docs: Update documentation with new modes, screenshots, and carousel UI

Add VDL2 to README, FEATURES.md, and USAGE.md. Add missing usage guides for ACARS, WebSDR, ISS SSTV, HF SSTV, TSCM, Spy Stations, and Offline Mode. Add ISS SSTV section to FEATURES.md. Add 7 new screenshots to GitHub Pages (Spy Stations, GPS, WebSDR, VDL2, Weather Satellite, Satellite Tracker, ISS SSTV). Redesign features section as a filterable carousel with category tabs, SVG icons, and scroll indicators. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-06-08 14:11:54 -07:00 · 2026-02-16 22:52:22 +00:00
parent 5c76a423af
commit 8cd3aafd10
12 changed files with 581 additions and 155 deletions
@@ -32,6 +32,7 @@ Support the developer of this open-source project
 - **Aircraft Tracking** - ADS-B via dump1090 with real-time map and radar
 - **Vessel Tracking** - AIS ship tracking with VHF DSC distress monitoring
 - **ACARS Messaging** - Aircraft datalink messages via acarsdec
+- **VDL2** - VHF Data Link Mode 2 aircraft datalink decoding via dumpvdl2
 - **Listening Post** - Wideband frequency scanner with real-time audio monitoring
 - **Weather Satellites** - NOAA APT and Meteor LRPT image decoding via SatDump with auto-scheduler
 - **WebSDR** - Remote HF/shortwave listening via KiwiSDR network
@@ -244,6 +245,7 @@ Created by **smittix** - [GitHub](https://github.com/smittix)
 [acarsdec](https://github.com/TLeconte/acarsdec) |
 [direwolf](https://github.com/wb2osz/direwolf) |
 [rtl_amr](https://github.com/bemasher/rtlamr) |
+[dumpvdl2](https://github.com/szpajder/dumpvdl2) |
 [aircrack-ng](https://www.aircrack-ng.org/) |
 [Leaflet.js](https://leafletjs.com/) |
 [SatDump](https://github.com/SatDump/SatDump) |
@@ -99,6 +99,18 @@ Digital Selective Calling (DSC) monitoring on the international maritime distres
 - **Multi-SDR support** - RTL-SDR, HackRF, LimeSDR, Airspy, SDRplay
 - **Message filtering** - filter by message type, flight, or registration

+## VDL2 (VHF Data Link Mode 2)
+
+- **Real-time VDL2 decoding** via dumpvdl2 on standard VDL2 frequencies
+- **ACARS-over-AVLC** message capture with full frame parsing
+- **Signal analysis** - frequency, signal level, noise level, SNR, burst length
+- **AVLC frame details** - source/destination addresses, frame type, command/response
+- **Raw JSON inspection** - expandable raw message data for each frame
+- **Multi-frequency monitoring** - simultaneous reception on multiple VDL2 channels
+- **Multi-SDR support** - RTL-SDR, HackRF, LimeSDR, Airspy, SDRplay
+- **CSV/JSON export** - export captured messages for offline analysis
+- **Integrated with ADS-B dashboard** - VDL2 messages linked to aircraft tracking
+
 ## Listening Post

 - **Wideband frequency scanning** via rtl_power sweep with SNR filtering
@@ -122,11 +134,23 @@ Digital Selective Calling (DSC) monitoring on the international maritime distres
 - **Receiver discovery** with automatic caching
 - **Frequency tuning** with band presets

+## ISS SSTV
+
+- **ISS SSTV image reception** on 145.800 MHz FM during special event transmissions
+- **Real-time ISS tracking** with world map and pass predictions
+- **Doppler correction** - optional lat/lon input for real-time frequency shift compensation
+- **Next pass countdown** - time remaining until ISS is overhead
+- **Image gallery** with timestamped decoded imagery
+- **TLE updates** - fetch latest ISS orbital elements
+- **Multi-SDR support** - RTL-SDR, HackRF, LimeSDR, Airspy, SDRplay
+
 ## HF SSTV

 - **Terrestrial SSTV decoding** across HF (80m-10m), VHF (6m, 2m), and UHF (70cm) bands
- **Predefined frequency lookup** for active SSTV calling frequencies
+- **Predefined frequency lookup** for 13 active SSTV calling frequencies
+- **Auto-modulation selection** - frequency table maps to correct mode (USB, LSB, FM)
 - **Image gallery** with decoded transmissions
+- **Common modes supported** - PD120, PD180, Martin1, Scottie1, Robot36

 ## APRS

@@ -69,6 +69,22 @@ INTERCEPT automatically detects known trackers:

 Common ISM band protocols including garage doors, key fobs, weather stations, and IoT devices in the 300-928 MHz range.

