- Add spectrum monitoring via rtl_power with configurable presets
- Add OpenCelliD tower integration with Leaflet map display
- Add grgsm_scanner integration for passive GSM cell detection (alpha)
- Add rules engine for anomaly detection and findings
- Add baseline recording and comparison system
- Add setup.sh support for gr-gsm installation on Debian/Ubuntu
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add propagate=False to prevent child loggers from duplicating
messages through parent handler
- Only log SBS connection errors once until successful reconnect
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Fix bias-t option in rtl_433 for RTL-SDR and HackRF:
- rtl_433's -T flag is for timeout, not bias-t
- RTL-SDR: Use :biast=1 suffix on device string
- HackRF: Use bias_t=1 in SoapySDR device string
- Add "Listen (FM/AM)" buttons to TSCM RF signal details
- Switches to Listening Post mode and tunes to frequency
- Fix device detail header padding to prevent protocol badge
overlapping with close button
- New device_identity.py: Clusters BLE/WiFi observations into probable
physical devices using passive fingerprinting (not MAC addresses)
- Fingerprinting based on manufacturer data, service UUIDs, capabilities,
timing patterns, and RSSI trajectories
- Session tracking with automatic gap detection
- Risk indicators: stable RSSI, MAC rotation, ESP32 chipsets, audio-capable
- Full audit trail for all clustering decisions
- New ble_scanner.py: Cross-platform BLE scanning with bleak library
- Detects AirTags, Tile, SmartTags, ESP32 by manufacturer ID
- Fallback to system tools (btmgmt, hcitool, system_profiler)
- Added API endpoints for device identity clustering (/tscm/identity/*)
- Updated setup.sh with bleak dependency
- Updated documentation with TSCM features and hardware requirements
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
WiFi Scanning:
- Add 'iw' scan method as primary (sometimes works without root)
- Auto-detect wireless interface from /sys/class/net
- Better error logging for permission issues
- Fall back to iwlist if iw fails
UI Updates:
- Replace Critical/High/Medium/Low cards with new scoring model
- Now shows: High Interest (6+), Needs Review (3-5), Informational (0-2)
- Add Correlations count card
- Update counts based on device classification scores
Tracker Detection:
- Add detection for Apple AirTag (by OUI and name)
- Add detection for Tile trackers
- Add detection for Samsung SmartTag
- Add detection for ESP32/ESP8266 devices (Espressif chipset)
- Add generic chipset vendor detection
- New indicator types with appropriate scoring weights
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Classification levels:
- Green (Informational): Known devices in baseline, expected infrastructure
- Yellow (Needs Review): Unknown BLE devices, new WiFi APs, unidentified RF
- Red (High Interest): Persistent transmitters, audio-capable BLE, trackers,
devices with repeat detections across scans
Features:
- Device history tracking for repeat detection (24-hour window)
- Audio-capable BLE detection (headphones, mics, speakers)
- Classification reasons shown under each device
- Color-coded indicators with visual styling
- Microphone badge for audio-capable BLE devices
- Create routes/aprs.py with start/stop/stream endpoints for APRS decoding
- Support multiple regional frequencies (North America, Europe, Australia, etc.)
- Use direwolf (preferred) or multimon-ng as AFSK1200 decoder
- Parse APRS packets for position, weather, messages, and telemetry
- Add APRS visualization panel with Leaflet map and station tracking
- Include station list with callsigns, distance, and last heard time
- Add packet log with raw APRS data display
- Register APRS blueprint and add global state management
- Add direwolf and multimon-ng to dependency definitions
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Update acarsdec install instruction to point to ./setup.sh
- Add ACARS Messaging to README features list
- Add acarsdec to README acknowledgments section
- All sources now consistently recommend ./setup.sh for acarsdec
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Fix multimon-ng GitHub URL typo (EliasOewornal -> EliasOenal)
- Fix acarsdec install info (not in apt repos, must build from source)
- Add hcxdumptool to quick install command
- Add note about acarsdec requiring source build with link to setup.sh
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add routes/acars.py with start/stop/stream endpoints for ACARS decoding
- Build acarsdec from source in Dockerfile (not available in Debian slim)
- Add acarsdec installation script to setup.sh for native installs
- Add ACARS to dependency checker in utils/dependencies.py
- Add collapsible ACARS sidebar next to map in aircraft tracking tab
- Add collapsible ACARS panel in ADS-B dashboard with same layout
- Include guidance about needing two SDRs for simultaneous ADS-B + ACARS
- Support regional frequency presets (N.America, Europe, Asia-Pacific)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Adds support for SDRPlay RSP devices (RSPdx, RSP1A, RSPduo, etc.)
through the SoapySDR interface. Closes#44.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Same fix as build_fm_demod_command() - the parameter was being
passed but not defined in the method signatures.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The bias_t parameter was being passed to build_fm_demod_command()
but wasn't defined in the method signatures, causing an unexpected
keyword argument error.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Remove direct serial GPS dongle support in favor of gpsd daemon connectivity.
The UI now auto-connects to gpsd on page load and shows a GPS indicator when connected.
Simplify ADS-B dashboard controls bar for a cleaner, more compact layout.
Add setup-dev.sh for streamlined development environment setup.
