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Difference between revisions of "Aufgaben:Exercise 2.2: Simple Two-Path Channel Model"

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{{quiz-Header|Buchseite=Mobile Kommunikation/Mehrwegeempfang beim Mobilfunk}}
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{{quiz-Header|Buchseite=Mobile_Communications/Multipath_Reception_in_Mobile_Communications}}
  
[[File:P_ID2157__Mob_A_2_2.png|right|frame|Zwei äquivalente Modelle <br>für den Zweiwege-Kanal]]
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[[File:EN_Mob_A_2_2.png|right|frame|Two equivalent models for the two-path channel]]
Here we consider a two-way&ndash;channel for mobile radio according to the adjacent graph, characterized by the model parameters
+
Here we consider a two-path channel for mobile radio according to the adjacent graph, characterized by the model parameters
 
:k_1 = 10^{-4}\hspace{0.05cm}, \hspace{0.2cm} \tau_{1} = 10\,{\rm &micro; s}\hspace{0.05cm}, \hspace{0.2cm}\tau_{2} = 11\,{\rm &micro; s} \hspace{0.05cm}.
 
:k_1 = 10^{-4}\hspace{0.05cm}, \hspace{0.2cm} \tau_{1} = 10\,{\rm &micro; s}\hspace{0.05cm}, \hspace{0.2cm}\tau_{2} = 11\,{\rm &micro; s} \hspace{0.05cm}.
  
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An equivalent channel model is shown below, with only the part highlighted in green being considered further. This means: &nbsp;
+
An equivalent channel model is shown below, with only the part highlighted in green being considered further. This means:  
 
*The basic attenuation (path loss) and the basic propagation time are not taken into account here.  
 
*The basic attenuation (path loss) and the basic propagation time are not taken into account here.  
*The frequency response of this&nbsp; (k0,τ0)&ndash;model is designated&nbsp; H0(f)&nbsp;.
+
*The frequency response of this&nbsp; (k0,τ0)&ndash;model is designated&nbsp; H0(f).
  
  
An important descriptive parameter of any mobile radio system is the coherence bandwidth&nbsp; BK, which is defined in the chapter&nbsp; [[Mobile_Communications/The_GWSSUS%E2%80%93Channel Model| GWSSUS&ndash;Channel Model]]&nbsp;. With this it can be decided whether the system can be considered as non-frequency selective:  
+
An important descriptive parameter of any mobile radio system is the coherence bandwidth&nbsp; BK, which is defined in the chapter&nbsp; [[Mobile_Communications/The_GWSSUS_Channel_Model| The GWSSUS Channel Model]]&nbsp;. The coherence bandwidth indicates whether the system can be approximated as non&ndash;frequency&ndash;selective:  
 
*This is justified if the signal bandwidth&nbsp; BS&nbsp; is significantly smaller than the coherence bandwidth&nbsp; BK.  
 
*This is justified if the signal bandwidth&nbsp; BS&nbsp; is significantly smaller than the coherence bandwidth&nbsp; BK.  
*Otherwise, the mobile radio system is frequency selective, which requires a more complicated description.
+
*Otherwise, the mobile radio system is frequency&ndash;selective, which requires a more complicated description.
  
  
As a simple approximation for the coherence bandwidth, the reciprocal value of pulse broadening is often used in the literature (marked by an apostrophe in our learning tutorial):
+
As a simple approximation for the coherence bandwidth, the reciprocal value of pulse broadening is often used in the literature (marked by an apostrophe in our tutorial):
:$$B_{\rm K}\hspace{0.01cm}' = \frac{1}{\frac_{\rm max} - \frac_{\rm min}} \hspace{0.05cm}.$$
+
:$$B_{\rm K}\hspace{0.01cm}' = \frac{1}{\tau_{\rm max} - \tau_{\rm min}} \hspace{0.05cm}.$$
  
  
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''Notes:''
 
''Notes:''
* This task belongs to the topic of the chapter&nbsp; [[Mobile_Kommunikation/Mehrwegeempfang_beim_Mobilfunk| Mehrwegeempfang beim Mobilfunk]].  
+
* This task belongs to the topic of the chapter&nbsp; [[Mobile_Communications/Multi-Path_Reception_in_Mobile_Communications| Multi&ndash;Path Reception in Mobile Communications]].  
 