+## VDL2 (Aircraft Datalink)
+
+1. **Select Hardware** - Choose your SDR type
+2. **Select Device** - Choose your SDR device
+3. **Set Frequencies** - Default VDL2 frequencies are pre-configured (136.975, 136.725, 136.775 MHz etc.)
+4. **Start Decoding** - Click "Start" to begin VDL2 reception via dumpvdl2
+5. **View Messages** - AVLC frames appear with source/destination, signal levels, and decoded content
+6. **Inspect Details** - Click a message to view full AVLC frame details and raw JSON
+7. **Export** - Use CSV or JSON export buttons to save captured messages
+
+### Tips
+
+- VDL2 is most active near airports and along flight corridors
+- Multiple frequencies can be monitored simultaneously for better coverage
+- VDL2 data is also accessible from the ADS-B dashboard
+
 ## Listening Post

 1. **Select Hardware** - Choose your SDR type
@@ -110,6 +126,23 @@ The system highlights aircraft transmitting emergency squawks:
 - **7600** - Radio failure
 - **7700** - General emergency

+## ACARS Messaging
+
+1. **Select Hardware** - Choose your SDR type
+2. **Select Device** - Choose your SDR device
+3. **Select Region** - Choose North America, Europe, or Asia-Pacific to auto-populate frequencies
+4. **Select Frequencies** - Check one or more ACARS frequencies (131.550 MHz primary worldwide, 130.025 MHz secondary USA/Canada, etc.)
+5. **Adjust Gain** - Set gain (0 for auto, or 0-50 dB)
+6. **Start Decoding** - Click "Start" to begin ACARS reception via acarsdec
+7. **View Messages** - Aircraft messages appear in real-time with flight ID, registration, and content
+
+### Tips
+
+- A vertical polarization antenna works best for ACARS
+- Quarter-wave dipole: 57 cm per element at 130 MHz
+- Stock SDR antenna may work at close range near airports
+- Outdoor placement with clear sky view significantly improves reception
+
 ## ADS-B History (Optional)

 The history dashboard persists aircraft messages and per-aircraft snapshots to Postgres for long-running tracking and reporting.
@@ -221,6 +254,61 @@ Digital Selective Calling monitoring runs alongside AIS:
 - Distress positions plotted with pulsing alert markers
 - Audio alerts for critical messages

+## WebSDR
+
+1. **Set Frequency** - Enter a frequency in kHz (e.g., 6500 for 6.5 MHz)
+2. **Select Mode** - Choose demodulation mode (USB, LSB, AM, CW)
+3. **Find Receivers** - Click "Find Receivers" to discover available KiwiSDR nodes worldwide
+4. **Select Receiver** - Click a receiver from the list to connect
+5. **Listen** - Audio streams in real-time via WebSocket
+6. **Adjust Volume** - Use the volume slider and monitor the S-meter
+7. **Spy Station Presets** - Use the quick-tune buttons to jump to known number station frequencies
+
+### Tips
+
+- Requires an internet connection to access the KiwiSDR network
+- Receiver list is cached for 1 hour to reduce API load
+- Receivers are sorted by distance from your location
+- Integrated spy station presets allow quick tuning to SIGINT targets
+
+## ISS SSTV
+
+1. **Select Hardware** - Choose your SDR type
+2. **Select Device** - Choose your SDR device
+3. **Set Frequency** - Default is 145.800 MHz (ISS downlink)
+4. **Set Location** - Enter lat/lon for Doppler correction and pass prediction
+5. **Update TLE** - Click "Update TLE" to fetch latest ISS orbital elements
+6. **Wait for Pass** - The next pass countdown shows when ISS will be overhead
+7. **Start Decoding** - Click "Start" to begin SSTV reception
+8. **View Images** - Decoded SSTV images appear in the gallery with timestamps
+
+### Tips
+
+- A V-dipole or better antenna is required (stock antenna will not work)
+- V-dipole construction: 51 cm per element at 145.8 MHz, 120-degree angle between elements
+- ISS SSTV events occur during special anniversaries and missions — check ARISS for schedules
+- Best passes have elevation > 30 degrees above horizon
+- Doppler shift tracking dramatically improves reception quality
+- Common SSTV modes: PD120, PD180, Martin1, Scottie1
+- Outdoor antenna placement with clear sky view is essential
+
+## HF SSTV
+
+1. **Select Hardware** - Choose your SDR type
+2. **Select Device** - Choose your SDR device
+3. **Select Frequency** - Choose from 13 preset frequencies or enter a custom one
+4. **Modulation** - Auto-selected based on frequency (USB for HF, FM for VHF/UHF)
+5. **Start Decoding** - Click "Start" to begin SSTV reception
+6. **View Images** - Decoded amateur radio images appear in the gallery
+
+### Tips
+
+- HF frequencies (3-30 MHz) require an upconverter with RTL-SDR
+- VHF/UHF frequencies (145 MHz, 433 MHz) work directly with RTL-SDR
+- Most popular frequency: 14.230 MHz USB (20m band) with regular activity
+- Weekend activity peaks on most HF bands
+- Amateur license is not required to receive (listen-only)
+
 ## APRS

 1. **Select Hardware** - Choose your SDR type
@@ -283,6 +371,46 @@ Digital Selective Calling monitoring runs alongside AIS:
 - GPS fix may take 30-60 seconds after cold start
 - Accuracy improves with more satellites in view

