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ISSN (Print) : 2320 – 3765
ISSN (Online): 2278 – 8875
International Journal of Advanced Research in Electrical,
Electronics and Instrumentation Engineering
(A High Impact Factor, Monthly, Peer Reviewed Journal)
Website: www.ijareeie.com
Vol. 8, Issue 4, April 2019
Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1212
RFID Based Air Pollution Monitoring and
Control Using IoT
S. Ganga, Dr. Azha. Periasamy
PG Student, Dept. of E&I, Bharathiar University, Coimbatore, Tamilnadu, India1
Assistant Professor, Dept. of E&I, Bharathiar University, Coimbatore, Tamilnadu, India2
ABSTRACT: In this project we have designed new thing of the monitoring the pollution level in vehicles to be
monitored continuously and updated the every value in IOT (internet of things) based cloud server monitor page. In
recent years most of the incident happening in traffic. Because of the most of the vehicles are queue in traffic area and
traffic signal. So that we have designed this project to help and monitor the air pollution and automatically data’s are
updated in cloud based system. The co2sensor measures the co2 level of the vehicle. If the value higher than the
stipulated level, it will automatically intimate to the owner of the vehicle. In case the owner do not response for
intimation after two or three times about the co2 level and the message automatically will send to RTO office and
displayed the producing the co2 level. So that RTO office will file the case against the vehicle to produce the over
pollution. These are everything updated through the RFID based embedded module to scan the current value of the
pollution level and co2 sensor measure the current value of the emitting the co2 from each vehicles and send the value
using WIFI modules, which is connected to the arduino pro mini and will send the message to the PHP (Hypertext Pre-
processor), which will use to see in worldwide.
KEYWORDS: Arduino, RFID, LCD, Sensor, IoT.
I. INTRODUCTION
Air pollution is the introduction of particulates, biological molecules, and many harmful substances into Earth's
atmosphere, causing diseases, allergies, death to humans, damage to other living organisms such as animals and food
crops, or the natural or built environment. Air pollution may come from anthropogenic or natural sources. The
atmosphere is a complex natural gaseous system that is essential to support life on planet Earth. Indoor air pollution and
urban air quality are listed as two of the world’s worst toxic pollution problems in the 2008 Blacksmith Institute
World's Worst Polluted Places report.[1] According to the WHO report, air pollution in the year 2019. An air pollutant
is a substance in the air that can have adverse effects on humans and the ecosystem. The substance can be solid
particles, liquid droplets, or gases. A pollutant can be of natural origin or man-made. Pollutants are classified as
primary or secondary. Primary pollutants are usually produced from a process, such as ash from a volcanic eruption.
Other examples include carbon monoxide gas from motor vehicle exhaust, or the sulfur dioxide released from factories.
Secondary pollutants are not emitted directly. Rather, they form in the air when primary pollutants react or interact.
Ground level ozone is a prominent example of a secondary pollutant. Some pollutants may be both primary and
secondary. They are both emitted directly and formed from other primary pollutants before flue-gas desulfurization was
installed. The emissions from this power plant in New Mexico contained excessive amounts of dioxide. Nitrogen
diffusion tube for air quality monitoring. Positioned in London City. Schematic drawing, causes and effects of air
pollution: (1) greenhouse effect, (2) particulate contamination, (3) increased UV radiation, (4) acid rain, (5) increased
ground level ozone concentration, (6) increased levels of nitrogen oxides. Thermal are air pollution abatement options
for hazardous air pollutants (HAPs), volatile organic compounds (VOCs), and odorous emissions. Major primary
pollutants produced by human activity include.
ISSN (Print) : 2320 – 3765
ISSN (Online): 2278 – 8875
International Journal of Advanced Research in Electrical,
Electronics and Instrumentation Engineering
(A High Impact Factor, Monthly, Peer Reviewed Journal)
Website: www.ijareeie.com
Vol. 8, Issue 4, April 2019
Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1213
II. SYSTEM MODEL
Fig 3.1 System block diagram
ARDUINO PRO MINI: Arduino is heart of the system. It has number of features and its controlled over all process.
