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    0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 12.5

    3

    3.5

    4

    4.5

    5

    5.5

    6

    (ratio of HBS backhaul to MBS backhaul capacity)

    No Side Information

    Side Information

    Max

    Rate

    Direct MMSE

    Indirect MMSE

    DecodeandForward

    - -- -

    -- - - -

    10 5 0 52

    2.5

    3

    3.5

    4

    4.5

    5

    5.5

    6

    Ptx

    /z

    2[dB]

    MaxRate, NSI

    Max

    Rate, SI

    8 BS antennas

    4 BS antennas

    2 BS antennas

    - -- -- -

    -

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    4 5 6 7 8 9 100.8

    1

    1.2

    1.4

    1.6

    1.8

    2

    2.2

    2.4

    2.6

    2.8

    backhaul capacity C of the MBS [bps/Hz]

    MaxRate, NSI

    MaxRate, imperfect SI

    MaxRate, imperfect SI, robust

    MaxRate, perfect SI

    - -- -- -

    - - -

    1 2 3 4 5 6 70.8

    1

    1.2

    1.4

    1.6

    1.8

    2

    2.2

    the number of HBSs (NB1)

    MaxRate, NSI

    Max

    Rate, imperfect SIMaxRate, imperfect SI, robust

    MaxRate, perfect SI

    - -- - -- -

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    0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 0.556

    7

    8

    9

    10

    11

    12

    the ratio of Rspot

    /Rcell

    NH

    *Exhaustive Search

    TwoPhase Sparsity Inducing

    NH*

    Local

    NH

    *Random

    Ptx

    =5 dB

    Ptx

    =0 dB

    - -- - - -

    - -


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