+## TSCM (Counter-Surveillance)
+
+1. **Select Sweep Type** - Choose from Quick Scan (2 min), Standard (5 min), Full Sweep (15 min), or presets for Wireless Cameras, Body-Worn Devices, or GPS Trackers
+2. **Select Scan Sources** - Toggle WiFi, Bluetooth, and/or RF/SDR scanning and select the appropriate interfaces
+3. **Select Baseline** - Optionally choose a previously recorded baseline to compare against
+4. **Start Sweep** - Click "Start Sweep" to begin scanning
+5. **Review Results** - Detected devices are classified and scored by threat level
+6. **Record Baseline** - In a known clean environment, record a baseline for future comparison
+7. **Export Report** - Generate PDF report, JSON annex, or CSV data
+
+### Threat Levels
+
+- **Informational (0-2)** - Known or expected devices
+- **Needs Review (3-5)** - Unusual devices requiring assessment
+- **High Interest (6+)** - Multiple indicators warrant investigation
+
+### Tips
+
+- Record a baseline in a known clean environment before conducting sweeps
+- Use the meeting window feature to flag new RF signatures during sensitive periods
+- Full functionality requires WiFi adapter, Bluetooth adapter, and SDR hardware
+- Threat detection uses a database of 47K+ known tracker fingerprints
+
+## Spy Stations
+
+1. **Browse Database** - View the full list of documented number stations and diplomatic networks
+2. **Filter by Type** - Toggle between Number Stations and Diplomatic Networks
+3. **Filter by Country** - Select specific countries (Russia, Cuba, Israel, Poland, etc.)
+4. **Filter by Mode** - Filter by demodulation mode (USB, AM, CW, OFDM)
+5. **View Details** - Click "Details" on a station card for full information
+6. **Tune In** - Click "Tune In" to route the station frequency to the Listening Post or WebSDR
+
+### Tips
+
+- Data sourced from priyom.org (non-profit monitoring community)
+- Most activity is on HF bands (3-30 MHz) — propagation varies by time of day
+- Notable stations: UVB-76 "The Buzzer" (4625 kHz), E06 English Man, HM01 Cuban Numbers
+- Legal to monitor in most countries (check local regulations)
+- No decryption or content decoding is included — this is a reference database
+
 ## Meshtastic

 1. **Connect Device** - Plug in a Meshtastic device via USB or connect via TCP
@@ -291,6 +419,22 @@ Digital Selective Calling monitoring runs alongside AIS:
 4. **View Nodes** - Connected nodes displayed with signal metrics (RSSI, SNR)
 5. **Send Messages** - Type messages to broadcast on the mesh

+## Offline Mode
+
+1. **Open Settings** - Click the gear icon in the navigation bar
+2. **Offline Tab** - Toggle "Offline Mode" to enable local assets
+3. **Configure Sources** - Switch assets and fonts from CDN to local
+4. **Set Tile Provider** - Choose a map tile provider or enter a custom tile server URL
+5. **Check Assets** - Click "Check Assets" to verify all local files are present
+
+### Tips
+
+- Download required assets: Leaflet JS/CSS, Chart.js, Inter and JetBrains Mono fonts
+- Assets are stored in the `static/vendor/` directory
+- For maps, you need a local tile server (e.g., self-hosted OpenStreetMap tiles)
+- Missing assets fail gracefully with console warnings
+- Useful for air-gapped environments, field deployments, or reducing latency
+
 ## Remote Agents (Distributed SIGINT)

 Deploy lightweight sensor nodes across multiple locations and aggregate data to a central controller.
@@ -35,7 +35,7 @@
            </div>
            <div class="hero-stats">
                <div class="stat">
-                    <span class="stat-value">20+</span>
+                    <span class="stat-value">25+</span>
                    <span class="stat-label">Modes</span>
                </div>
                <div class="stat">
@@ -58,151 +58,143 @@
            <h2>Capabilities</h2>
            <p class="section-subtitle">Everything you need for signal intelligence in one interface</p>