We can write code and load the controller for control real time application processes.The Arduino Pro Mini is a
microcontroller board based on the ATmega328. It has 14 digital input/output pins (of which 6 can be used as PWM
outputs), 6 analog inputs, an on-board resonator, a reset button, and holes for mounting pin headers. A six pin header
can be connected to an FTDI cable or Sparkfun breakout board to provide USB power and communication to the
board.The Arduino Pro Mini is intended for semi-permanent installation in objects or exhibitions. The board comes
without pre-mounted headers, allowing the use of various types of connectors or direct soldering of wires. The pin
layout is compatible with the Arduino Mini. There are two version of the Pro Mini. One runs at 3.3V and 8 MHz, the
other at 5V and 16 MHz.
LIQUID CRYSTAL DISPLAY(LCD) : A liquid-crystal display (LCD) is a flat-panel display or other electronically
modulated optical device that uses the light-modulating properties of liquid crystals. Liquid crystals do not emit light
directly, instead using a backlight or reflector to produce images in color or monochrome.[1]
LCDs are available to
display arbitrary images (as in a general-purpose computer display) or fixed images with low information content,
which can be displayed or hidden, such as preset words, digits, and seven-segment displays, as in a digital clock. They
use the same basic technology, except that arbitrary images are made up of a large number of small pixels.
CO2 SENSOR: Structure and configuration of MQ-8 gas sensor is shown below figure(Configuration A or B), sensor
composed bymicro AL2O3 ceramic tube, Tin Dioxide (SnO2) sensitive layer, measuring electrode and heater are fixed
into acrust made by plastic and stainless steel net. The heater provides necessary work conditions for work of sensitive
ISSN (Print) : 2320 – 3765
ISSN (Online): 2278 – 8875
International Journal of Advanced Research in Electrical,
Electronics and Instrumentation Engineering
(A High Impact Factor, Monthly, Peer Reviewed Journal)
Website: www.ijareeie.com
Vol. 8, Issue 4, April 2019
Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1214
components. The enveloped MQ-8 have 6 pin4 of them are used to fetch signals, and other 2 are usedfor providing
heating current.
RADIO-FREQUENCY IDENTIFICATION DEVICE (RFID): RADIO-frequency identification device (RFID) uses
electromagnetic fields to automatically identify and track tags attached to objects. The tags contain electronically-stored
information. Passive tags collect energy from a nearby RFID reader's interrogating radio waves. Active tags have a
local power source (such as a battery) and may operate hundreds of meters from the RFID reader. Unlike a barcode, the
tag need not be within the line of sight of the reader, so it may be embedded in the tracked object. RFID is one method
of automatic identification and data capture (AIDC).
IoT: IoT (Internet of Things) is an advanced automation and analytics system which exploits networking, sensing, big
data, and artificial intelligence technology to deliver complete systems for a product or service. These systems allow
greater transparency, control, and performance when applied to any industry or system.
IoT systems have applications across industries through their unique flexibility and ability to be suitable in any
environment. They enhance data collection, automation, operations, and much more through smart devices and
powerful enabling technology. This tutorial aims to provide you with a thorough introduction to IoT. It introduces the
key concepts of IoT, necessary in using and deploying IoT systems.
IOT − KEY FEATURES: The most important features of IoT include artificial intelligence, connectivity, sensors,
active engagement, and small device use. A brief review of these features is given below:
 AI – IoT essentially makes virtually anything “smart”, meaning it enhances every aspect of life with the power
of data collection, artificial intelligence algorithms, and networks. This can mean something as simple as
enhancing your refrigerator and cabinets to detect when milk and your favorite cereal run low, and to then
place an order with your preferred grocer.
 Connectivity – New enabling technologies for networking, and specifically IoT networking, mean networks
are no longer exclusively tied to major providers. Networks can exist on a much smaller and cheaper scale
while still being practical. IoT creates these small networks between its system devices.
 Sensors – IoT loses its distinction without sensors. They act as defining instruments which transform IoT from
a standard passive network of devices into an active system capable of real-world integration.
 Active Engagement – Much of today's interaction with connected technology happens through passive
engagement. IoT introduces a new paradigm for active content, product, or service engagement.
