working with sensors internet of things€¦ · types of sensors • hardware-based sensors –...
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Working with Sensors
&
Internet of Things
Mobile Application Development – Lecture 4
Satish Srirama
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Mobile sensing• More and more sensors are being incorporated
into today’s smartphones
• These sensors are enabling new applications
across a wide variety of domains
– Healthcare, social networks, safety, environment,
etc.
Image Source -http://csce.uark.edu/~tingxiny/courses/5013sp14/reading/Lane2010SMP.pdf
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What is a Sensor?
• A sensor is a physical or virtual object that can
sense events or changes in its environment,
and produce corresponding output
• Most of the times sensor output will be an
electrical/optical pulse
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Modern android mobile devices come
with a variety of built-in sensors • MIC
• Camera
• Temperature
• Location (GPS or Network)
• Orientation
• Accelerometer
• Proximity
• Pressure
• Light
Note: not every device has all kinds of sensors
Image Source - http://www.bosch-sensortec.com/en4
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Categories of sensors
• The Android platform supports three broad
categories of sensors
• Motion sensors
– These sensors measure acceleration forces and
rotational forces along X, Y, Z axes
– Includes accelerometers, gravity sensors,
gyroscopes, rotational vector, step counter, and
step detector sensors
http://developer.android.com/guide/topics/sensors/sensors_overview.html#sensors-intro5
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Categories of sensors – continued
• Environmental sensors
– Measure various environmental parameters
• Ambient air temperature and pressure
• Illumination
• Humidity
– Includes barometers, photometers, and thermometers, etc.
• Position sensors
– Measure the physical position of a device
– Includes orientation sensors and magnetometers
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Types of sensors
• Hardware-based sensors– Physical components built into a handset
– Some of the sensors are always hardware-based• E.g. Accelerometer, gyroscope, temperature, light, magnetometer
etc.
• Software-based sensors– They are not physical devices, although they mimic
hardware-based sensors
– Derive their data from one or more of the hardware-based sensors
– Also called virtual sensors or synthetic sensors
– E.g. linear acceleration sensor, gravity sensor etc.
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https://developer.android.com/guide/topics/sensors/sensors_overview.html
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Motion Sensors - Accelerometer
• Measures the acceleration force (m/s2) on all three physical axes (X, Y, Z)
• Useful for monitoring device movement
– Tilt, shake, rotation, or swing
Image Source -http://tectrick.org/wp-
content/uploads/2014/10/What-is-an-
Accelerometer-sensor.png
Zompopo: Mobile Calendar Prediction Based on Human Activities Recognition Using the Accelerometer and Cloud
Services: Srirama, Satish Narayana, Huber Flores, and Carlos Paniagua. NGMAST IEEE, 2011 8
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• Measures a device's rate of rotation - angular
velocity (rad/s)
• When the device is not rotating, the sensor
values will be zero
Image Source -http://www.embedds.com/connecting-gy521-gyroscope-module-to-arduino/
Motion Sensors - Gyroscope
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Environmental Sensors
• Android provides four hardware-based
sensors to monitor
– Relative ambient humidity
– Illuminance
– Ambient pressure
– Ambient temperature
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• Monitor changes in the earth's magnetic field
on X,Y,Z axes
• With the orientation sensor, you can
determine the position of a device
Image Source - http://gadgetstouse.com/gadget-tech/magnetic-feiled-sensor-necessity-navigation-
android-devices/10620
Position Sensors - Magnetic Field
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Position Sensors - Proximity sensor
• Most proximity sensors are simply light sensors(IR) that will detect "proximity“
• Reduce display power consumption by turning off the LCD backlight
• Disable the touch screen to avoid accidental touch events
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– E.g. the ear contact with the screen and generating touch events while on a call
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Sensor Framework
• You can access the raw sensor data by accessing the
Android sensor framework
• Android’s sensors are controlled by external services
• The framework has provided call back to obtain
sensor dataApp SensorManager
Register Callback
Sensor Event
Sensor Event
SensorEventListener call back 13
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Main Classes and Interfaces in Sensor
Framework• The Android sensor framework contains the following classes and
interfaces– SensorManager
• This class provides various methods for – Accessing and listing sensors