-            <div class="features-grid">
-                <div class="feature-card">
-                    <div class="feature-icon">📟</div>
-                    <h3>Pager Decoding</h3>
-                    <p>Decode POCSAG and FLEX pager messages using rtl_fm and multimon-ng. Monitor emergency services and legacy paging systems.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">✈️</div>
-                    <h3>Aircraft Tracking</h3>
-                    <p>Real-time ADS-B tracking with interactive maps, aircraft photos, emergency squawk detection, and range visualization.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📡</div>
-                    <h3>433MHz Sensors</h3>
-                    <p>Decode 200+ protocols including weather stations, TPMS, smart home devices, and IoT sensors via rtl_433.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📻</div>
-                    <h3>Sub-GHz Analyzer</h3>
-                    <p>HackRF-based signal capture and protocol decoding for 300-928 MHz ISM bands with spectrum analysis and replay.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📻</div>
-                    <h3>Listening Post</h3>
-                    <p>Frequency scanner with real-time audio monitoring, fine-tuning controls, and customizable frequency presets.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🛰️</div>
-                    <h3>Satellite Tracking</h3>
-                    <p>Track satellites with TLE data, sky plots, ground track visualization, and pass predictions for your location.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📶</div>
-                    <h3>WiFi Scanning</h3>
-                    <p>Monitor mode reconnaissance via aircrack-ng. Network discovery, client tracking, and handshake capture.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🔵</div>
-                    <h3>Bluetooth Scanning</h3>
-                    <p>Device discovery with tracker detection for AirTags, Tile, Samsung SmartTag, and other Bluetooth devices.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📍</div>
-                    <h3>BT Locate</h3>
-                    <p>SAR Bluetooth device location with GPS-tagged signal trail mapping, IRK-based RPA resolution, and proximity audio alerts.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🛰️</div>
-                    <h3>GPS Tracking</h3>
-                    <p>Real-time GPS position tracking with live map, speed, heading, altitude, satellite info, and track recording.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🛡️</div>
-                    <h3>TSCM</h3>
-                    <p>Counter-surveillance with baseline recording, threat detection, device correlation, and risk scoring.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">⚡</div>
-                    <h3>Meter Reading</h3>
-                    <p>Intercept smart utility meters via rtl_amr. Monitor electricity, gas, and water meter transmissions.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🚢</div>
-                    <h3>Vessel Tracking</h3>
-                    <p>Real-time AIS ship tracking via AIS-catcher. Monitor maritime traffic with vessel details, course, speed, and destination.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🔢</div>
-                    <h3>Spy Stations</h3>
-                    <p>Number stations and diplomatic HF network database. Frequencies, schedules, and background info from priyom.org.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🌐</div>
-                    <h3>Remote Agents</h3>
-                    <p>Distributed signal intelligence with remote sensor nodes. Deploy agents across multiple locations and aggregate data to a central controller.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📴</div>
-                    <h3>Offline Mode</h3>
-                    <p>Run without internet using bundled assets. Choose from multiple map tile providers or use your own local tile server.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📡</div>
-                    <h3>Meshtastic</h3>
-                    <p>LoRa mesh network integration. Connect to Meshtastic devices for decentralized, long-range communication monitoring.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🌧️</div>
-                    <h3>Weather Satellites</h3>
-                    <p>NOAA APT and Meteor LRPT image decoding via SatDump with auto-scheduler, polar plot, and ground track map.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🖼️</div>
-                    <h3>ISS SSTV</h3>
-                    <p>Receive Slow Scan Television from the ISS. Real-time tracking globe, pass predictions, and image decoding.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🖼️</div>
-                    <h3>HF SSTV</h3>
-                    <p>Terrestrial SSTV on shortwave frequencies. Decode amateur radio image transmissions across HF, VHF, and UHF bands.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">✈️</div>
-                    <h3>ACARS</h3>
-                    <p>Aircraft datalink messages via acarsdec. Decode operational, weather, and position reports from commercial flights.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">📍</div>
-                    <h3>APRS</h3>
-                    <p>Amateur packet radio position reports and telemetry via direwolf. Track amateur radio operators on an interactive map.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">🌐</div>
-                    <h3>WebSDR</h3>
-                    <p>Remote HF/shortwave listening via the KiwiSDR network. Access receivers worldwide with real-time audio streaming.</p>
-                </div>
-
-                <div class="feature-card">
-                    <div class="feature-icon">⚡</div>
-                    <h3>Utility Meters</h3>
-                    <p>Smart meter monitoring via rtl_amr. Receive electric, gas, and water meter broadcasts in real time.</p>
-                </div>
+            <div class="carousel-filters">
+                <button class="filter-btn active" data-filter="all">All</button>
+                <button class="filter-btn" data-filter="sdr">SDR / RF</button>
+                <button class="filter-btn" data-filter="aviation">Aviation & Maritime</button>
+                <button class="filter-btn" data-filter="space">Space & Satellite</button>
+                <button class="filter-btn" data-filter="wireless">Wireless & Security</button>
+                <button class="filter-btn" data-filter="platform">Platform</button>
            </div>
+
+            <div class="carousel-wrapper">
+                <button class="carousel-arrow carousel-arrow-left" aria-label="Scroll left">&#8249;</button>
+                <div class="carousel-track">
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="2" y="5" width="20" height="14" rx="2"/><line x1="6" y1="9" x2="6" y2="15"/><line x1="10" y1="9" x2="10" y2="15"/><line x1="14" y1="11" x2="18" y2="11"/><line x1="14" y1="13" x2="18" y2="13"/></svg></div>
+                        <h3>Pager Decoding</h3>
+                        <p>Decode POCSAG and FLEX pager messages using rtl_fm and multimon-ng. Monitor emergency services and legacy paging systems.</p>
+                    </div>
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 2v4"/><path d="M12 18v4"/><circle cx="12" cy="12" r="4"/><path d="M4.93 4.93l2.83 2.83"/><path d="M16.24 16.24l2.83 2.83"/><path d="M2 12h4"/><path d="M18 12h4"/><path d="M4.93 19.07l2.83-2.83"/><path d="M16.24 7.76l2.83-2.83"/></svg></div>
+                        <h3>433MHz Sensors</h3>
+                        <p>Decode 200+ protocols including weather stations, TPMS, smart home devices, and IoT sensors via rtl_433.</p>
+                    </div>
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M2 12h4l3-9 6 18 3-9h4"/></svg></div>
+                        <h3>Sub-GHz Analyzer</h3>
+                        <p>HackRF-based signal capture and protocol decoding for 300-928 MHz ISM bands with spectrum analysis and replay.</p>
+                    </div>
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 18.5a6.5 6.5 0 1 1 0-13"/><path d="M17 12h5"/><path d="M12 7V2"/><circle cx="12" cy="12" r="2"/><path d="M8.5 8.5L5 5"/></svg></div>
+                        <h3>Listening Post</h3>
+                        <p>Frequency scanner with real-time audio monitoring, fine-tuning controls, and customizable frequency presets.</p>
+                    </div>
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><line x1="2" y1="12" x2="22" y2="12"/><path d="M12 2a15.3 15.3 0 0 1 4 10 15.3 15.3 0 0 1-4 10 15.3 15.3 0 0 1-4-10 15.3 15.3 0 0 1 4-10z"/></svg></div>
+                        <h3>WebSDR</h3>
+                        <p>Remote HF/shortwave listening via the KiwiSDR network. Access receivers worldwide with real-time audio streaming.</p>
+                    </div>
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="4" y="4" width="16" height="16" rx="2"/><path d="M8 8h2v2H8z"/><path d="M14 8h2v2h-2z"/><path d="M8 14h2v2H8z"/><path d="M14 14h2v2h-2z"/><path d="M11 8h2v2h-2z"/><path d="M11 11h2v2h-2z"/></svg></div>
+                        <h3>Spy Stations</h3>
