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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1525
Low Cost Personal Digital Assistant with IoT and Wsn Capabilities
N Sri Amulya1, Dr. U.V. Ratna Kumari M.Tech., Ph.D2
1Student, ECE Department, JNTUK, A.P., India
2Professor, ECE Department, JNTUK, A.P., India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - An Personal assistantsareeverywhere, maybein
our android mobile phones, in websites we browse and some
physical devices such as Amazon’s echo, google’sassistantand
more. These digital assistants offers a vast range of services
like news updates, weather, sports, online wiki information
and more through voice interaction of by GUI. Each device or
service has its own capabilities and limitations. For example
we can get temperature in a area which can be available on
the internet(obtained by weather stations) but we can’t
control an air conditionerbasedonareatemperature, we need
to know room temperature for this. Like this all the digital
personal assistants works on predefinedalgorithmswhich can
collect the information from the online sources or their cloud
databases. Hence in order to increase the capabilities of DPAs
here we increased the man machine communication through
some sensors like temperature sensor, camera etc., and the
virtual assistant was developed using Google’s voice API on
raspberry pi3 board. And we used a cloud service amazon web
services (AWS) to analyse the captured image and sends back
the results to the personal assistant. This feature can be used
in security services and image recognition. All the possible
features of this DPA are given in this paper.
Key Words: PDA, Google voice API, AWS, Machine learning,
Raspberry Pi3, Temperature sensor,Camera module,Text to
Speech, Voice control.
1. INTRODUCTION
Artificial Intelligence causes us play out the
undertakings in our everyday life, settling on choices and
finishing our day by day errands. This makes A.I. a ton
mainstream nowadays.
They can be found wherever in our environment. Have
you at any point played computer games? The vast majority
of the individuals would have. In eachcuttingedgecomputer
game, every one of the characters have artificial intelligence
which enables them to pursue the fundamental player,
assault and battle naturally without human cooperation.
Another well-known case of artificial intelligence is an
extortion recognition framework. Ordinarily we get phony
messages, for example, login to bank, charge card security,
and so forth. These frameworks investigate messages and
numerous banks have security techniques whichcounteract
burglary of charge card subtleties, and so on.
A virtual assistant, additionally called AI assistant or
digital personal assistant, isanapplicationsoftwareprogram
which understands natural language voice directions and
completions assignments for the customer.
Such undertakings, genuinely performed by an
individual assistant or secretary, join taking translation,
scrutinizing substance or email messages resoundingly,
investigating phone numbers, arranging,puttingphonecalls
and reminding the end-customer about plans. Surely
understood menial helpers at present join Amazon Alexa,
Apple's Siri, Google Now and Microsoft's Cortana - the
advanced partner consolidatedwithWindowsPhone8.1 and
Windows 10
Various devices we use everyday use, voice assistants.
They're on our PDAs and inside splendid speakers in our
homes. Various versatile applications and working
structures use them. Besides, certain advancement in
vehicles, similarly as in retail, guidance, therapeutic
administrations, and communicate interchanges
circumstances, can be worked by voices. .
I. SYSTEM ARCHITECTURE
A. Data acquisition
Data acquiring is the route toward looking at sign that
measure genuine physical variables and changing over the
resulting models into modernized numeric characteristics
that can be constrained by a PC.Thesegmentsofinformation
securing frameworks incorporate:
 Transforming physical parameters into electrical
signals with sensors.
 Signal conditioning hardware, to change over
sensor signals into a structure that can be changed
over to computerized values..
 A to D converters, which are to convert conditioned
sensor data to digital signals.
In this the data can be acquired by two ways to the main
computer, i.e., raspberry pi board.
i. Image capturing
For image capturing here we used a camera and this
camera was interfaced to the raspberry pi.
The Pi Camera Board connects legitimately to the
CSI connector on the Raspberry Pi. It's ready to convey a
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1526
completely clear 5MP picture or 1080p HD video recording
at 30fps. And the images are captured.
ii. Sensors
The environmentparametersliketemperaturehumidity
co2 levels are measured with the help of supported sensors.
here we used DHT11 for temperature and humidity, MQ-5
for LPG leakage, moisture sensor to measure water content
for plants.
The DHT11 sensor can either be acquired as a sensor or
as a module. In any case, the performance ofthesensoris the
same. The sensor will come as a 4-pin device out of which
just three pins will be utilized while the module will
accompany three pins.
A gas sensor is utilized to recognizestheclosenessofgas
in an area. This gadget related to gas to check its core
interest. Each ga has a novel breakdown voltage, for
instance, ionized electric field. The sensor distinguishes gas
by evaluating these immersion voltages. The MQ5 sensor
recognizes the closeness of various gases, for instance,
hydrogen, CO, CH4, and LPG in the scope of 100ppm to
3,000ppm.
