 Trilltechnician
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f4c17e858d
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docs: Phase 1 RTL_433 integration complete - Summary & roadmap
Comprehensive summary document covering:
Phase 1 Accomplishments (✅ COMPLETE):
- RTL_433 C source parser (286 devices extracted)
- Structured JSON protocol database
- Device categorization (weather, TPMS, security, etc.)
- Modulation analysis (OOK, FSK timing parameters)
- Heatmap visualization implemented
Key Statistics:
- 286 device protocols parsed (14x increase from 20)
- 116 weather stations, 39 sensors, 25 TPMS, 23 security
- 152 OOK, 105 FSK modulation devices
- 50+ manufacturers (Fine Offset, LaCrosse, Acurite, etc.)
Expected Accuracy Improvements:
- Current: 60-70% accuracy
- Phase 2 (RTL_433 integration): 75-80% (+15%)
- Phase 3 (Timing analysis): 80-85% (+5%)
- Phase 4 (ML classification): 90-95% (+10%)
Next Steps:
- Phase 2: Create enhanced matcher with RTL_433 lookup
- Phase 3: Implement timing analysis for RAW captures
- Phase 4: ML infrastructure planning & dataset collection
Document includes:
- Detailed task breakdowns for Phases 2-4
- Code examples and architecture
- Success criteria and metrics
- Commands for testing and analysis
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2026-01-14 11:51:05 -08:00 |
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