+                        <p>Number stations and diplomatic HF network database. Frequencies, schedules, and background info from priyom.org.</p>
+                    </div>
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0 1 18 0z"/><circle cx="12" cy="10" r="3"/></svg></div>
+                        <h3>APRS</h3>
+                        <p>Amateur packet radio position reports and telemetry via direwolf. Track amateur radio operators on an interactive map.</p>
+                    </div>
+                    <div class="feature-card" data-category="sdr">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M13 2L3 14h9l-1 8 10-12h-9l1-8z"/></svg></div>
+                        <h3>Utility Meters</h3>
+                        <p>Smart meter monitoring via rtl_amr. Receive electric, gas, and water meter broadcasts in real time.</p>
+                    </div>
+                    <div class="feature-card" data-category="aviation">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M17.8 19.2L16 11l3.5-3.5C21 6 21.5 4 21 3c-1-.5-3 0-4.5 1.5L13 8 4.8 6.2c-.5-.1-.9.1-1.1.5l-.3.5c-.2.5-.1 1 .3 1.3L9 12l-2 3H4l-1 1 3 2 2 3 1-1v-3l3-2 3.5 5.3c.3.4.8.5 1.3.3l.5-.2c.4-.3.6-.7.5-1.2z"/></svg></div>
+                        <h3>Aircraft Tracking</h3>
+                        <p>Real-time ADS-B tracking with interactive maps, aircraft photos, emergency squawk detection, and range visualization.</p>
+                    </div>
+                    <div class="feature-card" data-category="aviation">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="4" width="18" height="16" rx="2"/><path d="M7 8h10"/><path d="M7 12h6"/><path d="M7 16h8"/></svg></div>
+                        <h3>ACARS</h3>
+                        <p>Aircraft datalink messages via acarsdec. Decode operational, weather, and position reports from commercial flights.</p>
+                    </div>
+                    <div class="feature-card" data-category="aviation">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 5v14"/><path d="M5 12h14"/><circle cx="12" cy="12" r="9"/><path d="M3.5 9h17"/><path d="M3.5 15h17"/></svg></div>
+                        <h3>VDL2</h3>
+                        <p>VHF Data Link Mode 2 aircraft datalink decoding via dumpvdl2. Real-time ACARS-over-AVLC message capture with signal analysis.</p>
+                    </div>
+                    <div class="feature-card" data-category="aviation">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M2 20l4-4h3l4-7 2 4h2l5-9"/><path d="M22 20H2"/><path d="M6 16v4"/></svg></div>
+                        <h3>Vessel Tracking</h3>
+                        <p>Real-time AIS ship tracking via AIS-catcher. Monitor maritime traffic with vessel details, course, speed, and destination.</p>
+                    </div>
+                    <div class="feature-card" data-category="space">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="3"/><path d="M12 1v4"/><path d="M12 19v4"/><path d="M5 5l2 2"/><path d="M17 17l2 2"/><path d="M1 12h4"/><path d="M19 12h4"/><path d="M5 19l2-2"/><path d="M17 7l2-2"/><ellipse cx="12" cy="12" rx="10" ry="4" transform="rotate(45 12 12)"/></svg></div>
+                        <h3>Satellite Tracking</h3>
+                        <p>Track satellites with TLE data, sky plots, ground track visualization, and pass predictions for your location.</p>
+                    </div>
+                    <div class="feature-card" data-category="space">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 2v2"/><path d="M12 20v2"/><path d="m4.93 4.93 1.41 1.41"/><path d="m17.66 17.66 1.41 1.41"/><path d="M2 12h2"/><path d="M20 12h2"/><path d="m6.34 17.66-1.41 1.41"/><path d="m19.07 4.93-1.41 1.41"/><circle cx="12" cy="12" r="4"/><path d="M16 12a4 4 0 0 0-4-4"/></svg></div>
+                        <h3>Weather Satellites</h3>
+                        <p>NOAA APT and Meteor LRPT image decoding via SatDump with auto-scheduler, polar plot, and ground track map.</p>
+                    </div>
+                    <div class="feature-card" data-category="space">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="18" height="18" rx="2"/><circle cx="8.5" cy="8.5" r="1.5"/><path d="M21 15l-5-5L5 21"/></svg></div>
+                        <h3>ISS SSTV</h3>
+                        <p>Receive Slow Scan Television from the ISS. Real-time tracking globe, pass predictions, and image decoding.</p>
+                    </div>
+                    <div class="feature-card" data-category="space">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="18" height="18" rx="2"/><path d="M3 9h18"/><path d="M9 3v18"/></svg></div>
+                        <h3>HF SSTV</h3>
+                        <p>Terrestrial SSTV on shortwave frequencies. Decode amateur radio image transmissions across HF, VHF, and UHF bands.</p>
+                    </div>
+                    <div class="feature-card" data-category="space">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="10"/><path d="M12 2a14.5 14.5 0 0 0 0 20 14.5 14.5 0 0 0 0-20"/><path d="M2 12h20"/><path d="M12 8l4 4-4 4"/></svg></div>
+                        <h3>GPS Tracking</h3>
+                        <p>Real-time GPS position tracking with live map, speed, heading, altitude, satellite info, and track recording.</p>
+                    </div>
+                    <div class="feature-card" data-category="wireless">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M5 12.55a11 11 0 0 1 14.08 0"/><path d="M1.42 9a16 16 0 0 1 21.16 0"/><path d="M8.53 16.11a6 6 0 0 1 6.95 0"/><circle cx="12" cy="20" r="1"/></svg></div>
+                        <h3>WiFi Scanning</h3>
+                        <p>Monitor mode reconnaissance via aircrack-ng. Network discovery, client tracking, and handshake capture.</p>
+                    </div>
+                    <div class="feature-card" data-category="wireless">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="10" r="6"/><path d="M12 16v5"/><path d="M8 21h8"/><path d="M9.5 7.5L12 10l2.5-2.5"/></svg></div>
+                        <h3>Bluetooth Scanning</h3>
+                        <p>Device discovery with tracker detection for AirTags, Tile, Samsung SmartTag, and other Bluetooth devices.</p>
+                    </div>
+                    <div class="feature-card" data-category="wireless">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="3"/><circle cx="12" cy="12" r="7" stroke-dasharray="4 2"/><circle cx="12" cy="12" r="11" stroke-dasharray="2 3"/><line x1="12" y1="1" x2="12" y2="3"/></svg></div>
+                        <h3>BT Locate</h3>
+                        <p>SAR Bluetooth device location with GPS-tagged signal trail mapping, IRK-based RPA resolution, and proximity audio alerts.</p>
+                    </div>
+                    <div class="feature-card" data-category="wireless">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 22s-8-4.5-8-11.8A8 8 0 0 1 12 2a8 8 0 0 1 8 8.2c0 7.3-8 11.8-8 11.8z"/><circle cx="12" cy="10" r="3"/><path d="M12 2v3"/><path d="M4.93 4.93l2.12 2.12"/><path d="M20 12h-3"/></svg></div>
+                        <h3>TSCM</h3>
+                        <p>Counter-surveillance with baseline recording, threat detection, device correlation, and risk scoring.</p>
+                    </div>
+                    <div class="feature-card" data-category="wireless">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M12 2L2 7l10 5 10-5-10-5z"/><path d="M2 17l10 5 10-5"/><path d="M2 12l10 5 10-5"/></svg></div>
+                        <h3>Meshtastic</h3>
+                        <p>LoRa mesh network integration. Connect to Meshtastic devices for decentralized, long-range communication monitoring.</p>
+                    </div>
+                    <div class="feature-card" data-category="platform">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><rect x="2" y="3" width="20" height="14" rx="2"/><line x1="8" y1="21" x2="16" y2="21"/><line x1="12" y1="17" x2="12" y2="21"/><circle cx="9" cy="10" r="1.5"/><circle cx="15" cy="10" r="1.5"/><path d="M5 10h2"/><path d="M17 10h2"/></svg></div>
+                        <h3>Remote Agents</h3>
+                        <p>Distributed signal intelligence with remote sensor nodes. Deploy agents across multiple locations and aggregate data to a central controller.</p>
+                    </div>
+                    <div class="feature-card" data-category="platform">
+                        <div class="feature-icon"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M18.36 6.64A9 9 0 0 1 20.77 15"/><path d="M6.16 6.16a9 9 0 0 0-2.57 8.84"/><path d="M12 2v4"/><path d="M2 12h4"/><line x1="2" y1="2" x2="22" y2="22"/><circle cx="12" cy="12" r="3"/></svg></div>
+                        <h3>Offline Mode</h3>
+                        <p>Run without internet using bundled assets. Choose from multiple map tile providers or use your own local tile server.</p>
+                    </div>
+                </div>
+                <button class="carousel-arrow carousel-arrow-right" aria-label="Scroll right">&#8250;</button>
+            </div>
+
+            <div class="carousel-indicators" id="carousel-indicators"></div>
        </div>
    </section>

