase function the following holds:
 
:$$b_n(f) =  n \cdot b_1(f), \hspace{0.3 cm} b_2(f) =  2 \cdot b_1(f).$$
 
:$$b_n(f) =  n \cdot b_1(f), \hspace{0.3 cm} b_2(f) =  2 \cdot b_1(f).$$
Beim Tiefpass zweiter Ordnung sind somit alle Phasenwerte zwischen&nbsp; $±π$&nbsp; möglich. Insbesondere ist
+
Thus, for the low-pass filter of second order all phase values between&nbsp; $±π$&nbsp; are possible.&nbsp; In particular the following holds:
 
*$b_2(f = f_0) = π/2 \rm \underline{\: = 1.571 \: rad}$,
 
*$b_2(f = f_0) = π/2 \rm \underline{\: = 1.571 \: rad}$,
 
* $b_2(f = 2f_0) = \rm 2.216 \: rad$.  
 
* $b_2(f = 2f_0) = \rm 2.216 \: rad$.  
  
  
Da die Phase eine ungerade Funktion ist, gilt hier: &nbsp;  $b_2(f = \: –2f_0) = \rm \underline{–2.216 \: rad}$.  
+
Since&nbsp; "phase"&nbsp; is an odd function the following applies to it: &nbsp;  $b_2(f = \: –2f_0) = \rm \underline{–2.216 \: rad}$.  
 
{{ML-Fuß}}
 
{{ML-Fuß}}
  

Latest revision as of 13:47, 22 September 2021

Damping– & phase function

The simplest form of a low-pass filter – for example, realisable as an RC low-pass filter according to  Exercise 1.1  – has the following frequency response:

$$H_{\rm 1}(f) = \frac{1}{1+{\rm j}\cdot f/f_0}.$$

This is then referred to as a low-pass filter of first order. The diagram shows the following for this filter

  • above the  "damping curve"  $a_1(f)$,
  • below the  "phase response"  $b_1(f)$.


Correspondingly, for a low-pass filter of  $n$–th order the following defining equation applies:

$$H_n(f) = H_{\rm 1}(f)^n.$$


In this task,

  • based on the functions  $a_1(f)$  and  $b_1(f)$  of the low-pass filter of first order
  • the damping curve and phase response of a low-pass filter of higher order is to be analyzed.


In general, the following holds:

$$H(f) = {\rm e}^{-a(f) - {\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm}b(f)}.$$




Hint:

  • There is the following relationship between the Np- and dB-values of an amplitude value  $|H| = 1/x$ :
$$a_{\rm Np} = \ln (x) = \ln (10) \cdot \lg (x) = \frac{\ln (10)}{20} \cdot a_{\rm dB} \approx 0.11513 \cdot a_{\rm dB}.$$
  • Further consider that for two complex quantities  $z_1$  and  $z_2$  the following equations hold:
$$|z_1 \cdot z_2| = |z_1| \cdot |z_2|, \hspace{0.5 cm}{\rm arc}\hspace{0.05 cm}(z_1 \cdot z_2) = {\rm arc}\hspace{0.05 cm}(z_1) + {\rm arc}\hspace{0.05 cm}(z_2).$$


Questions

1

Compute the damping curve  $a_1(f)$  of a low-pass filter of first order in  $\rm dB$.
What  $\rm dB$  values are obtained for  $f = f_0$  and  $f = 2f_0$?

$a_1(f = f_0)\ = \ $

 $\text{dB}$
$a_1(f = 2f_0)\ = \ $

 $\text{dB}$

2

Compute the phase response  $b_1(f)$.
What values in radian (rad) are obtained for  $f = f_0$  and  $f = 2f_0$?

$b_1(f = f_0)\ = \ $

 $\text{rad}$
$b_1(f = 2f_0)\ = \ $

 $\text{rad}$

3

What is the damping curve  $a_n(f)$  of a low-pass filter of  $n$–th order?
What  $\rm dB$  values are obtained for  $n = 2$  for  $f = f_0$  or  $f = \: –2f_0$?