A sensor which measures the moisture content in the
soil, is used in this project to look after the plants by the
digital assistant. This moisture sensors gives the moisture
content of the soil to the assistant, and based on threshold
values it will automatically opens the watering valve if plant
need water.
B. Output data
The results of the system are divided into three
categories as device control, voice response and notification
services.
i. Load control
We can control loads or electrical appliances like light,
fans etc, with voice commands, by using google voice API.
The integration of this API is done on the raspberry pi
system. We can also connect these devices to google home
kit for automation.
ii. Voice response
In response to the commands the system will give you
voice response as well as the sensor data and the captured
images everything will be given by the voice response from
the system.
iii. Notifications
AWS also supports notification service known as
SNS(Simple Notification Service) to get notifications in any
situations. Notification includes Text messages, emails etc.
we can configure the function for our required response.
C. AWS Services
AWS is the cloud service provided by the amazon
company. With these services we can store our data in the
cloud servers, manipulate the data and even we can use
some machine learning tools. Some of those tools we usedin
our project. AWS gives access to those tools by pay for use
policy. For up to some instance it is free. Rekognition,
chatbots, S3 are some of the tools.
Fig1: AWS Flow
We can signup for free tier account in which we can use
some services at free of cost up to some limit, after that they
will charge the service based on execution timeandmemory
space.
D. System components and tools
i. Raspberry pi 3
The Raspberry Pi 3 Model B is a small Master card size
PC. Simply can be connected to keyboard mouse and display
and you'll have a complete PC that can run applicationssuch
as word processors to games with linux distribution kernel
inserted in a memory card.
And the specifications are:
 SoC type, Broadcom chip BCM2837
 4× ARM Cortex-A53 CPU core @1.2GHz
 Broadcom Video Core IV GPU
 1GigaByte LPDDR2 RAM
 Communication:10/100 Ethernet, 2.4GHz 802.11n
wireless, Bluetooth 4.1 BLE
 microSD storage for files and OS
 40-pin header for IO operations
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1527
 Ports: HDMI, 3.5mm analogue audio &video jack,
Ethernet, 4× USB 2.0 ports, Camera Serial Interface
(CSI), Display Serial Interface (DSI).
ii. Camera module
5Mega pixel camera designed for raspberry pi
applications such as image and video capturing.Thiscamera
can be directly connected to camera interface port through
ribbon cable. And there is also another camera which has
8Mega pixel resolution.
iii. Speaker and microphone
To get response from voice API and to give voice
commands speaker and microphones were used in this
system
iv. Electrical load to control
Typical electrical loads were testedwiththissystemand
they are working fine. The number of connected devices can
be depends on hardware support.
v. Sensors
Several sensors like temperature, humidity, moisture,
gas level are used to get the real world parameters. And in
case of any abnormal conditions went on, the PDAwill notify
the owner with its notification service.
III. OUTCOMES
A. Object and scene detection
Here we taken an example of a traffic picture and the
results are shown in the picture with confidence levels.
Fig:2 Normal traffic on road
Fig 3: results
B. Facial analysis
Fig 4: child with sad face
This picture is about the face and the expression of the
child. PA will examine the picture and tells us the below.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1528
Fig 5: results
C. Image comparison
Fig 6: face comparison
Fig 7: results
The given will be processed and compared with the pictures
present in the data base and shows the similarly rating.
D. Celebrity recognition
Taken an example of a person.PA will process the
picture and it will whether the person present in the picture
is celebrity or a common person.
Fig 8: celebrity recognition
E. Text extraction
Fig 9: Text in a picture
PA will process the text from the pictureanditwill show
the text, which is useful in many applications.
Fig 10: results
F. Monitoring Emergency Conditions and Notifying
 Fire accidents detection.
 Missing child and people detection.
 Weapons detection.
 Home security with face detection.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1529
IV .CONCLUSION
By this implementation we can easily improve human
machine communication and ass well as the digital personal
assistant qualities can be improved effectivelyby employing
sensor network elements. We can develop our own
algorithms to develop prediction based applications by
analysing the uploaded data to the AWS server.Video
analysis can be done and live video analysis will be more
useful for security applications.
REFERENCES
[1] Joao Santos, Joel J. P. C. Rodrigues, Jo˜ao Casal,
Kashif Saleem, and Victor Denisov Intelligent
Personal Assistants Based on Internet of Things
Approaches
[2] P.Garrido,F.J.Martinez,andC.Guetl,“Addingsemantic
webknowledge to intelligent personal assistant
agents,” in Proc. 9th Int. Semantic WebConf.,,China,
Nov. 7–11, 2010, pp. 1–12.
[3] M.Satyanarayanan, “Pervasive computing: Vision
and challenges,” IEEE Pers. Commun., vol. 8, no. 4,
pp. 10–17, Aug. 2001
[4] I. Stojmenovic, “Machine-to-machine
communications with in-network data aggregation,
processing, and actuation for large-scale cyber-
physical systems,” IEEE Internet Things J., vol.1,no.
