Update

.gitignore

@@ -221,4 +221,4 @@ build/
 research/star_ris_comp_noma/resources/tex/*
 research/star_ris_comp_noma/results/*
 research/statistical_analysis/results/*
-research/statistical_analysis/*
+# research/statistical_analysis/*

research/statistical_analysis/config.py

@@ -0,0 +1,106 @@
+"""
+Positions (x, y, z):
+- BS1 is the center user for U1C, and BS2 is the center user for U2C
+- Both base stations are at z = 25, and the RIS is at z = 10
+- The distances between the elements are around:
+    - BS1 to U1C and BS2 to U2C distance ≈ 25m
+    - BS1 to UF and BS2 to UF distance ≈ 65m
+    - BS1 to RIS and BS2 to RIS distance ≈ 55m
+    - RIS to UF distance ≈ 15m
+    - RIS to U1C and RIS to U2C distance ≈ 40m
+    - BS2 to U1C and BS1 to U2C distance ≈ 90m
+
+The 3D position components for each element of the system are generated as follows:
+- BS1: [-50, 0, 25]
+- BS2: [50, 0, 25]
+- RIS: [0, 25, 5]
+- Uf: [0, 35, 1]
+- U1c: [-40, 18, 1]
+- U2c: [30, 22, 1]
+
+Note that the distances can be within +- 5m of the given distance.
+
+Path Loss Exponents (alpha):
+- BS1-U1c and BS2-U2c Links = 3
+- {BS1, BS2}-Uf Links = 3.5
+- {BS1, BS2}-RIS Links = 3
+- RIS-{U1c, U2c} Links = 2.7
+- RIS-Uf Link = 2.3
+- BS2-U1c and BS1-U2c Links = 4
+
+Rician K Factors:
+- K1 = 5 dB for RIS-UF Link
+- K2 = 3 dB for RIS-{U1C, U2C} Links
+"""
+
+environment = {
+    "positions": {
+        "BS1": [-50, 0, 25],  # BS1 position
+        "BS2": [50, 0, 25],  # BS2 position
+        "RIS": [0, 25, 5],  # RIS position
+        "Uf": [0, 35, 1],  # Uf position
+        "U1c": [-40, 18, 1],  # U1c position
+        "U2c": [30, 22, 1],  # U2c position
+    },
+    "fading": {
+        "rayleigh": {"type": "rayleigh", "sigma": 1},  # Rayleigh fading
+        "ricianE": {
+            "type": "rician",
+            "K": 4,
+            "sigma": 1,
+        },  # Rician fading for edge users
+        "ricianC": {
+            "type": "rician",
+            "K": 3,
+            "sigma": 1,
+        },  # Rician fading for center users
+        "nakagami-id": {
+            "type": "nakagami",
+            "m": 1,
+            "omega": 1,
+        },  # Nakagami-m fading with m = 1
+        "nakagami-d": {
+            "type": "nakagami",
+            "m": 2,
+            "omega": 3,
+        },
+    },  # Nakagami-m fading with m = 2
+    "pathloss": {
+        "center": {"type": "free-space", "alpha": 3, "p0": 25},  # Center users
+        "ris": {"type": "free-space", "alpha": 3, "p0": 25},  # BS to RIS
+        "risC": {"type": "free-space", "alpha": 2.7, "p0": 25},  # RIS to center users
+        "risE": {"type": "free-space", "alpha": 2.3, "p0": 25},  # RIS to edge user
+        "edge": {"type": "free-space", "alpha": 3.5, "p0": 25},  # Edge users
+        "inter": {"type": "free-space", "alpha": 3.5, "p0": 25},  # Interference links
+    },
+}
+
+setting = {
+    "ris34": {
+        "ris_enhanced": True,  # RIS with 32 elements
+        "ris_elements": 34,
+        "comp_enabled": True,  # CoMP enabled
+    },
+    "no_ris": {
+        "ris_enhanced": False,  # No RIS
+        "ris_elements": 34,
+        "comp_enabled": True,  # CoMP enabled"
+    },
+    "ris72": {
+        "ris_enhanced": True,  # RIS with 70 elements
+        "ris_elements": 72,
+        "comp_enabled": True,  # CoMP enabled
+    },
+    "no_ris_non_comp": {
+        "ris_enhanced": False,  # No RIS
+        "ris_elements": 34,
+        "comp_enabled": False,  # CoMP disabled
+    },
+}
+
+constants = {
+    "BANDWIDTH": 1e6,  # Bandwidth in Hz
+    "TEMP": 300,  # Temperature in Kelvin
+    "FREQ": 2.4e9,  # Frequency of carrier signal in Hz
+    "SIGMA": 4.96,  # Shadowing standard deviation in dB
+}