 Small Devices – Devices, as predicted, have become smaller, cheaper, and more powerful over time. IoT
exploits purpose-built small devices to deliver its precision, scalability, and versatility.
III. RESULT AND DISCUSSION
All the respective components have been interconnected and suitable programs are installed in ARDUINO PRO MINI.
The image has been given below. The co2 sensors are able to sense the hydrogen, alcohol, LPG and CO2 gases. We
tested the system with LPG and CO2 gases. The CO2 sensor fixed near to vehicle silencer to sense the CO2 .The sensor
gives the gases values, which present in the air and sends the report promptly to the respective vehicle owner to adjust
his vehicle CO2values.
ISSN (Print) : 2320 – 3765
ISSN (Online): 2278 – 8875
International Journal of Advanced Research in Electrical,
Electronics and Instrumentation Engineering
(A High Impact Factor, Monthly, Peer Reviewed Journal)
Website: www.ijareeie.com
Vol. 8, Issue 4, April 2019
Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1215
Fig 4.1 IOT Start Up Display
Fig 4.2 Gas Sensor Value
Fig 4.3 Experimental setup of entire system
VI. CONCLUSION
Working function of this system is good and such type of system is required to control the emission from vehicle and to
save our environment of earth. However these systems has some disadvantages. In order to escape from system
indication the system design may be modified by vehicle owner and the entire setup is fixed with the vehicle. So they
can easily removed. RFID tag or they may damage the circuit components. If anyone does not response to be the
ISSN (Print) : 2320 – 3765
ISSN (Online): 2278 – 8875
International Journal of Advanced Research in Electrical,
Electronics and Instrumentation Engineering
(A High Impact Factor, Monthly, Peer Reviewed Journal)
Website: www.ijareeie.com
Vol. 8, Issue 4, April 2019
Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1216
intimation for more than 3 times, the report will automatically send to concem department to make legal action against
to the respective person. Thus necessary modifications are required in this system to implement practically
REFERENCES
1. G.Michael “An Efficient Interface for Monitoring Air Pollution by Using Micro-Controller Based Sensors” International Journal of Innovative
Research in Computer and Communication Engineering Vol. 1, Issue 3, May 2013.
2. Air Pollution Monitoring System based on Wireless Networks – Simulation GodblessSwagarya, ShubiKaijage ,Ramadhani S. Sinde - Vol.5,
No.8, 2014.
3. Vallero, D., Fundamentals of air pollution. 2007: Academic press.
4. Smith, K.R., et al., Indoor air pollution in developing countries.
5. VĂślgyesi, P., et al. Air quality monitoring with sensor map. in Proceedings of the 7th
, International conference on Information processing in
sensor networks.2008. IEEE ComputerSociety.
6. Khedo, K.K., R. Perseedoss, and A. Mungur, A wireless sensor network air pollution monitoring system. arXiv preprint arXiv:1005.1737,
2010.
7. Liu, J.-H., et al. Developed urban air quality monitoring system based on wireless sensor, Networksin Sensing Technology (ICST), 2011 Fifth
International Conference on. 2011. IEEE.
8. Jung, Y.J., et al. Air pollution monitoring system based on geosensor network. inGeoscienceand Remote Sensing Symposium, 2008. IGARSS
2008. IEEE International. 2008. IEEE.
9. Review Paper on Air Pollution Monitoring system, SnehalSirsikar, Priya Karemore - Vol. 4, Issue 1, January 2015
10. G. Calvary, J. Coutaz, D. Thevenin, Q. Limbourg, L. Bouillon, and J. Vanderdonckt, "A unifying reference framework for multi-target user
interfaces", interacting with Computers, vol. 15, no. 3, June 2003, pp. 289-308.
11. J. Abascal, I. Fernández De Castro, A. Lafuente, and J. M. Cia,“Adaptive interfaces for supportive ambient intelligence environments”, Proc.
11th International Conference on Computers Helping People with Special Needs (ICCHP 08), Springer-Verlag,2008, pp. 30–37.