- Remove GPSReader class and NMEA parsing (utils/gps.py)
- Consolidate to GPSDClient only with auto-connect endpoint
- Add GPS indicator with pulsing dot animation
- Compact controls bar with smaller fonts and tighter spacing
- Add aircraft database download banner/functionality
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add get_tool_path() to check /usr/sbin and /sbin for tools
- Update wifi.py to use full paths for airmon-ng, airodump-ng, aireplay-ng, aircrack-ng
- Add hcxdumptool and hcxtools to setup.sh for Debian and macOS
- Update check_cmd() in setup.sh to also check /usr/sbin and /sbin
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add debug stats (bytes_received, lines_received) to diagnose connection issues
- Capture stderr from dump1090 to show actual error messages on failure
- Add dump1090_running status to /adsb/status endpoint
- Fix aircraft_db.lookup() to handle Mictronics array format [reg, type, flags]
instead of expecting dict format {r: reg, t: type}
- Add logging for first few SBS lines to help debug parsing issues
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Add __getitem__, __setitem__, and __delitem__ methods to DataStore
class to support dict-style subscript notation (store[key]).
Fixes TypeError: 'DataStore' object is not subscriptable
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add Listening Post mode with frequency scanner and audio monitoring
- Add dependency warning for aircraft dashboard listen feature
- Auto-restart audio when switching frequencies
- Fix toolbar overflow on aircraft dashboard custom frequency
- Update setup script with full macOS/Debian support
- Clean up README and documentation for clarity
- Add sox and dump1090 to Dockerfile
- Add comprehensive tool reference to HARDWARE.md
- Add correlation, settings, and database utilities
- Add new test files for routes, validation, correlation, database
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Previously, RTL-SDR devices from SoapySDR were unconditionally skipped,
even if native rtl_test wasn't available. Now:
- Native detection runs first for RTL-SDR and HackRF
- SoapySDR only skips device types that were already found natively
- If native tools aren't available, SoapySDR detection is used as fallback
This fixes the issue where users with only SoapySDR installed couldn't
see their RTL-SDR or HackRF devices.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Airspy support:
- Add AIRSPY to SDRType enum and driver mappings
- Create AirspyCommandBuilder using SoapySDR tools (rx_fm, readsb, rtl_433)
- Register in SDRFactory and add to hardware type dropdown
- Supports Airspy R2/Mini (24MHz-1.8GHz) and HF+ devices
GPS coordinate persistence:
- Save observer location to localStorage when manually entered or via geolocation
- Restore saved coordinates on page load in both index.html and adsb_dashboard.html
- Coordinates are shared between both pages
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Features:
- Add rtl_tcp support for pager and sensor decoding
- Connect to remote RTL-SDR via rtl_tcp server
- New UI toggle and host:port inputs in sidebar
- Supports rtl_fm and rtl_433 with remote devices
- Add remote dump1090 support for ADS-B tracking
- Connect to dump1090 SBS output on remote machine
- New "Remote" checkbox with host:port in ADS-B dashboard
Backend changes:
- Add rtl_tcp_host/port fields to SDRDevice dataclass
- Add is_network property for detecting remote devices
- Update RTLSDRCommandBuilder to use rtl_tcp:host:port format
- Add create_network_device() to SDRFactory
- Add validate_rtl_tcp_host/port validation functions
- Update pager, sensor, and adsb routes to accept remote params
Note: dump1090 doesn't support rtl_tcp directly - use remote
dump1090's SBS output (port 30003) for remote ADS-B tracking.
- Add GPS dongle support with NMEA parsing (utils/gps.py, routes/gps.py)
- Add GPS device selector to ADS-B and Satellite observer location sections
- Add GPS dongle option to ADS-B dashboard
- Fix Python 3.7/3.8 compatibility by adding 'from __future__ import annotations'
to all SDR module files (fixes TypeError: 'type' object is not subscriptable)
- Add pyserial to requirements.txt
- Update README with GPS dongle documentation and troubleshooting
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The signal handler was intercepting SIGINT but not exiting, causing
the application to continue running. Now re-raises KeyboardInterrupt
so Flask can handle shutdown properly.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Security:
- Add input validation for all API endpoints (frequency, lat/lon, device, gain, ppm)
- Add HTML escaping utility to prevent XSS attacks
- Add path traversal protection for log file configuration
- Add proper HTTP status codes for error responses (400, 409, 503)
Performance:
- Reduce SSE keepalive overhead (30s interval instead of 1s)
- Add centralized SSE stream utility with optimized keepalive
- Add DataStore class for thread-safe data with automatic cleanup
New Features:
- Add data export endpoints (/export/aircraft, /export/wifi, /export/bluetooth)
- Support for both JSON and CSV export formats
- Add process cleanup on application exit (atexit handlers)
- Label Iridium module as demo mode with clear warnings
Code Quality:
- Create utils/validation.py for centralized input validation
- Create utils/sse.py for SSE stream utilities
- Create utils/cleanup.py for memory management
- Add safe_terminate() and register_process() for process management
- Improve error handling with proper logging throughout routes
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Users building dump1090-fa from source (e.g., on Debian Trixie where
dump1090-mutability is unavailable) can now use it with ADS-B tracking.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Split monolithic intercept.py (15k lines) into modular structure:
- routes/ - Flask blueprints for each feature
- templates/ - Jinja2 HTML templates
- data/ - OUI database, satellite TLEs, detection patterns
- utils/ - dependencies, process management, logging
- config.py - centralized configuration with env var support
- Add type hints to function signatures
- Replace bare except clauses with specific exceptions
- Add proper logging module (replaces print statements)
- Add environment variable support (INTERCEPT_* prefix)
- Add test suite with pytest
- Add Dockerfile for containerized deployment
- Add pyproject.toml with ruff/black/mypy config
- Add requirements-dev.txt for development dependencies
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
