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Title: :  REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM
PaperId: :  12050
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 3 2020
DUI:    16.0415/IJARIIE-12050
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof SHEELA B.PRAO BAHADUR Y MAHABALESHWARAPPA ENGINEERING COLLEGE
UDAYA SHANKAR BUDAGAVI RAO BAHADUR Y MAHABALESHWARAPPA ENGINEERING COLLEGE
SIRISHA K V RAO BAHADUR Y MAHABALESHWARAPPA ENGINEERING COLLEGE
VISHAL M R RAO BAHADUR Y MAHABALESHWARAPPA ENGINEERING COLLEGE
Dr SREEPATHI BRAO BAHADUR Y MAHABALESHWARAPPA ENGINEERING COLLEGE

Abstract

INFORMATION SCIENCE AND ENGINEERING
Air Ambiance Monitoring, investigation, , Air pollution. Air Ambiance indexing, instantaneous, close-grained
Air pollution is one of the serious problems in the urban cities, where particulate matter (PM2.5) has greater effect on the humans than any other impure substances. The significant air pollution problem, monitoring and prediction for Air Ambiance have become increasingly necessary. To provide instantaneous close-grained Air Ambiance monitoring and prediction in urban areas, we have established our own Internet-of-Things-based sensing system in Peking University. Due to the energy constraint of the sensors, it is preferred that the sensors wake up alternatively in an asynchronous pattern, which leads to a sparse sensing dataset. In this paper, we propose a novel approach to predict the instantaneous close-grained Air Ambiance based on asynchronous sensing. The sparse dataset and the spatial-temporal meteorological relations are modeled into the correlation graph, in which way the prediction procedures are carefully designed. The advantage of the proposed solution over existing ones is evaluated over the dataset collected by our Air Ambiance monitoring system.

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IJARIIE Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B. "REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 3 2020 Page 761-767
MLA Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B. "REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 6.3(2020) : 761-767.
APA Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , & Dr SREEPATHI B. (2020). REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education, 6(3), 761-767.
Chicago Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B. "REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 3 (2020) : 761-767.
Oxford Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B. 'REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 3, 2020, p. 761-767. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/REAL_TIME_PREDICTION_FOR_FINE_GRAINED_AIR_QUALITY_MONITORING_SYSTEM_ijariie12050.pdf (Accessed : 09 August 2020).
Harvard Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B. (2020) 'REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, 6(3), pp. 761-767IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/REAL_TIME_PREDICTION_FOR_FINE_GRAINED_AIR_QUALITY_MONITORING_SYSTEM_ijariie12050.pdf (Accessed : 09 August 2020)
IEEE Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B, "REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 3, pp. 761-767, May-Jun 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/REAL_TIME_PREDICTION_FOR_FINE_GRAINED_AIR_QUALITY_MONITORING_SYSTEM_ijariie12050.pdf [Accessed : 09 August 2020].
Turabian Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B. "REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 3 (09 August 2020).
Vancouver Prof SHEELA B.P, UDAYA SHANKAR BUDAGAVI , SIRISHA K V , VISHAL M R , and Dr SREEPATHI B. REAL TIME PREDICTION FOR FINE GRAINED AIR QUALITY MONITORING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 09 August 2020]; 6(3) : 761-767. Available from: https://ijariie.com/AdminUploadPdf/REAL_TIME_PREDICTION_FOR_FINE_GRAINED_AIR_QUALITY_MONITORING_SYSTEM_ijariie12050.pdf
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