12. G. D. Abowd, A. K. Dey, P. J. Brown, N. Davies, M. Smith, and P.Steggles, “Towards a better understanding of context and context
awareness”,Proc. 1st Int. Symp. On Handheld and UbiquitousComputing (HUC 99), Springer-Verlag, 1999, pp. 304–307.
13. M. Becker, “Software architecture trends and promising technologyfor ambient assisted living systems”, in Assisted Living Systems - Models,
Architectures and Engineering Approaches, Proc. DagstuhlSeminar, no. 07462, 2008.
14. P. L. Emiliani and C. Stephanidis, “Universal access to ambient intelligence environments: Opportunities and challenges for people with
disabilities”, IBM Systems, vol. 44, pp. 605-619, Issue 3, 2005.
15. P. L. Emiliani, L. Burzagli and F. Gabbanini, “Ambient intelligence and multimodality”, Lecture Notes in Computer Science, vol. 4555,pp. 33–
42, 2007.
16. J. Nehmer, M. Becker, A. Karshmer, and R. Lamm, „Living assistance systems: An ambient intelligence approach”, Proc. 28th
International
Conference on Software Engineering (ICSE 06), pp. 43– 50, ACM Press, 2006.
17. T. H. Park and O. Kwon, “Ubiquitous Intelligence and Computing”, Lecture Notes in Computer Science, vol. 4611, pp. 919–928, Springer
Berlin / Heidelberg, 2007.
18. J. Nehmer, M. Becker, A. Karshmer, and R. Lamm, „Living assistance systems: An ambient intelligence approach”, Proc. 28th
International
Conference on Software Engineering (ICSE 06), pp. 43– 50, ACM Press, 2006.
19. Abdullah Kadri, Elias Yaacoub, Mohammed Mushtaha, And Adnan Abu-Dayya “Wireless Sensor Network For Real-Time Air Pollution
Monitoring” IEEE Forum On StrategicTechnology -2013.
20. Haibao Wang, TingtingWu ,And GuangjieWu,”Air Quality Monitoring System Based On Frequency Hopping System 2010 IEEE.
21. Robert L.Byer,LawrenceA.Shepp, “Two-Dimensional Remote Air- Pollution Monitoring Viatomography”.Vol.4/ March 1979 /OPTICS
LETTERS.
22. YajieMa,MarkRichards,MoustafaGhanem,YikeGuo,And John Hassard,”Air Pollution Monitoring And Mining Based On Sensor Grid In
London”Sensor 2008.

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RFID-Based Air Pollution Monitoring

  • 1. ISSN (Print) : 2320 – 3765 ISSN (Online): 2278 – 8875 International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (A High Impact Factor, Monthly, Peer Reviewed Journal) Website: www.ijareeie.com Vol. 8, Issue 4, April 2019 Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1212 RFID Based Air Pollution Monitoring and Control Using IoT S. Ganga, Dr. Azha. Periasamy PG Student, Dept. of E&I, Bharathiar University, Coimbatore, Tamilnadu, India1 Assistant Professor, Dept. of E&I, Bharathiar University, Coimbatore, Tamilnadu, India2 ABSTRACT: In this project we have designed new thing of the monitoring the pollution level in vehicles to be monitored continuously and updated the every value in IOT (internet of things) based cloud server monitor page. In recent years most of the incident happening in traffic. Because of the most of the vehicles are queue in traffic area and traffic signal. So that we have designed this project to help and monitor the air pollution and automatically data’s are updated in cloud based system. The co2sensor measures the co2 level of the vehicle. If the value higher than the stipulated level, it will automatically intimate to the owner of the vehicle. In case the owner do not response for intimation after two or three times about the co2 level and the message automatically will send to RTO office and displayed the producing the co2 level. So that RTO office will file the case against the vehicle to produce the over pollution. These are everything updated through the RFID based embedded module to scan the current value of the pollution level and co2 sensor measure the current value of the emitting the co2 from each vehicles and send the value using WIFI modules, which is connected to the arduino pro mini and will send the message to the PHP (Hypertext Pre- processor), which will use to see in worldwide. KEYWORDS: Arduino, RFID, LCD, Sensor, IoT. I. INTRODUCTION Air pollution is the introduction of particulates, biological molecules, and many harmful substances into Earth's atmosphere, causing diseases, allergies, death to humans, damage to other living organisms such as animals and food crops, or the natural or built environment. Air pollution may come from anthropogenic or natural sources. The atmosphere is a complex natural gaseous system that is essential to support life on planet Earth. Indoor air pollution and urban air quality are listed as two of the world’s worst toxic pollution problems in the 2008 Blacksmith Institute World's Worst Polluted Places report.