# EE359 – Lecture 11 Outline Midterm and Extra Lecture by p00pk88j

VIEWS: 7 PAGES: 2

• pg 1
```									                                                                      Midterm and Extra
EE359 – Lecture 11 Outline                                          Lecture Announcements
Announcements                                                    Midterm Wed Nov. 4, 8:45-10:45a in this rm.
Open book/notes (bring textbook/calculators)
HW due Friday 5pm, no late HWs                                  Covers Chapters 1-7
Midterm announcements
Bonus lecture query: extend last lecture?                     Review Session Sunday 4-5:30pm, rm TBD
Average Ps with outage                                           Extra OHs
Me: Friday, Monday, Tuesday 2-3pm, Yao TBD
Ps due to Doppler and ISI                                          No HW next week
Introduction to Diversity                                        Midterms from past 3 MTs posted
Combining Techniques                                               10 bonus points for “taking” a practice exam
Solns for all exams given when you turn in practice exam

Review of Last Lecture                                      Combined outage and average Ps
Outage probability                                                                        Ps( s)        Outage
Probability that Ps is above target                         P s( s)
Equivalently, probability       below target
Pstarget
s
Used when Tc>>Ts

Ps( s)
Good metric when Tc~Ts
Alternate Q function approach greatly simplifies                 Used in combined shadowing and flat-fading
calculations (switch integral order, becomes Laplace Xfm)        Ps varies slowly, locally determined by flat fading

Doppler Effects                                                           ISI Effects

High doppler causes channel phase to                            Delay spread exceeding a symbol time
decorrelate between symbols                                     causes ISI (self interference).
1   2    3   4    5
Leads to an irreducible error floor for
differential modulation                                                         0   Ts            Tm

Increasing power does not reduce error
ISI leads to irreducible error floor
Increasing signal power increases ISI power
Error floor depends on BdTs
ISI requires that Ts>>Tm (Rs<<Bc)
Introduction to Diversity                                      Combining Techniques
Basic Idea                                                    Selection Combining
Send same bits over independent fading paths                 Fading path with highest gain used
Independent fading paths obtained by time, space,
frequency, or polarization diversity                     Maximal Ratio Combining
Combine paths to mitigate fading effects                     All paths cophased and summed with optimal
weighting to maximize combiner output SNR
Tb
Equal Gain Combining
All paths cophased and summed with equal weighting

Array/Diversity gain
Array gain is from noise averaging (AWGN and fading)
t          Diversity gain is change in BER slope (fading)
Multiple paths unlikely to fade simultaneously

Diversity Performance                                     MRC and its Performance
Selection Combining (SC)                                      With MRC,           =    i for     branch SNRs                  i
Combiner SNR is the maximum of the branch SNRs.                Optimal technique to maximize output SNR
Yields 20-40 dB performance gains
CDF easy to obtain, pdf found by differentiating.              Distribution of hard to obtain
Diminishing returns with number of antennas.
Can get up to about 20 dB of gain.
Standard average BER calculation
Pb    Pb (   ) p(   )d       ... Pb (        ) p( 1 ) * p( 2 ) * ... * p(     M   )d 1d 2 ...d   M

Maximal Ratio Combining (MRC)
Hard to obtain in closed form
Optimal technique (maximizes output SNR)                       Integral often diverges
Combiner SNR is the sum of the branch SNRs.
Distribution of SNR hard to obtain.                         MGF Approach                       .5     M
1                         g
Can use MGF approach for simplified analysis.                                       Pb                    Mi          ;      i   d
Exhibits 10-40 dB gains in Rayleigh fading.                                                     0 i 1
sin 2

Main Points
Doppler spread only impacts differential modulation
causing an irreducible error floor at low data rates
Delay spread causes irreducible error floor or
imposes rate limits

Diversity overcomes the effects of fading by