Characterizing Deviations Using the Meta Distribution.pdf

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How Typical is "Typical"?
Characterizing Deviations Using the Meta Distribution
Martin Haenggi
University of Notre Dame, IN, USA
SpaSWiN 2017 Keynote
May 19, 2017
Available at
http://www.nd.edu/~mhaenggi/talks/spaswin17.pdf
M. Haenggi (ND)
How Typical is "Typical"?
05/19/2017
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Growth of stochastic geometry for wireless networks
Growth of articles on IEEE Xplore over 1.5 decades
IEEE Xplore Articles on "Stochastic Geometry" & "Wireless"
30
linear fit: f(x)=10*(x/6+1/3)
number of publications [dB]
25
Growth: 16 dB/decade (factor 40)
20
15
10
5
0
0
5
10
year-2000
How Typical is "Typical"?
15
M. Haenggi (ND)
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Overview
Menu
Overview
What is "typical"?
From spatial averages to the meta distribution
Poisson bipolar networks
Poisson cellular networks
◮
◮
◮
◮
Downlink
Uplink
D2D
What is coverage?
Spatial outage capacity
Ergodic spectral efficiency
Conclusions
M. Haenggi (ND)
How Typical is "Typical"?
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Typicality
The typical person
The typical French person (in numbers)
Lives 82 years.
Makes USD 29,759 per year (disposable income).
Lives in a household whose wealth is USD 53,851.
Lives in 1.8 rooms.
The typical American person (in numbers)
Lives 79 years.
Makes USD 41,071 per year (disposable income).
Lives in a household whose wealth is USD 163,268.
Lives in 2.4 rooms.
M. Haenggi (ND)
How Typical is "Typical"?
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Typicality
The (stereo)typical French person
M. Haenggi (ND)
How Typical is "Typical"?
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