[1] According to the WHO report, air pollution in the year 2019. An air pollutant is a substance in the air that can have adverse effects on humans and the ecosystem. The substance can be solid particles, liquid droplets, or gases. A pollutant can be of natural origin or man-made. Pollutants are classified as primary or secondary. Primary pollutants are usually produced from a process, such as ash from a volcanic eruption. Other examples include carbon monoxide gas from motor vehicle exhaust, or the sulfur dioxide released from factories. Secondary pollutants are not emitted directly. Rather, they form in the air when primary pollutants react or interact. Ground level ozone is a prominent example of a secondary pollutant. Some pollutants may be both primary and secondary. They are both emitted directly and formed from other primary pollutants before flue-gas desulfurization was installed. The emissions from this power plant in New Mexico contained excessive amounts of dioxide. Nitrogen diffusion tube for air quality monitoring. Positioned in London City. Schematic drawing, causes and effects of air pollution: (1) greenhouse effect, (2) particulate contamination, (3) increased UV radiation, (4) acid rain, (5) increased ground level ozone concentration, (6) increased levels of nitrogen oxides. Thermal are air pollution abatement options for hazardous air pollutants (HAPs), volatile organic compounds (VOCs), and odorous emissions. Major primary pollutants produced by human activity include.
  • 2. ISSN (Print) : 2320 – 3765 ISSN (Online): 2278 – 8875 International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (A High Impact Factor, Monthly, Peer Reviewed Journal) Website: www.ijareeie.com Vol. 8, Issue 4, April 2019 Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1213 II. SYSTEM MODEL Fig 3.1 System block diagram ARDUINO PRO MINI: Arduino is heart of the system. It has number of features and its controlled over all process. We can write code and load the controller for control real time application processes.The Arduino Pro Mini is a microcontroller board based on the ATmega328. It has 14 digital input/output pins (of which 6 can be used as PWM outputs), 6 analog inputs, an on-board resonator, a reset button, and holes for mounting pin headers. A six pin header can be connected to an FTDI cable or Sparkfun breakout board to provide USB power and communication to the board.The Arduino Pro Mini is intended for semi-permanent installation in objects or exhibitions. The board comes without pre-mounted headers, allowing the use of various types of connectors or direct soldering of wires. The pin layout is compatible with the Arduino Mini. There are two version of the Pro Mini. One runs at 3.3V and 8 MHz, the other at 5V and 16 MHz. LIQUID CRYSTAL DISPLAY(LCD) : A liquid-crystal display (LCD) is a flat-panel display or other electronically modulated optical device that uses the light-modulating properties of liquid crystals. Liquid crystals do not emit light directly, instead using a backlight or reflector to produce images in color or monochrome.[1] LCDs are available to display arbitrary images (as in a general-purpose computer display) or fixed images with low information content, which can be displayed or hidden, such as preset words, digits, and seven-segment displays, as in a digital clock. They use the same basic technology, except that arbitrary images are made up of a large number of small pixels. CO2 SENSOR: Structure and configuration of MQ-8 gas sensor is shown below figure(Configuration A or B), sensor composed bymicro AL2O3 ceramic tube, Tin Dioxide (SnO2) sensitive layer, measuring electrode and heater are fixed into acrust made by plastic and stainless steel net. The heater provides necessary work conditions for work of sensitive
