Difference between revisions of "Aufgaben:Exercise 2.2: Simple Two-Path Channel Model"
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− | {{quiz-Header|Buchseite= | + | {{quiz-Header|Buchseite=Mobile_Communications/Multipath_Reception_in_Mobile_Communications}} |
− | [[File: | + | [[File:EN_Mob_A_2_2.png|right|frame|Two equivalent models for the two-path channel]] |
− | Here we consider a two- | + | Here we consider a two-path channel for mobile radio according to the adjacent graph, characterized by the model parameters |
:$$k_1 = 10^{-4}\hspace{0.05cm}, \hspace{0.2cm} \tau_{1} = 10\,{\rm µ s}\hspace{0.05cm}, \hspace{0.2cm}\tau_{2} = 11\,{\rm µ s} \hspace{0.05cm}.$$ | :$$k_1 = 10^{-4}\hspace{0.05cm}, \hspace{0.2cm} \tau_{1} = 10\,{\rm µ s}\hspace{0.05cm}, \hspace{0.2cm}\tau_{2} = 11\,{\rm µ s} \hspace{0.05cm}.$$ | ||
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− | An equivalent channel model is shown below, with only the part highlighted in green being considered further. This means: | + | 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 $(k_0, \tau_0$)–model is designated $H_0(f)$ | + | *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 [[ | + | An important descriptive parameter of any mobile radio system is the coherence bandwidth $B_{\rm K}$, which is defined in the chapter [[Mobile_Communications/The_GWSSUS_Channel_Model| 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 $B_{\rm K}$. | *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 | + | *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 | + | 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): |
− | :$$B_{\rm K}\hspace{0.01cm}' = \frac{1}{\ | + | :$$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 [[ | + | * This task belongs to the topic of the chapter [[Mobile_Communications/Multi-Path_Reception_in_Mobile_Communications| 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 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 | + | * 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$. |
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$d_1 \ = \ ${ 3 3% } $\ \ \rm km$ | $d_1 \ = \ ${ 3 3% } $\ \ \rm km$ | ||
− | {What are the parameters of the simplified model for $k_2 = 2 \cdot 10^{-5}$? | + | {What are the parameters of the simplified model for $k_2 = 2 \cdot 10^{-5}$ ? |
|type="{}"} | |type="{}"} | ||
$k_0 \ = \ ${ 0.2 3% } | $k_0 \ = \ ${ 0.2 3% } | ||
$\tau_0 \ = \ ${ 1 3% } $\ \ \rm µ s$ | $\tau_0 \ = \ ${ 1 3% } $\ \ \rm µ s$ | ||
− | {Calculate the magnitude frequency response ⇒ $|H_0(f)|$ of the simplified model for the frequencies $f = 0$, $f = 250 \ \rm kHz$ and $f = 500 \ \rm kHz$ | + | {Calculate the magnitude of the frequency response ⇒ $|H_0(f)|$ of the simplified model for the frequencies $f = 0$, $f = 250 \ \rm kHz$ and $f = 500 \ \rm kHz$ ? |
|type="{}"} | |type="{}"} | ||
$|H_0(f = 0)| \ = \ ${ 1.2 3% } | $|H_0(f = 0)| \ = \ ${ 1.2 3% } | ||
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$|H_0(f = 500 \ \rm kHz)| \ = \ ${ 0.8 3% } | $|H_0(f = 500 \ \rm kHz)| \ = \ ${ 0.8 3% } | ||
− | { | + | {For which signal frequencies $f_{\rm S}$ does destructive interference occur here? |
|type="[]"} | |type="[]"} | ||
+ $f_{\rm S} = 500 \ \rm kHz$, | + $f_{\rm S} = 500 \ \rm kHz$, | ||
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- $f_{\rm S} = 1 \ \rm MHz$. | - $f_{\rm S} = 1 \ \rm MHz$. | ||
− | { | + | {What is the approximate coherence bandwidth for $k_2 = 2 \cdot 10^{-5}$ and $k_2 = 10^{-4}$ ? |
|type="{}"} | |type="{}"} | ||
− | $k_2 = 2 \cdot 10^{-5} \text \ \hspace{0.4cm} B_{\rm K}\hspace{0.01cm}' = \ ${ 1 3% } $\ \rm MHz | + | $k_2 = 2 \cdot 10^{-5} \text{:} \ \hspace{0.4cm} B_{\rm K}\hspace{0.01cm}' = \ ${ 1 3% } $\ \rm MHz$ |
− | $k_2 = 10^{-4} \text \ \hspace{0.4cm} B_{\rm K}\hspace{0.01cm}' = \ ${ 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 | + | {Which statements are correct regarding frequency selectivity if $B_{\rm S}$ denotes the signal bandwidth? |
|type="[]"} | |type="[]"} | ||
− | - For GSM | + | - For GSM $(B_{\rm S} = 200 \ \rm kHz)$: the channel is frequency selective. |
− | + For UMTS | + | + For UMTS $(B_{\rm S} = 5 \ \rm MHz)$: the channel is frequency selective. |
</quiz> | </quiz> | ||
− | === | + | ===Solution=== |
{{ML-Kopf}} | {{ML-Kopf}} | ||
− | '''(1)''' | + | '''(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 \ | + | '''(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 path loss | + | *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 | '''(3)''' 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},$$ | \Rightarrow \hspace{0.3cm}|H_{\rm 0}(f = 0)| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} 1+ k_0 \hspace{0.1cm} \underline {=1.2} \hspace{0.05cm},$$ | ||
