diff --git a/Windows/__pycache__/communications.cpython-312.pyc b/Windows/__pycache__/communications.cpython-312.pyc
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diff --git a/Windows/__pycache__/storedata.cpython-312.pyc b/Windows/__pycache__/storedata.cpython-312.pyc
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Binary files a/Windows/__pycache__/storedata.cpython-312.pyc and b/Windows/__pycache__/storedata.cpython-312.pyc differ
diff --git a/integration/readEMG.py b/integration/readEMG.py
new file mode 100644
index 0000000000000000000000000000000000000000..d1a0dd13162f0ab38ebc63ac41f439a29ef07bf0
--- /dev/null
+++ b/integration/readEMG.py
@@ -0,0 +1,95 @@
+import serial
+import time
+
+
+class EMGSensor:
+    def __init__(self, port='COM5', baudrate=9600):
+        self.port = port
+        self.baudrate = baudrate
+        self.ser = None
+        self._open_serial()
+
+    def _open_serial(self):
+        """
+        打开串口连接。
+        """
+        try:
+            self.ser = serial.Serial(self.port, self.baudrate, timeout=1)
+            print(f"Serial port {self.port} opened with baudrate {self.baudrate}.")
+        except Exception as e:
+            print(f"Error opening serial port: {e}")
+
+    def _decode(self, serial_data):
+        """
+        解码串口数据，返回两个ADC值。
+
+        :param serial_data: 从串口读取的原始数据
+        :return: 两个ADC值的列表
+        """
+        serial_string = serial_data.decode(errors="ignore")
+        adc_string_1 = ""
+        adc_string_2 = ""
+        adc_values = [0, 0]
+        if '\n' in serial_string:
+            # remove new line character
+            serial_string = serial_string.replace("\n", "")
+            if serial_string != '':
+                # Convert number to binary, placing 0s in empty spots
+                serial_string = format(int(serial_string, 10), "024b")
+
+                # Separate the input number from the data
+                adc_string_1 = serial_string[0:12]
+                adc_string_2 = serial_string[12:24]
+
+                adc_values[0] = int(adc_string_1, base=2)
+                adc_values[1] = int(adc_string_2, base=2)
+
+                return adc_values
+        return None
+
+    def read_emg_data(self):
+        """
+        从EMG传感器读取数据并返回两个输出值。
+
+        :return: 包含两个ADC值的列表，如果读取失败则返回 None
+        """
+        try:
+            # 读取一行数据
+            line = self.ser.readline()
+            emg_values = self._decode(line)
+            if emg_values:
+                return emg_values
+        except Exception as e:
+            print(f"Error reading data: {e}")
+        return None
+
+    def start_data_collection(self):
+        print("Starting EMG data collection...")
+        try:
+            while True:
+                emg_values = self.read_emg_data()
+                if emg_values is not None:
+                    print(f"EMG Value 1: {emg_values[0]}, EMG Value 2: {emg_values[1]}")
+                    # 在这里添加数据分析代码
+                    # 例如，计算平均值，滤波等
+                else:
+                    print("Failed to read EMG data")
+                time.sleep(0.1)  # 控制读取频率
+        except KeyboardInterrupt:
+            print("Stopping EMG data collection.")
+        finally:
+            self.close()
+
+    def close(self):
+        """
+        关闭串口连接。
+        """
+        if self.ser and self.ser.is_open:
+            self.ser.close()
+            print("Serial port closed.")
+
+
+if __name__ == "__main__":
+    sensor = EMGSensor(port='COM5', baudrate=9600)
+    sensor.start_data_collection()
+