* For the solution you also need the speed of light&nbsp; c=3108 m/s.
 
* For the solution you also need the speed of light&nbsp; c=3108 m/s.
* For&nbsp; k2&nbsp; only positive values are used here You may remember: &nbsp; If the secondary path is created by reflection on a wall, a phase change by&nbsp; π&nbsp; is actually to be considered, resulting in a negative&nbsp; k2&ndash;value.
+
* For&nbsp; k2&nbsp; only positive values are used here. However, as you may remember, if the secondary path is created by reflection on a wall, a phase change by&nbsp; π&nbsp; occurs, resulting in a negative value of&nbsp; k2.
 
   
 
   
  
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d1 = { 3 3% }   km
 
d1 = { 3 3% }   km
  
{What are the parameters of the simplified model for&nbsp; k2=2105?
+
{What are the parameters of the simplified model for&nbsp; k2=2105&nbsp;?
 
|type="{}"}
 
|type="{}"}
 
k0 = { 0.2 3% }  
 
k0 = { 0.2 3% }  
 
τ0 = { 1 3% } \ \ \rm &micro; s
 
τ0 = { 1 3% } \ \ \rm &micro; s
  
{Calculate the magnitude frequency response &nbsp; &#8658; &nbsp; |H0(f)|&nbsp; of the simplified model for the frequencies&nbsp; f=0,&nbsp; f=250 kHz&nbsp; and&nbsp; f=500 kHz
+
{Calculate the magnitude of the frequency response &nbsp; &#8658; &nbsp; |H0(f)|&nbsp; of the simplified model for the frequencies&nbsp; f=0,&nbsp; f=250 kHz&nbsp; and&nbsp; f=500 kHz&nbsp;?
 
|type="{}"}
 
|type="{}"}
 
|H0(f=0)| = { 1.2 3% }  
 
|H0(f=0)| = { 1.2 3% }  
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|H0(f=500 kHz)| = { 0.8 3% }  
 
|H0(f=500 kHz)| = { 0.8 3% }  
  
{Which signal frequencies&nbsp; fS&nbsp; do destructive superimpositions occur here?
+
{For which signal frequencies&nbsp; fS&nbsp; does destructive interference occur here?
 
|type="[]"}
 
|type="[]"}
 
+ fS=500 kHz,
 
+ fS=500 kHz,
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- fS=1 MHz.
 
- fS=1 MHz.
  
{Which coherence bandwidth results for&nbsp; k2=2105&nbsp; or.&nbsp; k2=104&nbsp; after the simple approximation?
+
{What is the approximate coherence bandwidth for&nbsp; k2=2105&nbsp; and&nbsp; k2=104&nbsp;?
 
|type="{}"}
 
|type="{}"}
k2=2105BK= { 1 3% } $\ \rm MHz
+
$k_2 = 2 \cdot 10^{-5} \text{:} \ \hspace{0.4cm} B_{\rm K}\hspace{0.01cm}' = \ { 1 3% }\ \rm MHz$
k2=104BK= { 1 3% } $\ \rm MHz
+
$k_2 = 10^{-4} \text{:} \ \hspace{0.4cm} B_{\rm K}\hspace{0.01cm}' = \ { 1 3% }\ \rm MHz$
  
{Which statements are correct regarding frequency selectivity when&nbsp; BS&nbsp; denotes the signal bandwidth?
+
{Which statements are correct regarding frequency selectivity if&nbsp; BS&nbsp; denotes the signal bandwidth?
 
|type="[]"}
 
|type="[]"}
- For GSM: &nbsp; (BS=200 kHz)&nbsp; the channel is frequency selective.
+
- For GSM&nbsp; (BS=200 kHz):&nbsp; the channel is frequency selective.
+ For UMTS: &nbsp; (BS=5 MHz)&nbsp; the channel is frequency selective.
+
+ For UMTS&nbsp; (BS=5 MHz):&nbsp; the channel is frequency selective.
 