$a_2(f = f_0)\ = \ $

 $\text{dB}$
$a_2(f = -2f_0)\ = \ $

 $\text{dB}$

4

Compute the phase function  $b_2(f)$  of a low-pass filter of second order.
What values (in radian) are obtained for  $f = f_0$  and  $f = \: –2f_0$?

$b_2(f = f_0)\ = \ $

 $\text{rad}$
$b_2(f = -2f_0)\ = \ $

 $\text{rad}$


Solution

(1)  The amplitude response of the low-pass filter of first order is:

$$|H_{\rm 1}(f)| = \frac{1}{\sqrt{1+ (f/f_0)^2}}.$$
  • This gives the damping curve in Neper (Np):
$$a_1(f) = \ln \frac{1}{|H_1(f)|} = {1}/{2} \cdot \ln \left[1 + ({f}/{f_0})^2 \right] \Rightarrow a_1(f = f_0) = 0.3466 \hspace{0.1 cm}{\rm Np},\hspace{0.5 cm}a_1(f = 2 f_0) = 0.8047 \hspace{0.1 cm}{\rm Np}.$$

The corresponding dB values are obtained by multiplying by  $1/0.11513 = 8.68589$  and result in

  • $ \underline{3.01 \: {\rm dB} ≈ 3 \: {\rm dB}}$  für  $ f = f_0$,
  • $ \underline{6.99 \: {\rm dB}}$  für  $ f = 2f_0$.


Thus, for the low-pass filter of first order the 3dB cut-off frequency is   $f_{\rm G} = f_0$.


(2)  The frequency response  $H_1(f)$  can also be represented separately by thr real and the imaginary part:

$$H_{\rm 1}(f) = \frac{1}{ {1+ (f/f_0)^2} } - {\rm j} \cdot \frac{f/f_0}{ {1+ (f/f_0)^2} }.$$
  • Hence, the following holds for the phase response:
$$b_1(f) = - \arctan \hspace{0.1cm} ( {\rm Im} /{\rm Re} ) = \arctan \hspace{0.1cm} ({f}/{f_0}).$$
  • The value  $\arctan(1) = π/4 \rm \underline{\: = 0.786 \: rad}$  is obtained for  $f = f_0$  and   $\arctan(2) \rm \underline{\: = 1.108 \: rad}$  for  $f = 2f_0$ .


(3)  For the amplitude response of a low-pass filter of  $n$–th order the following is valid:

$$|H_n(f)| = |H_{\rm 1}(f)|^n.$$

Regarding the  (logarithmic)  damping function the  $n$–fold multiplication becomes the   $n$–fold sum:

$$a_n(f) = n \cdot a_1(f)= {n}/{2} \cdot \ln \left[ 1 + ({f}/{f_0})^2 \right].$$

For the low-pass filter of second order this results in the special case:

$$a_2(f) = \ln \left[ 1 + ({f}/{f_0})^2 \right]= 2 \cdot a_1(f).$$

The dB values are now:

  • $ \underline{6.02 \: {\rm dB} ≈ 6 \: {\rm dB}}$  für  $f = ±f_0$,
  • $\rm \underline{13.98 \: {\rm dB} ≈ 14 \: {\rm dB}}$  für  $f = ±2f_0$.


It is thus obvious that for  $n > 1$  the parameter  $f_0$  no longer indicates the 3dB cut off frequency $f_{\rm G}$.

For  $n = 2$   ⇒   "low-pass filter of second order" the following relationship applies instead:  

$${f_{\rm G} } = {f_0}/\sqrt{2}.$$


(4)  Also, with respect to the phase function the following holds:

$$b_n(f) = n \cdot b_1(f), \hspace{0.3 cm} b_2(f) = 2 \cdot b_1(f).$$

Thus, for the low-pass filter of second order all phase values between  $±π$  are possible.  In particular the following holds:

  • $b_2(f = f_0) = π/2 \rm \underline{\: = 1.571 \: rad}$,
  • $b_2(f = 2f_0) = \rm 2.216 \: rad$.


Since  "phase"  is an odd function the following applies to it:   $b_2(f = \: –2f_0) = \rm \underline{–2.216 \: rad}$.