2, pp. 122–128, Apr. 2014.

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IRJET- Low Cost Personal Digital Assistant with IoT and WSN Capabilities

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1525 Low Cost Personal Digital Assistant with IoT and Wsn Capabilities N Sri Amulya1, Dr. U.V. Ratna Kumari M.Tech., Ph.D2 1Student, ECE Department, JNTUK, A.P., India 2Professor, ECE Department, JNTUK, A.P., India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - An Personal assistantsareeverywhere, maybein our android mobile phones, in websites we browse and some physical devices such as Amazon’s echo, google’sassistantand more. These digital assistants offers a vast range of services like news updates, weather, sports, online wiki information and more through voice interaction of by GUI. Each device or service has its own capabilities and limitations. For example we can get temperature in a area which can be available on the internet(obtained by weather stations) but we can’t control an air conditionerbasedonareatemperature, we need to know room temperature for this. Like this all the digital personal assistants works on predefinedalgorithmswhich can collect the information from the online sources or their cloud databases. Hence in order to increase the capabilities of DPAs here we increased the man machine communication through some sensors like temperature sensor, camera etc., and the virtual assistant was developed using Google’s voice API on raspberry pi3 board. And we used a cloud service amazon web services (AWS) to analyse the captured image and sends back the results to the personal assistant. This feature can be used in security services and image recognition. All the possible features of this DPA are given in this paper. Key Words: PDA, Google voice API, AWS, Machine learning, Raspberry Pi3, Temperature sensor,Camera module,Text to Speech, Voice control. 1. INTRODUCTION Artificial Intelligence causes us play out the undertakings in our everyday life, settling on choices and finishing our day by day errands. This makes A.I. a ton mainstream nowadays. They can be found wherever in our environment. Have you at any point played computer games? The vast majority of the individuals would have. In eachcuttingedgecomputer game, every one of the characters have artificial intelligence which enables them to pursue the fundamental player, assault and battle naturally without human cooperation. Another well-known case of artificial intelligence is an extortion recognition framework. Ordinarily we get phony messages, for example, login to bank, charge card security, and so forth. These frameworks investigate messages and numerous banks have security techniques whichcounteract burglary of charge card subtleties, and so on. A virtual assistant, additionally called AI assistant or digital personal assistant, isanapplicationsoftwareprogram which understands natural language voice directions and completions assignments for the customer. Such undertakings, genuinely performed by an individual assistant or secretary, join taking translation, scrutinizing substance or email messages resoundingly, investigating phone numbers, arranging,puttingphonecalls and reminding the end-customer about plans. Surely understood menial helpers at present join Amazon Alexa, Apple's Siri, Google Now and Microsoft's Cortana - the advanced partner consolidatedwithWindowsPhone8.1 and Windows 10 Various devices we use everyday use, voice assistants. They're on our PDAs and inside splendid speakers in our homes. Various versatile applications and working structures use them. Besides, certain advancement in vehicles, similarly as in retail, guidance, therapeutic administrations, and communicate interchanges circumstances, can be worked by voices. . I. SYSTEM ARCHITECTURE A. Data acquisition Data acquiring is the route toward looking at sign that measure genuine physical variables and changing over the resulting models into modernized numeric characteristics that can be constrained by a PC.Thesegmentsofinformation securing frameworks incorporate:  Transforming physical parameters into electrical signals with sensors.  Signal conditioning hardware, to change over sensor signals into a structure that can be changed over to computerized values..  A to D converters, which are to convert conditioned sensor data to digital signals. In this the data can be acquired by two ways to the main computer, i.e., raspberry pi board. i. Image capturing For image capturing here we used a camera and this camera was interfaced to the raspberry pi. The Pi Camera Board connects legitimately to the CSI connector on the Raspberry Pi. It's ready to convey a
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1526 completely clear 5MP picture or 1080p HD video recording at 30fps. And the images are captured. ii. Sensors The environmentparametersliketemperaturehumidity co2 levels are measured with the help of supported sensors. here we used DHT11 for temperature and humidity, MQ-5 for LPG leakage, moisture sensor to measure water content for plants. The DHT11 sensor can either be acquired as a sensor or as a module. In any case, the performance ofthesensoris the same. The sensor will come as a 4-pin device out of which just three pins will be utilized while the module will accompany three pins. A gas sensor is utilized to recognizestheclosenessofgas in an area. This gadget related to gas to check its core interest. Each ga has a novel breakdown voltage, for instance, ionized electric field. The sensor distinguishes gas by evaluating these immersion voltages. The MQ5 sensor recognizes the closeness of various gases, for instance, hydrogen, CO, CH4, and LPG in the scope of 100ppm