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               Test of ND (MIMO) Modulators             
========================================================
================== 2-PAM, 4-QAM, and 4-PSK ==================
--- REAL MIMO (NRD) CHANNEL ---------
Dimension (nt):           4
Bits per dimension (k):   [1 1 1 1]
Symbols per dimension (M):[2 2 2 2]
Bitmap for dimension 0: [[0]
 [1]]
Symbol coordinates for dimension 0: [1.00 -1.00]
Bitmap for dimension 1: [[0]
 [1]]
Symbol coordinates for dimension 1: [1.00 -1.00]
Bitmap for dimension 2: [[0]
 [1]]
Symbol coordinates for dimension 2: [1.00 -1.00]
Bitmap for dimension 3: [[0]
 [1]]
Symbol coordinates for dimension 3: [1.00 -1.00]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


--- COMPLEX MIMO (NCD) CHANNEL --------
Dimension (nt):           2
Bits per dimension (k):   [2 2]
Symbols per dimension (M):[4 4]
Bitmap for dimension 0: [[0 0]
 [0 1]
 [1 0]
 [1 1]]
Symbol coordinates for dimension 0: [0.71+0.71i -0.71+0.71i 0.71-0.71i -0.71-0.71i]
Bitmap for dimension 1: [[0 0]
 [0 1]
 [1 0]
 [1 1]]
Symbol coordinates for dimension 1: [0.71+0.71i -0.71+0.71i 0.71-0.71i -0.71-0.71i]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


--- COMPLEX MIMO (NCD) CHANNEL --------
Dimension (nt):           2
Bits per dimension (k):   [2 2]
Symbols per dimension (M):[4 4]
Bitmap for dimension 0: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 0: [1.00+0.00i 0.00+1.00i -1.00+0.00i 0.00-1.00i]
Bitmap for dimension 1: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 1: [1.00+0.00i 0.00+1.00i -1.00+0.00i 0.00-1.00i]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


PAM: full LLR: [-61.26 -21.51 64.51 -17.16]
             : [-61.26 -21.51 64.51 -17.16]
QAM: full LLR: [-26.76 -31.10 20.41 -25.78]
             : [-26.76 -31.10 20.41 -25.78]
PSK: full LLR: [-28.65 -28.87 20.15 -22.77]
             : [-28.65 -28.87 20.15 -22.77]
PAM: Max-Log : [-61.26 -21.51 64.51 -17.16]
             : [-61.26 -21.51 64.51 -17.16]
QAM: Max-Log : [-26.76 -31.10 20.41 -26.27]
PSK: Max-Log : [-28.65 -28.87 20.15 -22.78]

PAM: diag. model : [1.36 6.94 -0.02 -12.09]
PAM: zero-forcing: [-19.46 -7.36 18.31 -6.10]
PAM: sphere-dec. : [-1000 -1000 1000 -1000]

================== 4-PAM, 16-QAM, and 16-PSK ==================
--- REAL MIMO (NRD) CHANNEL ---------
Dimension (nt):           4
Bits per dimension (k):   [2 2 2 2]
Symbols per dimension (M):[4 4 4 4]
Bitmap for dimension 0: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 0: [1.34 0.45 -0.45 -1.34]
Bitmap for dimension 1: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 1: [1.34 0.45 -0.45 -1.34]
Bitmap for dimension 2: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 2: [1.34 0.45 -0.45 -1.34]
Bitmap for dimension 3: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 3: [1.34 0.45 -0.45 -1.34]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