− | $$|H_{\rm 0}(f = 250\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{ \left [ 1 + k_0 \cdot {\cos}( \pi/2)\right ]^2 + k_0^2 \cdot {\sin^2 }( \pi/2)} = \sqrt{1+ k_0^2} \hspace{0.1cm} \underline {\approx 1.02} \hspace{0.05cm},$$ | + | :$$|H_{\rm 0}(f = 250\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{ \left [ 1 + k_0 \cdot {\cos}( \pi/2)\right ]^2 + k_0^2 \cdot {\sin^2 }( \pi/2)} = \sqrt{1+ k_0^2} \hspace{0.1cm} \underline {\approx 1.02} \hspace{0.05cm},$$ |
− | $$|H_{\rm 0}(f = 500\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{ \left [ 1 + k_0 \cdot {\cos}( \pi)\right ]^2 + k_0^2 \cdot {\sin^2 }( \pi)} = {1- k_0} \hspace{0.1cm} \underline {= 0.8} \hspace{0.05cm}.$$ | + | :$$|H_{\rm 0}(f = 500\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{ \left [ 1 + k_0 \cdot {\cos}( \pi)\right ]^2 + k_0^2 \cdot {\sin^2 }( \pi)} = {1- k_0} \hspace{0.1cm} \underline {= 0.8} \hspace{0.05cm}.$$ |
− | [[File:P_ID2158__Mob_A_2_2c.png|right|frame| | + | [[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 $|H_0(f)|$. | + | The graphic (red curve) shows the function $|H_0(f)|$. |
*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 blue curve refers to '''(5)''' with $k_0 = 1 \ \Rightarrow \ k_2 = k_0 \cdot k_1 = 10^{-4}$. |
− | '''(4)''' | + | '''(4)''' <u>Solution 1</u> is correct: |
− | *Destructive | + | *Destructive interference occurs for $|H_0(f)| < 1$, e.g. for $f = 500 \ \rm kHz$. |
*On the other hand: | *On the other hand: | ||
:$$|H_{\rm 0}(f = 750\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 250\,{\rm kHz})| \approx 1.02 > 1\hspace{0.05cm},$$ | :$$|H_{\rm 0}(f = 750\,{\rm kHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 250\,{\rm kHz})| \approx 1.02 > 1\hspace{0.05cm},$$ | ||
− | :$$|H_{\rm 0}(f = 1\,{\rm MHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 0)| = 1.2 > 1 \hspace{0.05cm}.$ | + | :$$|H_{\rm 0}(f = 1\,{\rm MHz})| \hspace{-0.1cm} \ = \ \hspace{-0.1cm} |H_{\rm 0}(f = 0)| = 1.2 > 1 \hspace{0.05cm}.$$ |
− | '''(5)''' The difference $\tau_{\rm max} | + | '''(5)''' The difference $\tau_{\rm max} - \tau_{\rm min}$ between the delays in the two paths is equal to $\tau_0 = 1 \ \ \rm µ s$. |
− | *So the coherence bandwidth | + | *So the coherence bandwidth is |
− | :$$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}.$$ |
− | *The result is independent from $k_2$. It applies to $k_2 = 2 \cdot 10^{-5} \Rightarrow k_0 = 0.2$ and $k_2 = 10^{-4} \Rightarrow k_0 = $ | + | *The result is independent from $k_2$. It applies to $k_2 = 2 \cdot 10^{-5} \Rightarrow \ k_0 = 0.2$ and $k_2 = 10^{-4} \Rightarrow \ k_0 = 1$ in the same way. |
− | * | + | *This approximation $B_{\rm K}\hspace{0.01cm}'$ of the coherence bandwidth is shown in the graph. |
− | '''(6)''' | + | '''(6)''' <u>Solution 2</u> is correct: |
− | *The channel is | + | *The channel is non–frequency–selective if the coherence bandwidth $B_{\rm K}$ is significantly larger than the signal bandwidth $B_{\rm S}$. |
− | *For the given channel, this is true for GSM, but not for UMTS. For UMTS | + | *For the given channel, this is true for GSM, but not for UMTS. For UMTS, this is a frequency selective channel. |
− | + | {{ML-Fuß}} | |
− | [[Category: | + | [[Category:Mobile Communications: Exercises|^2.2 Multi-Path Reception in Wireless Systems^]] |
Latest revision as of 13:37, 23 March 2021
Here we consider a two-path channel for mobile radio according to the adjacent graph, characterized by the model parameters
- $$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}.$$
Notes:
- This task belongs to the topic of the chapter Multi–Path Reception in Mobile Communications.
- For the solution you also need the speed of light $c = 3 \cdot 10^8 \ \rm m/s$.
- For $k_2$ only positive values are used here. However, as you may remember, if the secondary path is created by reflection on a wall, a phase change by $\pi$ occurs, resulting in a negative value of $k_2$.
Questionnaire
Solution
(2) The damping factor is $k_0 = k_2/k_1 \ \ \underline {= 0.2}$ and the delay time $\tau_0 = \tau_2 \ - \tau_1 \ \underline {= 1 \ \ \rm µ s}$.
- The effective path loss for both paths is thus $k_1 = 10^{-4}$ and the basic delay time is $\tau_1 = 10 \ \ \rm µ s$.
(3) The impulse location is
- $$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}.$$
The graphic (red curve) shows the function $|H_0(f)|$.
- The values you are looking for are marked by the yellow dots.
- The blue curve refers to (5) with $k_0 = 1 \ \Rightarrow \ k_2 = k_0 \cdot k_1 = 10^{-4}$.
(4) Solution 1 is correct:
- Destructive interference occurs for $|H_0(f)| < 1$, e.g. for $f = 500 \ \rm kHz$.
- On the other hand:
- $$|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.