Using UAV-Based Systems to Monitor Air Pollution in Areas with Poor Accessibility
المؤلفون المشاركون
Alvear, Oscar
Zema, Nicola Roberto
Natalizio, Enrico
Calafate, Carlos T.
المصدر
Journal of Advanced Transportation
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-08-07
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Air pollution monitoring has recently become an issue of utmost importance in our society.
Despite the fact that crowdsensing approaches could be an adequate solution for urban areas, they cannot be implemented in rural environments.
Instead, deploying a fleet of UAVs could be considered an acceptable alternative.
Embracing this approach, this paper proposes the use of UAVs equipped with off-the-shelf sensors to perform air pollution monitoring tasks.
These UAVs are guided by our proposed Pollution-driven UAV Control (PdUC) algorithm, which is based on a chemotaxis metaheuristic and a local particle swarm optimization strategy.
Together, they allow automatically performing the monitoring of a specified area using UAVs.
Experimental results show that, when using PdUC, an implicit priority guides the construction of pollution maps by focusing on areas where the pollutants’ concentration is higher.
This way, accurate maps can be constructed in a faster manner when compared to other strategies.
The PdUC scheme is compared against various standard mobility models through simulation, showing that it achieves better performance.
In particular, it is able to find the most polluted areas with more accuracy and provides a higher coverage within the time bounds defined by the UAV flight time.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Alvear, Oscar& Zema, Nicola Roberto& Natalizio, Enrico& Calafate, Carlos T.. 2017. Using UAV-Based Systems to Monitor Air Pollution in Areas with Poor Accessibility. Journal of Advanced Transportation،Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1171002
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Alvear, Oscar…[et al.]. Using UAV-Based Systems to Monitor Air Pollution in Areas with Poor Accessibility. Journal of Advanced Transportation No. 2017 (2017), pp.1-14.
https://search.emarefa.net/detail/BIM-1171002
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Alvear, Oscar& Zema, Nicola Roberto& Natalizio, Enrico& Calafate, Carlos T.. Using UAV-Based Systems to Monitor Air Pollution in Areas with Poor Accessibility. Journal of Advanced Transportation. 2017. Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1171002
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1171002
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر