Work with motion, location, and environmental measurements as fallible streams of data. This outline emphasizes permissions, coordinate systems, signal quality, and lifecycle cleanup. The titles are ready for future articles; no article content is published here yet.

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1. Availability and Permissions

  • Checking Sensor Availability Before Starting Work
  • Requesting Motion and Location Permissions in Context
  • Handling Permission Changes and Reduced Accuracy
  • Device Testing vs. Simulator Capabilities

2. Motion and Orientation

  • Accelerometer and Gyroscope Measurements
  • Device Motion, Gravity, and User Acceleration
  • Attitude, Reference Frames, and Coordinate Conversion
  • Pedometer Data and Activity Recognition
  • Altitude, Pressure, and Relative Measurements
  • Sampling Rates, Noise, Filtering, and Drift

3. Location and Heading

  • Location Updates and Accuracy Requirements
  • Distance Filters and Energy-Aware Tracking
  • Heading, Compass Calibration, and Magnetic Interference
  • Region Monitoring and Geofencing
  • Visits and Significant Location Changes
  • Geocoding, Reverse Geocoding, and Request Limits
  • Background Location and App Lifecycle Boundaries

4. Interpreting Sensor Streams

  • Timestamps, Stale Samples, and Out-of-Order Events
  • Combining Motion and Location Without Shared-State Races
  • Distinguishing Missing Data from a Valid Zero Reading
  • Designing Features Around Uncertainty and Accuracy

5. Testing and Resource Use

  • Injecting Recorded Sensor Data for Deterministic Tests
  • Testing Unavailable Hardware and Denied Permissions
  • Stopping Updates When a Feature Ends
  • Profiling Sensor Work and Battery Usage

Up next

Accessibility

This guide grows with the blog: new articles are linked here as soon as they're published. Missing something? Let me know.

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