Android Sensor System
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This document discusses sensors in the Android operating system. It describes the hardware and software architecture of the Android sensor framework. The hardware includes sensors like accelerometers and magnetometers. The software includes Android classes for accessing sensor data and interfaces for sensor event listeners. It also provides details on implementing the sensor library and callback functions to interface between the Android framework and low-level Linux drivers.
![Sensor Data Packet
• sensors_event_t structure
•
•
•
•
sensor type
timestamp
reserved
union {
}
float data[16];
sensors_vec_t acceleration; /* (m/s^2) */
sensors_vec_t magnetic; /* micro-Tesla (uT) */
sensors_vec_t orientation; /* degrees */
sensors_vec_t gyro; /* rad/s */
float temperature; /* Celsius */
float distance; /* centimeters */
float light; /* lux */
float pressure; /* hPa */
float relative_humidity; /* percent */
sensors_vec_t : union of (x,y,z), (azimuth, roll, pitch)
10](https://image.slidesharecdn.com/sensorsinandroid-140117211053-phpapp02/85/Android-Sensor-System-10-320.jpg)
Android Sensor System
- 2. Outline • Sensors in Android • SW • Android sensor framework and implementation • HW • 3-axis e-compass hardware introduction 2
- 3. Sensors in Android • Example • Hardware • STMicro LSM303DLHC 3-axis e-compass module • 3-axis G-sensor (m/s2) and 3-axis M-sensor (gauss) • 3-axis e-compass • Using G/M-sensor data to compute heading • Software • Android 4.0 3
- 4. Software Architecture Java Program Android Framework Sensor Library Linux Driver 4
- 5. Java App on Android • Android support several sensor types and provide unified interface to control them. • In android 4.0, there are 13 data types. • G-sensor, M-sensor, Gyro-sensor, Light sensor, … • Android defines several rules for app programmer • Data polling rate • SENSOR_DELAY_FASTEST • SENSOR_DELAY_GAME • SENSOR_DELAY_UI • SENSOR_DELAY_NORMAL • 3-axis dimension • etc. ( 0 ms) ( 20 ms) ( 60 ms) ( 200 ms) 5
- 6. Java Program • Classes and interface of android sensor framework • Sensor class • Instance of a specific sensor • Get sensor’s capabilities • SensorEvent class • Instance of sensor event • Get raw data • SensorManager class • Instance of sensor service • Register/unregister, access, acquire orientation, … • SensorEventListener interface • Monitor sensor value/accuracy changed event 6
- 7. Sensors in Android Framework • Sensors in android framework • User registers/unregisters listener for accessing sensor service • User proposes the need for data exporting • which sensor and data rate • User could only get • Static • Features of sensors • Dynamic • • raw data processed information by android (eg. orientation, …) 7
- 8. Sensor Library in Android • Sensor library provides necessary callback functions for android to control sensors. • Sensor manager in android framework • Manages sensor resource for java apps • Passes control commands and dispatches data • In sensor library, we could implement extra features in Linux user-space. • Eg 1. orientation fixing • Eg 2. For cost-down, we may use cheap sensor module. However, we could develop some algorithm to improve its performance. 8
- 9. Callback Functions in Sensor Library • Callback functions should be implemented • Open data source • Initial the sensor library • Close data source Enter/Exit Sensor Library • Exit the sensor library • Activate • Start/Stop sensor • Set delay Sensor State Setting • Set the time interval of sensing • Poll • Poll all the sensors to get data • Wake • Stop sensor polling compulsively Run-time Data Retrieving 9
- 10. Sensor Data Packet • sensors_event_t structure • • • • sensor type timestamp reserved union { } float data[16]; sensors_vec_t acceleration; /* (m/s^2) */ sensors_vec_t magnetic; /* micro-Tesla (uT) */ sensors_vec_t orientation; /* degrees */ sensors_vec_t gyro; /* rad/s */ float temperature; /* Celsius */ float distance; /* centimeters */ float light; /* lux */ float pressure; /* hPa */ float relative_humidity; /* percent */ sensors_vec_t : union of (x,y,z), (azimuth, roll, pitch) 10
- 11. LSM303DLHC 3-axis ECompass • Control hardware module and get data with I2C bus. • G-sensor • Two interrupt line for special situation • Output data rate • Output data range • M-sensor • Output data rate • Output data range • Enable/disable temperature exporting 11
- 13. 3-axis E-Compass Calibration 3-axis e-compass may not get right azimuth data ◦ Misalignment ◦ Magnetometer Hard-iron distortion It is a constant additive value to the output of each of the magnetometer axes. Soft-iron distortion Soft-iron distortion cannot be compensated with a simple constant; instead, a more complicated procedure is required. Calibration sequence is related to hardware 13
- 14. Calibration for LSM303DLHC • Accelerometer • All ST MEMS accelerometers are factory calibrated, allowing the user to avoid any further calibration for most of the applications now present in the market. • Calibration Matrix : cal data raw data 14