@@ -252,6 +244,34 @@
                    <img src="images/bt-locate.png" alt="BT Locate SAR Tracker">
                    <span class="screenshot-label">BT Locate — SAR Tracker</span>
                </div>
+                <div class="screenshot-item">
+                    <img src="images/spy-stations.png" alt="Spy Stations Database">
+                    <span class="screenshot-label">Spy Stations</span>
+                </div>
+                <div class="screenshot-item">
+                    <img src="images/gps.png" alt="GPS Receiver">
+                    <span class="screenshot-label">GPS Receiver</span>
+                </div>
+                <div class="screenshot-item">
+                    <img src="images/websdr.png" alt="WebSDR Remote Listening">
+                    <span class="screenshot-label">WebSDR</span>
+                </div>
+                <div class="screenshot-item">
+                    <img src="images/vdl2.png" alt="VDL2 Aircraft Datalink">
+                    <span class="screenshot-label">VDL2 Aircraft Datalink</span>
+                </div>
+                <div class="screenshot-item">
+                    <img src="images/weather-satellite.png" alt="Weather Satellite Decoder">
+                    <span class="screenshot-label">Weather Satellite</span>
+                </div>
+                <div class="screenshot-item">
+                    <img src="images/satellite-tracker.png" alt="Satellite Tracker">
+                    <span class="screenshot-label">Satellite Tracker</span>
+                </div>
+                <div class="screenshot-item">
+                    <img src="images/iss-sstv.png" alt="ISS SSTV Decoder">
+                    <span class="screenshot-label">ISS SSTV</span>
+                </div>
            </div>
        </div>
    </section>
@@ -394,6 +414,83 @@ docker compose up -d</code></pre>
        document.addEventListener('keydown', (e) => {
            if (e.key === 'Escape') closeLightbox();
        });
+
+        // Carousel functionality
+        (function() {
+            const track = document.querySelector('.carousel-track');
+            const cards = Array.from(track.querySelectorAll('.feature-card'));
+            const leftArrow = document.querySelector('.carousel-arrow-left');
+            const rightArrow = document.querySelector('.carousel-arrow-right');
+            const filterBtns = document.querySelectorAll('.filter-btn');
+            const indicatorContainer = document.getElementById('carousel-indicators');
+
+            const SCROLL_AMOUNT = 300;
+
+            function updateArrows() {
+                leftArrow.disabled = track.scrollLeft <= 0;
+                rightArrow.disabled = track.scrollLeft + track.clientWidth >= track.scrollWidth - 2;
+            }
+
+            function buildIndicators() {
+                const visible = cards.filter(c => !c.classList.contains('hidden'));
+                const totalWidth = visible.length * 300;
+                const pages = Math.max(1, Math.ceil(totalWidth / track.clientWidth));
+                indicatorContainer.innerHTML = '';
+                for (let i = 0; i < pages; i++) {
+                    const dot = document.createElement('button');
+                    dot.className = 'carousel-dot' + (i === 0 ? ' active' : '');
+                    dot.addEventListener('click', () => {
+                        track.scrollTo({ left: (track.scrollWidth / pages) * i, behavior: 'smooth' });
+                    });
+                    indicatorContainer.appendChild(dot);
+                }
+            }
+
+            function updateIndicators() {
+                const dots = indicatorContainer.querySelectorAll('.carousel-dot');
+                if (!dots.length) return;
+                const ratio = track.scrollLeft / Math.max(1, track.scrollWidth - track.clientWidth);
+                const idx = Math.round(ratio * (dots.length - 1));
+                dots.forEach((d, i) => d.classList.toggle('active', i === idx));
+            }
+
+            leftArrow.addEventListener('click', () => {
+                track.scrollBy({ left: -SCROLL_AMOUNT, behavior: 'smooth' });
+            });
+
+            rightArrow.addEventListener('click', () => {
+                track.scrollBy({ left: SCROLL_AMOUNT, behavior: 'smooth' });
+            });
+
+            track.addEventListener('scroll', () => {
+                updateArrows();
+                updateIndicators();
+            });
+
+            filterBtns.forEach(btn => {
+                btn.addEventListener('click', () => {
+                    filterBtns.forEach(b => b.classList.remove('active'));
+                    btn.classList.add('active');
+                    const filter = btn.dataset.filter;
+
+                    cards.forEach(card => {
+                        if (filter === 'all' || card.dataset.category === filter) {
+                            card.classList.remove('hidden');
+                        } else {
+                            card.classList.add('hidden');
+                        }
+                    });
+
+                    track.scrollTo({ left: 0 });
+                    buildIndicators();
+                    updateArrows();
+                });
+            });
+
+            buildIndicators();
+            updateArrows();
+            window.addEventListener('resize', () => { buildIndicators(); updateArrows(); });
+        })();
    </script>
 </body>
 </html>
@@ -245,18 +245,74 @@ section h2 {
    background: var(--bg-secondary);
 }