  • 3. ISSN (Print) : 2320 – 3765 ISSN (Online): 2278 – 8875 International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (A High Impact Factor, Monthly, Peer Reviewed Journal) Website: www.ijareeie.com Vol. 8, Issue 4, April 2019 Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1214 components. The enveloped MQ-8 have 6 pin4 of them are used to fetch signals, and other 2 are usedfor providing heating current. RADIO-FREQUENCY IDENTIFICATION DEVICE (RFID): RADIO-frequency identification device (RFID) uses electromagnetic fields to automatically identify and track tags attached to objects. The tags contain electronically-stored information. Passive tags collect energy from a nearby RFID reader's interrogating radio waves. Active tags have a local power source (such as a battery) and may operate hundreds of meters from the RFID reader. Unlike a barcode, the tag need not be within the line of sight of the reader, so it may be embedded in the tracked object. RFID is one method of automatic identification and data capture (AIDC). IoT: IoT (Internet of Things) is an advanced automation and analytics system which exploits networking, sensing, big data, and artificial intelligence technology to deliver complete systems for a product or service. These systems allow greater transparency, control, and performance when applied to any industry or system. IoT systems have applications across industries through their unique flexibility and ability to be suitable in any environment. They enhance data collection, automation, operations, and much more through smart devices and powerful enabling technology. This tutorial aims to provide you with a thorough introduction to IoT. It introduces the key concepts of IoT, necessary in using and deploying IoT systems. IOT − KEY FEATURES: The most important features of IoT include artificial intelligence, connectivity, sensors, active engagement, and small device use. A brief review of these features is given below:  AI – IoT essentially makes virtually anything “smart”, meaning it enhances every aspect of life with the power of data collection, artificial intelligence algorithms, and networks. This can mean something as simple as enhancing your refrigerator and cabinets to detect when milk and your favorite cereal run low, and to then place an order with your preferred grocer.  Connectivity – New enabling technologies for networking, and specifically IoT networking, mean networks are no longer exclusively tied to major providers. Networks can exist on a much smaller and cheaper scale while still being practical. IoT creates these small networks between its system devices.  Sensors – IoT loses its distinction without sensors. They act as defining instruments which transform IoT from a standard passive network of devices into an active system capable of real-world integration.  Active Engagement – Much of today's interaction with connected technology happens through passive engagement. IoT introduces a new paradigm for active content, product, or service engagement.  Small Devices – Devices, as predicted, have become smaller, cheaper, and more powerful over time. IoT exploits purpose-built small devices to deliver its precision, scalability, and versatility. III. RESULT AND DISCUSSION All the respective components have been interconnected and suitable programs are installed in ARDUINO PRO MINI. The image has been given below. The co2 sensors are able to sense the hydrogen, alcohol, LPG and CO2 gases. We tested the system with LPG and CO2 gases. The CO2 sensor fixed near to vehicle silencer to sense the CO2 .The sensor gives the gases values, which present in the air and sends the report promptly to the respective vehicle owner to adjust his vehicle CO2values.
  • 4. ISSN (Print) : 2320 – 3765 ISSN (Online): 2278 – 8875 International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (A High Impact Factor, Monthly, Peer Reviewed Journal) Website: www.ijareeie.com Vol. 8, Issue 4, April 2019 Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1215 Fig 4.1 IOT Start Up Display Fig 4.2 Gas Sensor Value Fig 4.3 Experimental setup of entire system VI. CONCLUSION Working function of this system is good and such type of system is required to control the emission from vehicle and to save our environment of earth. However these systems has some disadvantages. In order to escape from system indication the system design may be modified by vehicle owner and the entire setup is fixed with the vehicle. So they can easily removed. RFID tag or they may damage the circuit components. If anyone does not response to be the