</quiz>
 
</quiz>
  
===Sample solution===
+
===Solution===
 
{{ML-Kopf}}
 
{{ML-Kopf}}
'''(1)'''&nbsp; The following applies τ1=d1/c &nbsp;&#8658;&nbsp; d1=τ1c=105s3108 m/s  =3 km_.
+
'''(1)'''&nbsp; We have&nbsp; τ1=d1/c &nbsp;&#8658;&nbsp; d1=τ1c=105s3108 m/s  =3 km_.
  
  
'''(2)'''&nbsp; The damping factor is k0=k2/k1  =0.2_ and the delay time $\tau_0 = \tau_2 \ &ndash; \tau_1 \ \underline {= 1 \ \ \rm &micro; s}$.  
+
'''(2)'''&nbsp; The damping factor is&nbsp; k0=k2/k1  =0.2_&nbsp; and the delay time&nbsp; $\tau_0 = \tau_2 \ - \tau_1 \ \underline {= 1 \ \ \rm &micro; s}$.  
*The path loss effective for both paths is thus k1=104 and the basic delay time is \tau_1 = 10 \ \ \rm &micro; s.
+
*The effective path loss for both paths is thus&nbsp; k1=104&nbsp; and the basic delay time is&nbsp; \tau_1 = 10 \ \ \rm &micro; s.
 +
 
  
 
'''(3)'''&nbsp; The impulse location is
 
'''(3)'''&nbsp; The impulse location is
$$h_{\rm 0}(\tau) = \delta(\tau) + k_0 \cdot \delta(\tau - \tau_0) \hspace{0.05cm}.$
+
:$$h_{\rm 0}(\tau) = \delta(\tau) + k_0 \cdot \delta(\tau - \tau_0) \hspace{0.05cm}.$$
  
 
By Fourier transformation you get the frequency response
 
By Fourier transformation you get the frequency response
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   \hspace{0.05cm},$$
 
   \hspace{0.05cm},$$
  
and thus to the following magnitude frequency response:
+
and thus to the following magnitude of the frequency response:
$$|H_{\rm 0}(f)| = \sqrt{ \left [ 1 + k_0 \cdot {\cos}( 2 \pi f \tau_0)\right ]^2 + k_0^2 \cdot {\sin^2 }( 2 \pi f \tau_0)}\hspace{0.3cm}
+
:$$|H_{\rm 0}(f)| = \sqrt{ \left [ 1 + k_0 \cdot {\cos}( 2 \pi f \tau_0)\right ]^2 + k_0^2 \cdot {\sin^2 }( 2 \pi f \tau_0)}\hspace{0.3cm}
 
\Rightarrow \hspace{0.3cm}|H_{\rm 0}(f = 0)| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} 1+ k_0 \hspace{0.1cm} \underline {=1.2} \hspace{0.05cm},$$
 
\Rightarrow \hspace{0.3cm}|H_{\rm 0}(f = 0)| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} 1+ k_0 \hspace{0.1cm} \underline {=1.2} \hspace{0.05cm},$$
|H0(f=250kHz)| = [1+k0cos(π/2)]2+k20sin2(π/2)=1+k201.02_,
+
:|H0(f=250kHz)| = [1+k0cos(π/2)]2+k20sin2(π/2)=1+k201.02_,
|H0(f=500kHz)| = [1+k0cos(π)]2+k20sin2(π)=1k0=0.8_.
+
:|H0(f=500kHz)| = [1+k0cos(π)]2+k20sin2(π)=1k0=0.8_.
  
[[File:P_ID2158__Mob_A_2_2c.png|right|frame|Amount frequency response of a two-way channel]]
+
[[File:P_ID2158__Mob_A_2_2c.png|right|frame|Magnitude of the frequency response of a two-way channel]]
The graphic (red curve) shows the function |H0(f)|.  
+
The graphic (red curve) shows the function&nbsp;  |H0(f)|.  
 
