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7. Channel Models. Signal Losses due to three Effects: 1. Large Scale Fading: due to distance 2. Medium Scale Fading: due to shadowing and obstacles 3.

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Presentation on theme: "7. Channel Models. Signal Losses due to three Effects: 1. Large Scale Fading: due to distance 2. Medium Scale Fading: due to shadowing and obstacles 3."— Presentation transcript:

1 7. Channel Models

2 Signal Losses due to three Effects: 1. Large Scale Fading: due to distance 2. Medium Scale Fading: due to shadowing and obstacles 3. Small Scale Fading: due to multipath

3 Wireless Channel Several Effects: Path Loss due to dissipation of energy: it depends on distance only Shadowing due to obstacles such as buildings, trees, walls. Is caused by absorption, reflection, scattering … Self-Interference due to Multipath. Frequencies of Interest: in the UHF (.3GHz – 3GHz) and SHF (3GHz – 30 GHz) bands;

4 Path Loss due to Free Space Propagation: Transmit antenna Receive antenna wavelength Path Loss in dB: 1.1. Large Scale Fading: Free Space For isotropic antennas:

5 2. Medium Scale Fading: Losses due to Buildings, Trees, Hills, Walls … The Power Loss in dB is random: approximately gaussian with expected value random, zero mean

6 Path loss exponent Reference distance indoor 1-10m outdoor m Free space loss at reference distance dB Average Loss Values for Exponent : Free Space2 Urban Indoors(LOS) Indoors(NLOS)4-6

7 Okumura: urban macrocells 1-100km, frequencies GHz, BS antenna m high; Hata: similar to Okumura, but simplified COST 231: Hata model extended by European study to 2GHz Empirical Models for Propagation Losses to Environment

8 3. Small Scale Fading due to Multipath. a. Spreading in Time: different paths have different lengths; time Transmit Receive Example for 100m path difference we have a time delay

9 Typical values channel time spread: channel

10 b. Spreading in Frequency: motion causes frequency shift (Doppler) time Transmit Receive Frequency (Hz) Doppler Shift for each path

11 time TransmitReceive Put everything together time

12 Re{.} LPF Each path has ……shift in time … …shift in frequency … … attenuation… (this causes small scale time variations) paths channel

13 2.1 Statistical Models of Fading Channels Several Reflectors: Transmit

14 For each path with NO Line Of Sight (NOLOS): average time delay each time delay each doppler shift

15 Assume: bandwidth of signal << … leading to this: Some mathematical manipulation … withrandom, time varying

16 Statistical Model for the time varying coefficients random By the CLT is gaussian, zero mean, with: with the Doppler frequency shift.

17 Each coefficient is complex, gaussian, WSS with autocorrelation and PSD with maximum Doppler frequency. This is called Jakes spectrum.

18 Bottom Line. This: time … can be modeled as: delays time

19 For each path unit power time varying (from autocorrelation) time invariant from power distribution

20 Parameters for a Multipath Channel (No Line of Sight): Time delays:sec Power Attenuations: dB Doppler Shift: Hz WSS with Jakes PSD Summary of Channel Model:

21 Non Line of Sight (NOLOS) and Line of Sight (LOS) Fading Channels 1.Rayleigh (No Line of Sight). Specified by: Time delays Power distribution Maximum Doppler 2. Ricean (Line of Sight) Same as Rayleigh, plus Ricean Factor Power through LOS Power through NOLOS

22 Simulink Example Rayleigh Fading Channel Parameters M-QAM Modulation Bit Rate

23 Set Numerical Values: modulation power channel Recall the Doppler Frequency: carrier freq. velocity Easy to show that:

24 Channel Parameterization 1.Time Spread and Frequency Coherence Bandwidth 2.Flat Fading vs Frequency Selective Fading 3.Doppler Frequency Spread and Time Coherence 4.Slow Fading vs Fast Fading

25 1. Time Spread and Frequency Coherence Bandwidth Try a number of experiments transmitting a narrow pulse at different random times We obtain a number of received pulses transmitted

26 Take the average received power at time Received Power time More realistically:

27 This defines the Coherence Bandwidth. Take a complex exponential signal with frequency. The response of the channel is: Ifthen i.e. the attenuation is not frequency dependent Define the Frequency Coherence Bandwidth as

28 frequency Coherence Bandwidth Channel Flat up to the Coherence Bandwidth This means that the frequency response of the channel is flat within the coherence bandwidth: Frequency Coherence Signal Bandwidth < > Frequency Selective Fading Flat Fading Just attenuation, no distortion Distortion!!!

29 Example: Flat Fading Channel :Delays T=[0 10e-6 15e-6] sec Power P=[0, -3, -8] dB Symbol Rate Fs=10kHz Doppler Fd=0.1Hz Modulation QPSK Spectrum: fairly uniform Very low Inter Symbol Interference (ISI)

30 Example: Frequency Selective Fading Channel :Delays T=[0 10e-6 15e-6] sec Power P=[0, -3, -8] dB Symbol Rate Fs=1MHz Doppler Fd=0.1Hz Modulation QPSK Spectrum with deep variations Very high ISI

31 3. Doppler Frequency Spread and Time Coherence Back to the experiment of sending pulses. Take autocorrelations: Where: transmitted

32 Take the FT of each one: This shows how the multipath characteristics change with time. It defines the Time Coherence: Within the Time Coherence the channel can be considered Time Invariant.

33 Summary of Time/Frequency spread of the channel Time Spread Frequency Spread Frequency Coherence Time Coherence

34 Stanford University Interim (SUI) Channel Models Extension of Work done at AT&T Wireless and Erceg etal. Three terrain types: Category A: Hilly/Moderate to Heavy Tree density; Category B: Hilly/ Light Tree density or Flat/Moderate to Heavy Tree density Category C: Flat/Light Tree density Six different Scenarios (SUI-1 – SUI-6). Found in IEEE c-01/29r4, Channel Models for Wireless Applications, V. Erceg etal, An Empirical Based Path Loss Model for Wireless Channels in Suburban Environments, IEEE Selected Areas in Communications, Vol 17, no 7, July 1999


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