– Registering and unregistering sensor event listeners
SensorManager mSensorManager;
mSensorManager = (SensorManager) getSystemService(Context.SENSOR_SERVICE);
• ServiceManager provides access to Sensor Manager Service
– Sensor• A class representing a sensor
• Use this to create an instance of a specific sensor
Sensor mAccelerometer;
mAccelerometer = mSensorManager.getDefaultSensor(Sensor.TYPE_ACCELEROMETER);
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Main Classes and Interfaces in Sensor
Framework - continued
• SensorEvent
– The system uses this class to create a sensor event object
– holds information such as the sensor's type, raw sensor data etc. of a sensory event
• SensorEventListener
– Provides two callback methods that receive notifications (sensor events)
• onAccuracyChanged ()
• onSensorChanged()
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SensorEventListener
• When sensor accuracy changes– System invokes the onAccuracyChanged() method
– Accuracy is represented by one of four status constants• SENSOR_STATUS_ACCURACY_LOW, SENSOR_STATUS_ACCURACY_MEDIUM,
SENSOR_STATUS_ACCURACY_HIGH, or SENSOR_STATUS_UNRELIABLE
public void onAccuracyChanged(Sensor sensor, int accuracy) {
// Do something here if sensor accuracy changes
}
• When sensor values change– system invokes the onSensorChanged() method
public void onSensorChanged(SensorEvent event) {
// Many sensors return 3 values, one for each axis.
float value1 = event.values[0];
…………….
// Do something with this sensor value.
}
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Some good practices
• Important : Make sure to disable any sensor when you don’t use or when the sensor activity pauses
protected void onPause() {
super.onPause();
mSensorManager.unregisterListener(this);
}
– The system will not disable sensors when the screen turns off
– That leads to the battery drain in a few hours
• You can register sensor listener when the activity is resumed
protected void onResume() {
super.onResume();
mSensorManager.registerListener(this, mAccelerometer, SensorManager.SENSOR_DELAY_NORMAL);
}
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Handling different sensor
configurations• Android does not specify a standard sensor configuration for
devices– Device manufacturers can incorporate any sensor configuration
• Two options for ensuring that a given sensor is present on a device– Detect sensors at runtime and enable or disable application features
as appropriateif (mSensorManager.getDefaultSensor(Sensor.TYPE_PRESSURE) != null){
// Success! There's a pressure sensor.
} else {
// Failure! No pressure sensor.
}
– Use Google Play filters to target devices with specific sensor configurations<uses-feature android:name="android.hardware.sensor.accelerometer"
android:required="true" />
• Putting the above element in Manifest file ensures users will see your application on Google Play only if their device has an accelerometer
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Course Exercise - task 1
• Identify the sensors on your device
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Reading accelerometer data
Reading accelerometer data
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@Override
public final void onSensorChanged(SensorEvent event) {
float x = event.values[0];
float y= event.values[1];
float z = event.values[2];
tv1.setText( "X : " +x+" Y : "+y+" Z : "+z);
}
@Override
protected void onResume() {
super.onResume();
mSensorManager.registerListener(this, mAcc,
SensorManager.SENSOR_DELAY_NORMAL);
}
@Override
protected void onPause() {
super.onPause();
mSensorManager.unregisterListener(this);
}
}
Reading accelerometer data -
continued
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Test with the Android Emulator
• The Android Emulator includes a set of virtual sensor controls that allow you to test sensors
• Supports accelerometer, ambient temperature, magnetometer, proximity, light, and more.
1. Start the Android Emulator
2. Select Extended controls22
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3. Select Virtual sensors.
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Course Exercise – task 2
• Orientation indicator that displays the device
orientation as Left , Middle and Right
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Mobile Sensing and Internet of Things
http://iotworldnews.com/2014/10/qualcomm-snaps-up-bluetooth-pioneer-csr-to-capitalise-on-iot/25
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Internet of Things (IoT)
• International Telecommunication Union
defined IoT as
“A global infrastructure for the information
society enabling advanced services by
interconnecting (physical and virtual) things
based on existing and evolving, interoperable
information and communication technologies
”(ITU Internet report-2005)
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IoT - continued
• European Research Cluster on the Internet of
Things defined IoT as:
“The Internet of Things allows people and
things to be connected Anytime, Anyplace, with
Anything and Anyone, ideally using Any
path/network and Any service.”
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What is a thing?