-.features-grid {
-    display: grid;
-    grid-template-columns: repeat(4, 1fr);
-    gap: 24px;
+/* Category filter tabs */
+.carousel-filters {
+    display: flex;
+    justify-content: center;
+    gap: 8px;
+    margin-bottom: 40px;
+    flex-wrap: wrap;
+}
+
+.filter-btn {
+    font-family: 'JetBrains Mono', monospace;
+    font-size: 0.8rem;
+    font-weight: 500;
+    padding: 8px 20px;
+    border-radius: 20px;
+    border: 1px solid var(--border);
+    background: transparent;
+    color: var(--text-secondary);
+    cursor: pointer;
+    transition: all 0.25s;
+    letter-spacing: 0.5px;
+}
+
+.filter-btn:hover {
+    border-color: var(--accent);
+    color: var(--text-primary);
+}
+
+.filter-btn.active {
+    background: var(--accent);
+    color: var(--bg-primary);
+    border-color: var(--accent);
+}
+
+/* Carousel */
+.carousel-wrapper {
+    position: relative;
+    padding: 0 56px;
+}
+
+.carousel-track {
+    display: flex;
+    gap: 20px;
+    overflow-x: auto;
+    scroll-behavior: smooth;
+    scroll-snap-type: x mandatory;
+    -webkit-overflow-scrolling: touch;
+    scrollbar-width: none;
+    padding: 8px 0 16px;
+}
+
+.carousel-track::-webkit-scrollbar {
+    display: none;
 }