*The values you are looking for are marked by the yellow dots.  
 
*The values you are looking for are marked by the yellow dots.  
*The blue curve refers to the subtask (5) with $k_0 = 1 \ \Rightarrow \ k_2 = k_0 \cdot k_1 = 10^{&ndash;4}$.
+
*The blue curve refers to&nbsp; '''(5)'''&nbsp; with&nbsp; $k_0 = 1 \ \Rightarrow \ k_2 = k_0 \cdot k_1 = 10^{-4}$.
  
  
  
'''(4)'''&nbsp; Correct is the <u>solution 1</u>:
+
'''(4)'''&nbsp; <u>Solution 1</u> is correct:
*Destructive overlays exist for |H0(f)|<1, for example for f=500 kHz.  
+
*Destructive interference occurs for |H0(f)|<1, e.g. for f=500 kHz.  
 
*On the other hand:
 
*On the other hand:
 
:|H0(f=750kHz)| = |H0(f=250kHz)|1.02>1,
 
:|H0(f=750kHz)| = |H0(f=250kHz)|1.02>1,
:$$|H_{\rm 0}(f = 1\,{\rm MHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 0)| = 1.2 > 1 \hspace{0.05cm}.$
+
:$$|H_{\rm 0}(f = 1\,{\rm MHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 0)| = 1.2 > 1 \hspace{0.05cm}.$$
  
  
'''(5)'''&nbsp; The difference $\tau_{\rm max} \ &ndash; \tau_{\rm min}$ of the delay times in the two paths is equal to \tau_0 = 1 \ \ \rm &micro; s.  
+
'''(5)'''&nbsp; The difference&nbsp; $\tau_{\rm max} - \tau_{\rm min}$&nbsp; between the delays in the two paths is equal to&nbsp; \tau_0 = 1 \ \ \rm &micro; s.  
*So the coherence bandwidth
+
*So the coherence bandwidth is
:$$B_{\rm K}\hspace{0.01cm}' = {1}/{\tau_{\rm 0} \hspace{0.1cm} \underline {=1\,{\rm MHz} \hspace{0.05cm}.$$
+
:$$B_{\rm K}\hspace{0.01cm}' = {1}/{\tau_{\rm 0} } \hspace{0.1cm} \underline {=1\,{\rm MHz}} \hspace{0.05cm}.$$
  
*The result is independent from k2. It applies to k2=2105k0=0.2 and k2=104k0=1 in the same way.  
+
*The result is independent from&nbsp; k2.&nbsp; It applies to&nbsp; $k_2 = 2 \cdot 10^{-5} \Rightarrow \ k_0 = 0.2$&nbsp; and&nbsp; $k_2 = 10^{-4} \Rightarrow \ k_0 = 1$&nbsp; in the same way.  
*In the graph this approximation BK is drawn for the coherence bandwidth.
+
*This approximation&nbsp; BK&nbsp; of the coherence bandwidth is shown in the graph.
  
  
'''(6)'''&nbsp; Correct is the <u>solution 2</u>:
+
'''(6)'''&nbsp; <u>Solution 2</u> is correct:
*The channel is not frequency selective if the coherence bandwidth BK is significantly larger than the signal bandwidth BS.  
+
*The channel is non&ndash;frequency&ndash;selective if the coherence bandwidth&nbsp; BK&nbsp; is significantly larger than the signal bandwidth&nbsp; BS.  
*For the given channel, this is true for GSM, but not for UMTS. For UMTS there is a frequency-selective channel.
+
*For the given channel, this is true for GSM, but not for UMTS. For UMTS, this is a frequency&nbsp;selective channel.
{{{ML-Fuß}}
+
{{ML-Fuß}}
  
[[Category:Exercises for Mobile Communications|^2.2 Multi-Path Reception in Wireless Systems^]]
+
[[Category:Mobile Communications: Exercises|^2.2 Multi-Path Reception in Wireless Systems^]]

Latest revision as of 14:37, 23 March 2021

Two equivalent models for the two-path channel

Here we consider a two-path channel for mobile radio according to the adjacent graph, characterized by the model parameters

k_1 = 10^{-4}\hspace{0.05cm}, \hspace{0.2cm} \tau_{1} = 10\,{\rm µ s}\hspace{0.05cm}, \hspace{0.2cm}\tau_{2} = 11\,{\rm µ s} \hspace{0.05cm}.