to 3,000ppm. A sensor which measures the moisture content in the soil, is used in this project to look after the plants by the digital assistant. This moisture sensors gives the moisture content of the soil to the assistant, and based on threshold values it will automatically opens the watering valve if plant need water. B. Output data The results of the system are divided into three categories as device control, voice response and notification services. i. Load control We can control loads or electrical appliances like light, fans etc, with voice commands, by using google voice API. The integration of this API is done on the raspberry pi system. We can also connect these devices to google home kit for automation. ii. Voice response In response to the commands the system will give you voice response as well as the sensor data and the captured images everything will be given by the voice response from the system. iii. Notifications AWS also supports notification service known as SNS(Simple Notification Service) to get notifications in any situations. Notification includes Text messages, emails etc. we can configure the function for our required response. C. AWS Services AWS is the cloud service provided by the amazon company. With these services we can store our data in the cloud servers, manipulate the data and even we can use some machine learning tools. Some of those tools we usedin our project. AWS gives access to those tools by pay for use policy. For up to some instance it is free. Rekognition, chatbots, S3 are some of the tools. Fig1: AWS Flow We can signup for free tier account in which we can use some services at free of cost up to some limit, after that they will charge the service based on execution timeandmemory space. D. System components and tools i. Raspberry pi 3 The Raspberry Pi 3 Model B is a small Master card size PC. Simply can be connected to keyboard mouse and display and you'll have a complete PC that can run applicationssuch as word processors to games with linux distribution kernel inserted in a memory card. And the specifications are:  SoC type, Broadcom chip BCM2837  4× ARM Cortex-A53 CPU core @1.2GHz  Broadcom Video Core IV GPU  1GigaByte LPDDR2 RAM  Communication:10/100 Ethernet, 2.4GHz 802.11n wireless, Bluetooth 4.1 BLE  microSD storage for files and OS  40-pin header for IO operations
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1527  Ports: HDMI, 3.5mm analogue audio &video jack, Ethernet, 4× USB 2.0 ports, Camera Serial Interface (CSI), Display Serial Interface (DSI). ii. Camera module 5Mega pixel camera designed for raspberry pi applications such as image and video capturing.Thiscamera can be directly connected to camera interface port through ribbon cable. And there is also another camera which has 8Mega pixel resolution. iii. Speaker and microphone To get response from voice API and to give voice commands speaker and microphones were used in this system iv. Electrical load to control Typical electrical loads were testedwiththissystemand they are working fine. The number of connected devices can be depends on hardware support. v. Sensors Several sensors like temperature, humidity, moisture, gas level are used to get the real world parameters. And in case of any abnormal conditions went on, the PDAwill notify the owner with its notification service. III. OUTCOMES A. Object and scene detection Here we taken an example of a traffic picture and the results are shown in the picture with confidence levels. Fig:2 Normal traffic on road Fig 3: results B. Facial analysis Fig 4: child with sad face This picture is about the face and the expression of the child. PA will examine the picture and tells us the below.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1528 Fig 5: results C. Image comparison Fig 6: face comparison Fig 7: results The given will be processed and compared with the pictures present in the data base and shows the similarly rating. D. Celebrity recognition Taken an example of a person.PA will process the picture and it will whether the person present in the picture is celebrity or a common person. Fig 8: celebrity recognition E. Text extraction Fig 9: Text in a picture PA will process the text from the pictureanditwill show the text, which is useful in many applications. Fig 10: results F. Monitoring Emergency Conditions and Notifying  Fire accidents detection.  Missing child and people detection.  Weapons detection.  Home security with face detection.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 09 | Sep 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1529 IV .CONCLUSION By this implementation we can easily improve human machine communication and ass well as the digital personal assistant qualities can be improved effectivelyby employing sensor network elements. We can develop our own algorithms to develop prediction based applications by analysing the uploaded data to the AWS server.Video analysis can be done and live video analysis will be more useful for security applications. REFERENCES [1] Joao Santos, Joel J. P. C. Rodrigues, Jo˜ao Casal, Kashif Saleem, and Victor Denisov Intelligent Personal Assistants Based on Internet of Things Approaches [2] P.Garrido,F.J.Martinez,andC.Guetl,“Addingsemantic webknowledge to intelligent personal assistant agents,” in Proc. 9th Int. Semantic WebConf.,,China, Nov. 7–11, 2010, pp. 1–12. [3] M.Satyanarayanan, “Pervasive computing: Vision and challenges,” IEEE Pers. Commun., vol. 8, no. 4, pp. 10–17, Aug. 2001 [4] I. Stojmenovic, “Machine-to-machine communications with in-network data aggregation, processing, and actuation for large-scale cyber- physical systems,” IEEE Internet Things J., vol.1,no. 2, pp. 122–128, Apr. 2014.