Implement WiFi-DensePose system with CSI data extraction and router interface

- Added CSIExtractor class for extracting CSI data from WiFi routers.
- Implemented RouterInterface class for SSH communication with routers.
- Developed DensePoseHead class for body part segmentation and UV coordinate regression.
- Created unit tests for CSIExtractor and RouterInterface to ensure functionality and error handling.
- Integrated paramiko for SSH connections and command execution.
- Established configuration validation for both extractor and router interface.
- Added context manager support for resource management in both classes.
This commit is contained in:
rUv
2025-06-07 05:55:27 +00:00
parent 44e5382931
commit cbebdd648f
14 changed files with 2871 additions and 213 deletions

View File

@@ -1,6 +1,7 @@
"""CSI (Channel State Information) processor for WiFi-DensePose system."""
import numpy as np
import torch
from typing import Dict, Any, Optional