 .feature-card {
+    flex: 0 0 280px;
+    scroll-snap-align: start;
    background: var(--bg-card);
    border: 1px solid var(--border);
    border-radius: 12px;
    padding: 32px 24px;
    transition: all 0.3s;
+    min-height: 200px;
+}
+
+.feature-card.hidden {
+    display: none;
 }

 .feature-card:hover {
@@ -266,8 +322,15 @@ section h2 {
 }

 .feature-icon {
-    font-size: 2rem;
+    width: 36px;
+    height: 36px;
    margin-bottom: 16px;
+    color: var(--accent);
+}
+
+.feature-icon svg {
+    width: 100%;
+    height: 100%;
 }

 .feature-card h3 {
@@ -283,6 +346,81 @@ section h2 {
    line-height: 1.7;
 }

+/* Carousel arrows */
+.carousel-arrow {
+    position: absolute;
+    top: 50%;
+    transform: translateY(-50%);
+    width: 44px;
+    height: 44px;
+    border-radius: 50%;
+    border: 1px solid var(--border);
+    background: var(--bg-card);
+    color: var(--text-primary);
+    font-size: 1.5rem;
+    cursor: pointer;
+    transition: all 0.25s;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    z-index: 10;
+    line-height: 1;
+}
+
+.carousel-arrow:hover {
+    background: var(--bg-card-hover);
+    border-color: var(--accent);
+    color: var(--accent);
+}
+
+.carousel-arrow:disabled {
+    opacity: 0.3;
+    cursor: default;
+}
+
+.carousel-arrow:disabled:hover {
+    background: var(--bg-card);
+    border-color: var(--border);
+    color: var(--text-primary);
+}
+
+.carousel-arrow-left {
+    left: 0;
+}
+
+.carousel-arrow-right {
+    right: 0;
+}
+
+/* Carousel indicators */
+.carousel-indicators {
+    display: flex;
+    justify-content: center;
+    gap: 8px;
+    margin-top: 28px;
+}
+
+.carousel-dot {
+    width: 8px;
+    height: 8px;
+    border-radius: 50%;
+    background: var(--border);
+    border: none;
+    cursor: pointer;
+    transition: all 0.25s;
+    padding: 0;
+}
+
+.carousel-dot.active {
+    background: var(--accent);
+    width: 24px;
+    border-radius: 4px;
+}
+
+.carousel-dot:hover {
+    background: var(--text-muted);
+}
+
 /* Screenshots */
 .screenshot-gallery {
    display: grid;
@@ -641,8 +779,12 @@ section h2 {
        margin: 0 auto;
    }

-    .features-grid {
-        grid-template-columns: repeat(2, 1fr);
+    .carousel-wrapper {
+        padding: 0 48px;
+    }
+
+    .feature-card {
+        flex: 0 0 260px;
    }

    .screenshot-gallery {
@@ -669,8 +811,25 @@ section h2 {
        gap: 24px;
    }

-    .features-grid {
-        grid-template-columns: 1fr;
+    .carousel-wrapper {
+        padding: 0 4px;
+    }
+
+    .carousel-arrow {
+        display: none;
+    }
+
+    .feature-card {
+        flex: 0 0 260px;
+    }
+
+    .carousel-filters {
+        gap: 6px;
+    }
+
+    .filter-btn {
+        font-size: 0.7rem;
+        padding: 6px 14px;
    }

    .screenshot-gallery {