  • 5. ISSN (Print) : 2320 – 3765 ISSN (Online): 2278 – 8875 International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (A High Impact Factor, Monthly, Peer Reviewed Journal) Website: www.ijareeie.com Vol. 8, Issue 4, April 2019 Copyright to IJAREEIE DOI:10.15662/IJAREEIE.2019.0804012 1216 intimation for more than 3 times, the report will automatically send to concem department to make legal action against to the respective person. Thus necessary modifications are required in this system to implement practically REFERENCES 1. G.Michael “An Efficient Interface for Monitoring Air Pollution by Using Micro-Controller Based Sensors” International Journal of Innovative Research in Computer and Communication Engineering Vol. 1, Issue 3, May 2013. 2. Air Pollution Monitoring System based on Wireless Networks – Simulation GodblessSwagarya, ShubiKaijage ,Ramadhani S. Sinde - Vol.5, No.8, 2014. 3. Vallero, D., Fundamentals of air pollution. 2007: Academic press. 4. Smith, K.R., et al., Indoor air pollution in developing countries. 5. VĂślgyesi, P., et al. Air quality monitoring with sensor map. in Proceedings of the 7th , International conference on Information processing in sensor networks.2008. IEEE ComputerSociety. 6. Khedo, K.K., R. Perseedoss, and A. Mungur, A wireless sensor network air pollution monitoring system. arXiv preprint arXiv:1005.1737, 2010. 7. Liu, J.-H., et al. Developed urban air quality monitoring system based on wireless sensor, Networksin Sensing Technology (ICST), 2011 Fifth International Conference on. 2011. IEEE. 8. Jung, Y.J., et al. Air pollution monitoring system based on geosensor network. inGeoscienceand Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International. 2008. IEEE. 9. Review Paper on Air Pollution Monitoring system, SnehalSirsikar, Priya Karemore - Vol. 4, Issue 1, January 2015 10. G. Calvary, J. Coutaz, D. Thevenin, Q. Limbourg, L. Bouillon, and J. Vanderdonckt, "A unifying reference framework for multi-target user interfaces", interacting with Computers, vol. 15, no. 3, June 2003, pp. 289-308. 11. J. Abascal, I. FernĂĄndez De Castro, A. Lafuente, and J. M. Cia,“Adaptive interfaces for supportive ambient intelligence environments”, Proc. 11th International Conference on Computers Helping People with Special Needs (ICCHP 08), Springer-Verlag,2008, pp. 30–37. 12. G. D. Abowd, A. K. Dey, P. J. Brown, N. Davies, M. Smith, and P.Steggles, “Towards a better understanding of context and context awareness”,Proc. 1st Int. Symp. On Handheld and UbiquitousComputing (HUC 99), Springer-Verlag, 1999, pp. 304–307. 13. M. Becker, “Software architecture trends and promising technologyfor ambient assisted living systems”, in Assisted Living Systems - Models, Architectures and Engineering Approaches, Proc. DagstuhlSeminar, no. 07462, 2008. 14. P. L. Emiliani and C. Stephanidis, “Universal access to ambient intelligence environments: Opportunities and challenges for people with disabilities”, IBM Systems, vol. 44, pp. 605-619, Issue 3, 2005. 15. P. L. Emiliani, L. Burzagli and F. Gabbanini, “Ambient intelligence and multimodality”, Lecture Notes in Computer Science, vol. 4555,pp. 33– 42, 2007. 16. J. Nehmer, M. Becker, A. Karshmer, and R. Lamm, „Living assistance systems: An ambient intelligence approach”, Proc. 28th International Conference on Software Engineering (ICSE 06), pp. 43– 50, ACM Press, 2006. 17. T. H. Park and O. Kwon, “Ubiquitous Intelligence and Computing”, Lecture Notes in Computer Science, vol. 4611, pp. 919–928, Springer Berlin / Heidelberg, 2007. 18. J. Nehmer, M. Becker, A. Karshmer, and R. Lamm, „Living assistance systems: An ambient intelligence approach”, Proc. 28th International Conference on Software Engineering (ICSE 06), pp. 43– 50, ACM Press, 2006. 19. Abdullah Kadri, Elias Yaacoub, Mohammed Mushtaha, And Adnan Abu-Dayya “Wireless Sensor Network For Real-Time Air Pollution Monitoring” IEEE Forum On StrategicTechnology -2013. 20. Haibao Wang, TingtingWu ,And GuangjieWu,”Air Quality Monitoring System Based On Frequency Hopping System 2010 IEEE. 21. Robert L.Byer,LawrenceA.Shepp, “Two-Dimensional Remote Air- Pollution Monitoring Viatomography”.Vol.4/ March 1979 /OPTICS LETTERS. 22. YajieMa,MarkRichards,MoustafaGhanem,YikeGuo,And John Hassard,”Air Pollution Monitoring And Mining Based On Sensor Grid In London”Sensor 2008.