sl-webui fb93acee0a feat: Add Issue #453 - Obstacle memory map with persistent hazard zones
- 2D occupancy grid (100x100 cells @ 10cm resolution, configurable)
- LIDAR integration: subscribes to /scan and /odom for real-time obstacle detection
- Ray-casting: marks hit points as obstacles, intermediate points as free space
- Cell states: unknown/free/obstacle/hazard with confidence tracking (0.0–1.0)
- Hazard classification: 3+ detections = permanent hazard (stays in memory)
- Temporal decay: 95%/day for hazards (30-day half-life), 85%/day for obstacles (~21-day)
- Decay interval: applied hourly, cells revert to free when confidence < 20%
- Persistence: auto-saves to /home/seb/saltybot-data/obstacle_map.yaml every 5 minutes
- YAML format: grid metadata + cell array with state/confidence/detection_count/timestamp
- OccupancyGrid publisher: /saltybot/obstacle_map for Nav2 integration at 5 Hz
- Thread-safe: all grid operations protected with locks for concurrent callbacks
- Statistics: hazard/obstacle/free cell counts and coverage percentage
- Dashboard overlay ready: color-coded cells (red=hazard, orange=obstacle, gray=free)
- Configurable via obstacle_memory.yaml: grid size/resolution, range limits, decay rates

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
2026-03-05 09:21:30 -05:00

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<?xml version="1.0"?>
<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
<package format="3">
<name>saltybot_obstacle_memory</name>
<version>0.1.0</version>
<description>
Persistent spatial memory map for LIDAR-detected obstacles and hazards.
</description>
<maintainer email="seb@vayrette.com">seb</maintainer>
<license>MIT</license>
<depend>rclpy</depend>
<depend>std_msgs</depend>
<depend>sensor_msgs</depend>
<depend>nav_msgs</depend>
<depend>geometry_msgs</depend>
<depend>ament_index_python</depend>
<test_depend>ament_copyright</test_depend>
<test_depend>ament_flake8</test_depend>
<test_depend>ament_pep257</test_depend>
<test_depend>python3-pytest</test_depend>
<export>
<build_type>ament_python</build_type>
</export>
</package>