• Can be a person with a heart monitor implant
• A farm animal with a biochip transponder
• An automobile that has built-in sensors
• Other natural or man-made objects
• With a unique identifier and the ability to communicate over the internet, without requiring human interaction.
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Why it is so important?
• More connected devices than people
• Cisco believes the market size will be $19
trillion by 2025
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Environment Protection
• Great Barrier Reef in
Australia
• Buoys equipped with
sensors
– collect biological,
physical, and
chemical data
– to minimize and
prevent reef damage
30Source : Kip Compton, VP Internet of Things (IoT) Systems and Software Group The Internet of Things: What Does it Take to Make the Internet of Everything
Real?
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Forest Fire & Flood Prevention
Cities in La Garrotxa spain, 35
sensor nodes power three main
application configurations,
measuring parameters for forest
fire prevention, river flood
monitoring, and ambient control,
such as air quality and greenhouse
gases.
31Urban Resilience in the Smart City: River Flood and Forest Fire Early Detection
January 26th, 2015 - Libelium
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Smart Home Scenario
Sensing as a Service Model for Smart Cities Supported by Internet of Things”, Charith Perera1, Arkady Zaslavsky, Peter Christen,
Dimitrios Georgakopoulos, TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES Trans. Emerging Tel. Tech. 2014
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Smart Healthcare
• Medication in The
United States
• Smart pill bottles
– remind patients to
take their
medication
– records that the
patient has taken
the correct dosage
Source : Kip Compton, VP Internet of Things (IoT) Systems and Software Group The Internet of Things: What Does it Take to Make the Internet of Everything
Real? 33
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Smart health
Dr. M, project KAIST34
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Smart Agriculture• Red Tecnoparque Colombia has deployed a wireless sensors
network technology to monitor plantain crops in Lembo area, in Santa Rosa de Cabal region
• Plantain crops has been monitored with different sensors as:– Digital Humidity & Temperature
– Soil moisture
– Soil temperature
– Trunk diameter
– Fruit diameter
– Pluviometer
– Solar radiation
• Some of the benefits :– Improving environmental and
agricultural sustainability
– Organic waste management
– Crops traceability etc.
Source : http://www.libelium.com/improving-banana-crops-production-and-agricultural-sustainability-in-colombia-using-sensor-networks/35
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Where Mobiles can Fit?
• Mobiles themselves have lot of inbuilt sensors
• IoT sensors/things do not have a sufficient amount of energy and processing power
– to connect directly to the internet through Wi-Fi or mobile networks
• Mobile device can work as a sink/relay
– to collect the sensor data and upload them to the backend servers
– Especially, when the sensors are deployed sparsely
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Mobile Sensing with Non-integrated
sensors• Mobile phones can collect data from external
sensors and upload them to the backend
servers or provide data directly to the end users
(Mobile Host) - More on lecture 6
• ZebraNet, BikeNet , urban sensing, etc.
http://www.cs.ubc.ca/~krasic/cpsc538a/summaries/29/ZebraNet.htm
http://sensorlab.cs.dartmouth.edu/news.html38
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Arduino Sensor kit• Basic prototype board with the Arduino Mega
ADK microcontroller and the sensor shield
Microcontroller
Sensor shield 39
https://www.arduino.cc/
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Reading ambient temperature
Setup
• Mega ADK microcontroller
• Bluetooth module and temperature sensor
• App to communicate with the Arduino
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How does it work?
– Temperature sensor generates an analog signal
according to the temperature variance
– Microcontroller do the A/D conversion and
forward data to the Bluetooth module
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Read data on Mobile
• Bluetooth module transmits data to the Android
device over the established connection
• The Android app reads data over the established BLE
connection, processed and present to the end user
43https://github.com/RedBearLab/Android
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Next lecture
• Note: Next week (5th October 2018) no lecture
– ICS Day
– Visit Mobile & Cloud Lab (Ulikooli 17 - 321)
• (12.10) Location based services for mobiles
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References
• Sensors overview https://developer.android.com/guide/topics/sensors/
• S. N. Srirama: Mobile Web and Cloud Services Enabling Internet of Things, Special Issue ICAC 2016 of CSIT, CSI Transactions on ICT, ISSN: 2277-9078, 5(1):109-117, 2017. Springer.
• Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M. (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. Future generation computer systems, 29(7), 1645-1660.
• Arduino https://www.arduino.cc/
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