--- COMPLEX MIMO (NCD) CHANNEL --------
Dimension (nt):           2
Bits per dimension (k):   [4 4]
Symbols per dimension (M):[16 16]
Bitmap for dimension 0: [[0 0 0 0]
 [0 0 0 1]
 [0 0 1 1]
 [0 0 1 0]
 [0 1 0 0]
 [0 1 0 1]
 [0 1 1 1]
 [0 1 1 0]
 [1 1 0 0]
 [1 1 0 1]
 [1 1 1 1]
 [1 1 1 0]
 [1 0 0 0]
 [1 0 0 1]
 [1 0 1 1]
 [1 0 1 0]]
Symbol coordinates for dimension 0: [0.95+0.95i 0.32+0.95i -0.32+0.95i -0.95+0.95i 0.95+0.32i 0.32+0.32i -0.32+0.32i -0.95+0.32i 0.95-0.32i 0.32-0.32i -0.32-0.32i -0.95-0.32i 0.95-0.95i 0.32-0.95i -0.32-0.95i -0.95-0.95i]
Bitmap for dimension 1: [[0 0 0 0]
 [0 0 0 1]
 [0 0 1 1]
 [0 0 1 0]
 [0 1 0 0]
 [0 1 0 1]
 [0 1 1 1]
 [0 1 1 0]
 [1 1 0 0]
 [1 1 0 1]
 [1 1 1 1]
 [1 1 1 0]
 [1 0 0 0]
 [1 0 0 1]
 [1 0 1 1]
 [1 0 1 0]]
Symbol coordinates for dimension 1: [0.95+0.95i 0.32+0.95i -0.32+0.95i -0.95+0.95i 0.95+0.32i 0.32+0.32i -0.32+0.32i -0.95+0.32i 0.95-0.32i 0.32-0.32i -0.32-0.32i -0.95-0.32i 0.95-0.95i 0.32-0.95i -0.32-0.95i -0.95-0.95i]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


--- COMPLEX MIMO (NCD) CHANNEL --------
Dimension (nt):           2
Bits per dimension (k):   [4 4]
Symbols per dimension (M):[16 16]
Bitmap for dimension 0: [[0 0 0 0]
 [0 0 0 1]
 [0 0 1 1]
 [0 0 1 0]
 [0 1 1 0]
 [0 1 1 1]
 [0 1 0 1]
 [0 1 0 0]
 [1 1 0 0]
 [1 1 0 1]
 [1 1 1 1]
 [1 1 1 0]
 [1 0 1 0]
 [1 0 1 1]
 [1 0 0 1]
 [1 0 0 0]]
Symbol coordinates for dimension 0: [1.00+0.00i 0.92+0.38i 0.71+0.71i 0.38+0.92i 0.00+1.00i -0.38+0.92i -0.71+0.71i -0.92+0.38i -1.00+0.00i -0.92-0.38i -0.71-0.71i -0.38-0.92i 0.00-1.00i 0.38-0.92i 0.71-0.71i 0.92-0.38i]
Bitmap for dimension 1: [[0 0 0 0]
 [0 0 0 1]
 [0 0 1 1]
 [0 0 1 0]
 [0 1 1 0]
 [0 1 1 1]
 [0 1 0 1]
 [0 1 0 0]
 [1 1 0 0]
 [1 1 0 1]
 [1 1 1 1]
 [1 1 1 0]
 [1 0 1 0]
 [1 0 1 1]
 [1 0 0 1]
 [1 0 0 0]]
Symbol coordinates for dimension 1: [1.00+0.00i 0.92+0.38i 0.71+0.71i 0.38+0.92i 0.00+1.00i -0.38+0.92i -0.71+0.71i -0.92+0.38i -1.00+0.00i -0.92-0.38i -0.71-0.71i -0.38-0.92i 0.00-1.00i 0.38-0.92i 0.71-0.71i 0.92-0.38i]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


PAM: full LLR: [-9.55 2.24 -15.87 2.30 12.19 2.28 9.38 -2.38]
             : [-9.55 2.24 -15.87 2.30 12.19 2.28 9.38 -2.38]
QAM: full LLR: [-14.32 3.78 -38.33 13.34 44.61 13.24 3.78 -11.40]
             : [-14.32 3.78 -38.33 13.34 44.61 13.24 3.78 -11.40]
PSK: full LLR: [-23.21 -2.04 -5.98 0.71 5.84 15.26 2.95 -0.49]
             : [-23.21 -2.04 -5.98 0.71 5.84 15.26 2.95 -0.49]
PAM: Max-Log : [-9.39 2.41 -16.52 2.30 12.15 2.30 9.18 -2.41]
             : [-9.39 2.41 -16.52 2.30 12.15 2.30 9.18 -2.41]
QAM: Max-Log : [-14.36 3.79 -38.34 13.72 44.82 13.63 3.79 -11.38]
PSK: Max-Log : [-22.53 -1.96 -5.73 0.48 5.49 14.67 2.48 -0.48]