Two different numerical values are considered for the damping factor on the secondary path:

  • k_2 = 2 \cdot 10^{-5}   ⇒   subtasks (1) to (4),
  • k_2 = 10^{-4}   ⇒   subtasks (5) and (6).


An equivalent channel model is shown below, with only the part highlighted in green being considered further. This means:

  • The basic attenuation (path loss) and the basic propagation time are not taken into account here.
  • The frequency response of this  (k_0, \tau_0)–model is designated  H_0(f).


An important descriptive parameter of any mobile radio system is the coherence bandwidth  B_{\rm K}, which is defined in the chapter  The GWSSUS Channel Model . The coherence bandwidth indicates whether the system can be approximated as non–frequency–selective:

  • This is justified if the signal bandwidth  B_{\rm S}  is significantly smaller than the coherence bandwidth  B_{\rm K}.
  • Otherwise, the mobile radio system is frequency–selective, which requires a more complicated description.


As a simple approximation for the coherence bandwidth, the reciprocal value of pulse broadening is often used in the literature (marked by an apostrophe in our tutorial):

B_{\rm K}\hspace{0.01cm}' = \frac{1}{\tau_{\rm max} - \tau_{\rm min}} \hspace{0.05cm}.




Notes:

  • This task belongs to the topic of the chapter  Multi–Path Reception in Mobile Communications.
  • For the solution you also need the speed of light  c = 3 \cdot 10^8 \ \rm m/s.
  • For  k_2  only positive values are used here. However, as you may remember, if the secondary path is created by reflection on a wall, a phase change by  \pi  occurs, resulting in a negative value of  k_2.



Questionnaire

1

What length  d_1  does the direct path have?

d_1 \ = \

\ \ \rm km

2

What are the parameters of the simplified model for  k_2 = 2 \cdot 10^{-5} ?

k_0 \ = \

\tau_0 \ = \

\ \ \rm µ s

3

Calculate the magnitude of the frequency response   ⇒   |H_0(f)|  of the simplified model for the frequencies  f = 0f = 250 \ \rm kHz  and  f = 500 \ \rm kHz ?

|H_0(f = 0)| \ = \

|H_0(f = 250 \ \rm kHz)| \ = \

|H_0(f = 500 \ \rm kHz)| \ = \

4

For which signal frequencies  f_{\rm S}  does destructive interference occur here?

f_{\rm S} = 500 \ \rm kHz,
f_{\rm S} = 750 \ \rm kHz,
f_{\rm S} = 1 \ \rm MHz.

5

What is the approximate coherence bandwidth for  k_2 = 2 \cdot 10^{-5}  and  k_2 = 10^{-4} ?

k_2 = 2 \cdot 10^{-5} \text{:} \ \hspace{0.4cm} B_{\rm K}\hspace{0.01cm}' = \

\ \rm MHz
k_2 = 10^{-4} \text{:} \ \hspace{0.4cm} B_{\rm K}\hspace{0.01cm}' = \

\ \rm MHz

6

Which statements are correct regarding frequency selectivity if  B_{\rm S}  denotes the signal bandwidth?

For GSM  (B_{\rm S} = 200 \ \rm kHz):  the channel is frequency selective.
For UMTS  (B_{\rm S} = 5 \ \rm MHz):  the channel is frequency selective.


Solution

(1)  We have  \tau_1 = d_1/c  ⇒  d_1 = \tau_1 \cdot c = 10^{-5} \rm s \cdot 3 \cdot 10^8 \ m/s \ \ \underline {= 3 \ km}.


