Convert to module

src/config.py

@@ -1,8 +1,27 @@
 import os
 
 PREPROCESSING_SHORT_TERM_WINDOW_SIZE = 5
-PREPROCESSING_LONG_TERM_ALPHA = 0.1
+PREPROCESSING_LONG_TERM_ALPHA = 0.01
 AOA_SLIDING_WINDOW_SIZE = 20
 
-FEITCSI_IP_ADDRESS = os.getenv("IP_ADDRESS", "10.0.12.62")
+RECEIVE_IP_ADDRESS = os.getenv("IP_ADDRESS", "10.0.12.64")
+INJECT_IP_ADDRESS = os.getenv("INJECT_IP_ADDRESS", "10.0.12.63")
 FEITCSI_PORT = 8008
+
+SAMPLE_RATE = 100  # Hz
+
+EIGVAL_THRESHOLD = 1e4
+
+
+DELTA_F = 312_500  # Spacing between subcarriers in Hz
+CENTRAL_FREQUENCY_MHZ = 6195
+CENTRAL_FREQUENCY_HZ = CENTRAL_FREQUENCY_MHZ * 1_000_000
+
+ANTENNA_SPACING = 0.0285
+# ANTENNA_SPACING = 0.0285 * 3
+
+CHANNEL_WIDTH = 20
+FRAME_FORMAT = "HT"
+
+
+C = 299_792_458

src/main.py

@@ -1,13 +1,14 @@
 import logging
 import socket
 from typing import Callable
-from csi import CSI
-from aoa import AoA
-from preprocess import Preprocessor
-import visualise
 import threading
 import struct
-import config
+
+from .csi import CSI
+from .aoa import AoA
+from .preprocess import Preprocessor
+from . import config
+from . import visualise
 
 logging.basicConfig(
     level=logging.INFO,
@@ -18,23 +19,31 @@ logging.basicConfig(
 class FeitServer:
     def __init__(
         self,
-        ip: str,
-        frequency: int = 5260,
-        channel_width: int = 80,
-        frame_format: str = "VHT",
     ):
-        self.ip = ip
         self.port = config.FEITCSI_PORT
         self.server = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
-        self.server.connect((self.ip, self.port))
+        self.server.connect((config.RECEIVE_IP_ADDRESS, self.port))
         self.start_string = (
-            f"feitcsi --frequency {frequency} "
+            f"feitcsi --frequency {config.CENTRAL_FREQUENCY_MHZ} "
-            f"--channel-width {channel_width} --format {frame_format} "
+            f"--channel-width {config.CHANNEL_WIDTH} "
+            f"--format {config.FRAME_FORMAT} "
             f"--mode measure"
         )
         self.server.send(b"stop\n")
         self.server.send(self.start_string.encode())
 
+        self.inject_server = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+        self.inject_server.connect((config.INJECT_IP_ADDRESS, self.port))
+        inject_start_string = (
+            f"feitcsi --frequency {config.CENTRAL_FREQUENCY_MHZ} "
+            f"--channel-width {config.CHANNEL_WIDTH} "
+            f"--format {config.FRAME_FORMAT} "
+            f"--mode inject -s 1 --verbose "
+            f"--inject-delay {1_000_000 // config.SAMPLE_RATE}"
+        )
+        self.inject_server.send(b"stop\n")
+        self.inject_server.send(inject_start_string.encode())
+
     def listen(self, callback: Callable[[CSI], None]):
         while True:
             # This is the max size of a UDP packet. The size of the actual CSI
@@ -56,11 +65,12 @@ def process_data(data: CSI):
 
 
 if __name__ == "__main__":
-    server = FeitServer(config.FEITCSI_IP_ADDRESS)
+    server = FeitServer()
     preprocess = Preprocessor()
     aoa = AoA()
 
     # Start webapp in background thread
+    visualise.aoa = aoa
     webapp = threading.Thread(target=visualise.start)
     webapp.start()
 

src/preprocess.py

@@ -1,13 +1,17 @@
 import numpy as np
-from csi import CSI
+from .csi import CSI
 import logging
 from queue import Queue
-import config
+from . import config
 import numpy.typing as npt
+from scipy.signal import correlate
+
 
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.DEBUG)
 
+np.seterr(invalid="ignore")
+
 
 class Preprocessor:
     def __init__(self):