PAM: diag. model : [2.62 1.00 -17.64 8.09 -1.66 0.05 2.46 0.34]
PAM: zero-forcing: [-8.52 1.05 -15.85 3.78 12.39 3.12 5.46 -2.86]
PAM: sphere-dec. : [-1000 1000 -1000 1000 1000 1000 1000 -1000]

--- COMPLEX MIMO (NCD) CHANNEL --------
Dimension (nt):           3
Bits per dimension (k):   [2 6 4]
Symbols per dimension (M):[4 64 16]
Bitmap for dimension 0: [[0 0]
 [0 1]
 [1 0]
 [1 1]]
Symbol coordinates for dimension 0: [0.71+0.71i -0.71+0.71i 0.71-0.71i -0.71-0.71i]
Bitmap for dimension 1: [[0 0 0 0 0 0]
 [0 0 0 0 0 1]
 [0 0 0 0 1 1]
 [0 0 0 0 1 0]
 [0 0 0 1 1 0]
 [0 0 0 1 1 1]
 [0 0 0 1 0 1]
 [0 0 0 1 0 0]
 [0 0 1 0 0 0]
 [0 0 1 0 0 1]
 [0 0 1 0 1 1]
 [0 0 1 0 1 0]
 [0 0 1 1 1 0]
 [0 0 1 1 1 1]
 [0 0 1 1 0 1]
 [0 0 1 1 0 0]
 [0 1 1 0 0 0]
 [0 1 1 0 0 1]
 [0 1 1 0 1 1]
 [0 1 1 0 1 0]
 [0 1 1 1 1 0]
 [0 1 1 1 1 1]
 [0 1 1 1 0 1]
 [0 1 1 1 0 0]
 [0 1 0 0 0 0]
 [0 1 0 0 0 1]
 [0 1 0 0 1 1]
 [0 1 0 0 1 0]
 [0 1 0 1 1 0]
 [0 1 0 1 1 1]
 [0 1 0 1 0 1]
 [0 1 0 1 0 0]
 [1 1 0 0 0 0]
 [1 1 0 0 0 1]
 [1 1 0 0 1 1]
 [1 1 0 0 1 0]
 [1 1 0 1 1 0]
 [1 1 0 1 1 1]
 [1 1 0 1 0 1]
 [1 1 0 1 0 0]
 [1 1 1 0 0 0]
 [1 1 1 0 0 1]
 [1 1 1 0 1 1]
 [1 1 1 0 1 0]
 [1 1 1 1 1 0]
 [1 1 1 1 1 1]
 [1 1 1 1 0 1]
 [1 1 1 1 0 0]
 [1 0 1 0 0 0]
 [1 0 1 0 0 1]
 [1 0 1 0 1 1]
 [1 0 1 0 1 0]
 [1 0 1 1 1 0]
 [1 0 1 1 1 1]
 [1 0 1 1 0 1]
 [1 0 1 1 0 0]
 [1 0 0 0 0 0]
 [1 0 0 0 0 1]
 [1 0 0 0 1 1]
 [1 0 0 0 1 0]
 [1 0 0 1 1 0]
 [1 0 0 1 1 1]
 [1 0 0 1 0 1]
 [1 0 0 1 0 0]]
Symbol coordinates for dimension 1: [1.08+1.08i 0.77+1.08i 0.46+1.08i 0.15+1.08i -0.15+1.08i -0.46+1.08i -0.77+1.08i -1.08+1.08i 1.08+0.77i 0.77+0.77i 0.46+0.77i 0.15+0.77i -0.15+0.77i -0.46+0.77i -0.77+0.77i -1.08+0.77i 1.08+0.46i 0.77+0.46i 0.46+0.46i 0.15+0.46i -0.15+0.46i -0.46+0.46i -0.77+0.46i -1.08+0.46i 1.08+0.15i 0.77+0.15i 0.46+0.15i 0.15+0.15i -0.15+0.15i -0.46+0.15i -0.77+0.15i -1.08+0.15i 1.08-0.15i 0.77-0.15i 0.46-0.15i 0.15-0.15i -0.15-0.15i -0.46-0.15i -0.77-0.15i -1.08-0.15i 1.08-0.46i 0.77-0.46i 0.46-0.46i 0.15-0.46i -0.15-0.46i -0.46-0.46i -0.77-0.46i -1.08-0.46i 1.08-0.77i 0.77-0.77i 0.46-0.77i 0.15-0.77i -0.15-0.77i -0.46-0.77i -0.77-0.77i -1.08-0.77i 1.08-1.08i 0.77-1.08i 0.46-1.08i 0.15-1.08i -0.15-1.08i -0.46-1.08i -0.77-1.08i -1.08-1.08i]
Bitmap for dimension 2: [[0 0 0 0]
 [0 0 0 1]
 [0 0 1 1]
 [0 0 1 0]
 [0 1 0 0]
 [0 1 0 1]
 [0 1 1 1]
 [0 1 1 0]
 [1 1 0 0]
 [1 1 0 1]
 [1 1 1 1]
 [1 1 1 0]
 [1 0 0 0]
 [1 0 0 1]
 [1 0 1 1]
 [1 0 1 0]]
Symbol coordinates for dimension 2: [0.95+0.95i 0.32+0.95i -0.32+0.95i -0.95+0.95i 0.95+0.32i 0.32+0.32i -0.32+0.32i -0.95+0.32i 0.95-0.32i 0.32-0.32i -0.32-0.32i -0.95-0.32i 0.95-0.95i 0.32-0.95i -0.32-0.95i -0.95-0.95i]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