(2)  The damping factor is  k_0 = k_2/k_1 \ \ \underline {= 0.2}  and the delay time  \tau_0 = \tau_2 \ - \tau_1 \ \underline {= 1 \ \ \rm µ s}.

  • The effective path loss for both paths is thus  k_1 = 10^{-4}  and the basic delay time is  \tau_1 = 10 \ \ \rm µ s.


(3)  The impulse location is

h_{\rm 0}(\tau) = \delta(\tau) + k_0 \cdot \delta(\tau - \tau_0) \hspace{0.05cm}.

By Fourier transformation you get the frequency response

H_{\rm 0}(f) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} 1 + k_0 \cdot {\rm e}^{- {\rm j}\cdot 2 \pi f \tau_0}=1 + k_0 \cdot {\cos}( 2 \pi f \tau_0) + {\rm j}\cdot k_0 \cdot {\sin }( 2 \pi f \tau_0) \hspace{0.05cm},

and thus to the following magnitude of the frequency response:

|H_{\rm 0}(f)| = \sqrt{ \left [ 1 + k_0 \cdot {\cos}( 2 \pi f \tau_0)\right ]^2 + k_0^2 \cdot {\sin^2 }( 2 \pi f \tau_0)}\hspace{0.3cm} \Rightarrow \hspace{0.3cm}|H_{\rm 0}(f = 0)| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} 1+ k_0 \hspace{0.1cm} \underline {=1.2} \hspace{0.05cm},
|H_{\rm 0}(f = 250\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{ \left [ 1 + k_0 \cdot {\cos}( \pi/2)\right ]^2 + k_0^2 \cdot {\sin^2 }( \pi/2)} = \sqrt{1+ k_0^2} \hspace{0.1cm} \underline {\approx 1.02} \hspace{0.05cm},
|H_{\rm 0}(f = 500\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{ \left [ 1 + k_0 \cdot {\cos}( \pi)\right ]^2 + k_0^2 \cdot {\sin^2 }( \pi)} = {1- k_0} \hspace{0.1cm} \underline {= 0.8} \hspace{0.05cm}.
Magnitude of the frequency response of a two-way channel

The graphic (red curve) shows the function  |H_0(f)|.

  • The values you are looking for are marked by the yellow dots.
  • The blue curve refers to  (5)  with  k_0 = 1 \ \Rightarrow \ k_2 = k_0 \cdot k_1 = 10^{-4}.


(4)  Solution 1 is correct:

  • Destructive interference occurs for |H_0(f)| < 1, e.g. for f = 500 \ \rm kHz.
  • On the other hand:
|H_{\rm 0}(f = 750\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 250\,{\rm kHz})| \approx 1.02 > 1\hspace{0.05cm},
|H_{\rm 0}(f = 1\,{\rm MHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 0)| = 1.2 > 1 \hspace{0.05cm}.


(5)  The difference  \tau_{\rm max} - \tau_{\rm min}  between the delays in the two paths is equal to  \tau_0 = 1 \ \ \rm µ s.

  • So the coherence bandwidth is
B_{\rm K}\hspace{0.01cm}' = {1}/{\tau_{\rm 0} } \hspace{0.1cm} \underline {=1\,{\rm MHz}} \hspace{0.05cm}.
  • The result is independent from  k_2.  It applies to  k_2 = 2 \cdot 10^{-5} \Rightarrow \ k_0 = 0.2  and  k_2 = 10^{-4} \Rightarrow \ k_0 = 1  in the same way.
  • This approximation  B_{\rm K}\hspace{0.01cm}'  of the coherence bandwidth is shown in the graph.


(6)  Solution 2 is correct:

  • The channel is non–frequency–selective if the coherence bandwidth  B_{\rm K}  is significantly larger than the signal bandwidth  B_{\rm S}.
  • For the given channel, this is true for GSM, but not for UMTS. For UMTS, this is a frequency selective channel.