Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming

Environment and agriculture related applications have been gaining ground for the past several years and have been the context for researches in ubiquitous and pervasive computing. This study is a part of a bigger study that uses artificial intelligence in developing models to detect, monitor, and f...

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Main Authors: Estuar, Ma. Regina Justina E, De Leon, Marlene M, Lim, Hadrian Paulo, Victorino, John Noel, Co, Jerelyn, Saddi, Ivan Lester, Paelmo, Sharlene Mae, Dela Cruz, Bon Lemuel
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Published: Archīum Ateneo 2017
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Online Access:https://archium.ateneo.edu/discs-faculty-pubs/30
https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10444/2279020/Development-of-an-asynchronous-communication-channel-between-wireless-sensor-nodes/10.1117/12.2279020.short?SSO=1
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Institution: Ateneo De Manila University
id ph-ateneo-arc.discs-faculty-pubs-1029
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spelling ph-ateneo-arc.discs-faculty-pubs-10292020-02-22T02:54:59Z Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming Estuar, Ma. Regina Justina E De Leon, Marlene M Lim, Hadrian Paulo Victorino, John Noel Co, Jerelyn Saddi, Ivan Lester Paelmo, Sharlene Mae Dela Cruz, Bon Lemuel Environment and agriculture related applications have been gaining ground for the past several years and have been the context for researches in ubiquitous and pervasive computing. This study is a part of a bigger study that uses artificial intelligence in developing models to detect, monitor, and forecast the spread of Fusarium oxysporum cubense TR4 (FOC TR4) on Cavendish bananas cultivated in the Philippines. To implement an Intelligent Farming system, 1) wireless sensor nodes (WSNs) are deployed in Philippine banana plantations to collect soil parameter data that is considered to affect the health of Cavendish bananas, 2) a custom built smartphone application is used for collecting, storing, and transmitting soil data, plant images and plant status data to a cloud storage, and 3) a custom built web application is used to load and display results of physico-chemical analysis of soil, analysis of data models, and geographic locations of plants being monitored. This study discusses the issues, considerations, and solutions implemented in the development of an asynchronous communication channel to ensure that all data collected by WSNs and smartphone applications are transmitted with a high degree of accuracy and reliability. From a design standpoint: standard API documentation on usage of data type is required to avoid inconsistencies in parameter passing. From a technical standpoint, there is a need to include error-handling mechanisms especially for delays in transmission of data as well as generalize method of parsing thru multidimensional array of data. Strategies are presented in the paper. 2017-01-01T08:00:00Z text https://archium.ateneo.edu/discs-faculty-pubs/30 https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10444/2279020/Development-of-an-asynchronous-communication-channel-between-wireless-sensor-nodes/10.1117/12.2279020.short?SSO=1 Department of Information Systems & Computer Science Faculty Publications Archīum Ateneo sensors clouds remote sensing web services wireless communications Computer Sciences Databases and Information Systems
institution Ateneo De Manila University
building Ateneo De Manila University Library
continent Asia
country Philippines
Philippines
content_provider Ateneo De Manila University Library
collection archium.Ateneo Institutional Repository
topic sensors
clouds
remote sensing
web services
wireless communications
Computer Sciences
Databases and Information Systems
spellingShingle sensors
clouds
remote sensing
web services
wireless communications
Computer Sciences
Databases and Information Systems
Estuar, Ma. Regina Justina E
De Leon, Marlene M
Lim, Hadrian Paulo
Victorino, John Noel
Co, Jerelyn
Saddi, Ivan Lester
Paelmo, Sharlene Mae
Dela Cruz, Bon Lemuel
Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming
description Environment and agriculture related applications have been gaining ground for the past several years and have been the context for researches in ubiquitous and pervasive computing. This study is a part of a bigger study that uses artificial intelligence in developing models to detect, monitor, and forecast the spread of Fusarium oxysporum cubense TR4 (FOC TR4) on Cavendish bananas cultivated in the Philippines. To implement an Intelligent Farming system, 1) wireless sensor nodes (WSNs) are deployed in Philippine banana plantations to collect soil parameter data that is considered to affect the health of Cavendish bananas, 2) a custom built smartphone application is used for collecting, storing, and transmitting soil data, plant images and plant status data to a cloud storage, and 3) a custom built web application is used to load and display results of physico-chemical analysis of soil, analysis of data models, and geographic locations of plants being monitored. This study discusses the issues, considerations, and solutions implemented in the development of an asynchronous communication channel to ensure that all data collected by WSNs and smartphone applications are transmitted with a high degree of accuracy and reliability. From a design standpoint: standard API documentation on usage of data type is required to avoid inconsistencies in parameter passing. From a technical standpoint, there is a need to include error-handling mechanisms especially for delays in transmission of data as well as generalize method of parsing thru multidimensional array of data. Strategies are presented in the paper.
format text
author Estuar, Ma. Regina Justina E
De Leon, Marlene M
Lim, Hadrian Paulo
Victorino, John Noel
Co, Jerelyn
Saddi, Ivan Lester
Paelmo, Sharlene Mae
Dela Cruz, Bon Lemuel
author_facet Estuar, Ma. Regina Justina E
De Leon, Marlene M
Lim, Hadrian Paulo
Victorino, John Noel
Co, Jerelyn
Saddi, Ivan Lester
Paelmo, Sharlene Mae
Dela Cruz, Bon Lemuel
author_sort Estuar, Ma. Regina Justina E
title Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming
title_short Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming
title_full Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming
title_fullStr Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming
title_full_unstemmed Development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using RESTful Web Services for intelligent farming
title_sort development of an asynchronous communication channel between wireless sensor nodes, smartphone devices, and web applications using restful web services for intelligent farming
publisher Archīum Ateneo
publishDate 2017
url https://archium.ateneo.edu/discs-faculty-pubs/30
https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10444/2279020/Development-of-an-asynchronous-communication-channel-between-wireless-sensor-nodes/10.1117/12.2279020.short?SSO=1
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