--- REAL MIMO (NRD) CHANNEL ---------
Dimension (nt):           6
Bits per dimension (k):   [1 3 2 1 3 2]
Symbols per dimension (M):[2 8 4 2 8 4]
Bitmap for dimension 0: [[0]
 [1]]
Symbol coordinates for dimension 0: [1.00 -1.00]
Bitmap for dimension 1: [[0 0 0]
 [0 0 1]
 [0 1 1]
 [0 1 0]
 [1 1 0]
 [1 1 1]
 [1 0 1]
 [1 0 0]]
Symbol coordinates for dimension 1: [1.53 1.09 0.65 0.22 -0.22 -0.65 -1.09 -1.53]
Bitmap for dimension 2: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 2: [1.34 0.45 -0.45 -1.34]
Bitmap for dimension 3: [[0]
 [1]]
Symbol coordinates for dimension 3: [1.00 -1.00]
Bitmap for dimension 4: [[0 0 0]
 [0 0 1]
 [0 1 1]
 [0 1 0]
 [1 1 0]
 [1 1 1]
 [1 0 1]
 [1 0 0]]
Symbol coordinates for dimension 4: [1.53 1.09 0.65 0.22 -0.22 -0.65 -1.09 -1.53]
Bitmap for dimension 5: [[0 0]
 [0 1]
 [1 1]
 [1 0]]
Symbol coordinates for dimension 5: [1.34 0.45 -0.45 -1.34]
---------- LLR calculation unit -----------------
LLR_calc_unit table properties:
The granularity in the LLR representation is 0.00
The LLR scale factor is 4096
The largest LLR that can be represented is 32768.00
The table resolution is 0.03
The number of entries in the table is 300
The tables truncates at the LLR value 9.38
-------------------------------------------------


0.01 0.01
BER passed
bit sequence : [0 1 1 0 0 1 0 0 0 1 0 0]
PAM: full LLR: [34.60 -2.96 -30.11 11.40 16.13 -3.17 29.92 50.38 4.47 -8.37 23.30 3.50]
QAM: full LLR: [60.29 -58.87 -98.02 22.66 6.70 -107.04 22.90 3.22 12.70 -7.41 34.29 6.74]