Abstract
It is essential to bring together the data measured in agricultural lands, greenhouses and animal shelters transmit to follow the data online. Wireless and wired systems have advantages and disadvantages. In wired systems, there is a cost of cabling, but data can be transmitted more securely. In wireless systems, system installation is cheap, but there are losses in data transmission. Wireless data transmission carried out in the outdoor environment takes place under surrounding climatic conditions. In this study, the effect of atmospheric meteorological factors on data loss in wireless data transmission system was tried to be determined. For this purpose, the losses that occur during the transfer of the data measured in the greenhouse in Bursa Uludağ University Faculty of Agriculture Research Farm to the office 150 m away are discussed. Temperature, humidity, precipitation, wind speed and atmospheric pressure were used as meteorological parameters, and 4 different frequencies from the civil use frequency range (2420, 2440, 2460 and 2480 Mhz) were used as data transmission frequency. The SPSS package was used for the correlation analysis with the data set. According to the results of the correlation analysis, relative humidity has a statistically significant effect on the data transmission losses at all data transmission frequencies (p<0.01). The temperature on the data transmission losses at 2420 and 2480 Mhz frequencies and atmospheric pressure at 2440 and 2480 Mhz frequencies have a statistically significant effect (p<0.01). The effect of wind speed on data transmission losses is statistically significant at data transmission frequencies other than 2460 Mhz frequency (p<0.01). The precipitation amount has no statistically significant effect on the data transmission losses at all data transmission frequencies.
Keywords
Wireless data transmission Meteorology parameters Data losses Wireless sensor networks Greenhouse
Supporting Institution
Bursa Uludağ Üniversitesi Bilimsel Araştırma Komisyonu
Project Number
BAP OUAP (Z) -2015/10
Thanks
This study was carried out within the project's scope of BAP OUAP (Z) -2015/10, supported by the Scientific Research Projects Unit of Bursa Uludag University. The authors thank the Bursa Uludag University Scientific Research Projects Unit for its support.
References
- Anastasi G, Falchi A, Passarella A, Conti M, Gregori E 2004. Performance measurements of motes sensor networks. ACM MSWiM 2004 - Proceedings of the Seventh ACM Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, pp. 174–181.
- Bannister K, Giorgetti G, Gupta SK 2008. Wireless sensor networking for hot applications: Effects of temperature on signal strength, data collection and localization. Proceedings of the 5th Workshop on Embedded Networked Sensors, pp 1-5.
- Boano CA, Brown J, He Z, Roedig U, Voigt, T 2010. Low-power radio communication in industrial outdoor deployments: The impact of weather conditions and atex-compliance, Sensor Applications, Experimentation and Logistics, 29: 159-176.
- Çaylı A, Mercanlı AS 2017. The Impact Of Greenhouse Environmental Conditions On The Signal Strength Of Wi-Fi Based Sensor Network, International Journal of Advanced Research, 5(6): 774-781
- Eriş Ç, Boluk P 2021. Nesnelerin İnternetinde Kullanılan Kablosuz Algılayıcı Cihazlar için Bilgi Merkezli Ağ Mimarisinin Uygulanabilirliği Araştırması. European Journal of Science and Technology, 21: 160–171
- Holland MM, Aures RG, Heinzelman WB 2006. Experimental investigation of radio performance in wireless sensor networks. 2nd IEEE Workshop on Wireless Mesh Networks, pp.140-150. https://doi.org/10.1109/WIMESH.2006.288630
- Luomala J, Hakala I 2015. Effects of temperature and humidity on radio signal strength in outdoor wireless sensor networks. Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, FedCSIS 2015. https://doi.org/10.15439/2015F241
- Marfievici R, Murphy AL, Picco GP, Ossi F, Cagnacci F 2013. How Environmental Factors Impact Outdoor Wireless Sensor Networks: A Case Study, 2013 IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013, pp. 565-573, doi: https://doi.org/10.1109/MASS.2013.13
- Nadeem F, Chessa S, Leitgeb E, Zaman S 2010. The Effects of Weather on the Life Time of Wireless Sensor Networks Using FSO/RF Communication. Radioengineering 19(2): 262-270.
- Sun J, Cardell-Oliver R 2006. An experimental evaluation of temporal characteristics of communication links in outdoor sensor networks. Proc of the ACM Workshop on Real-World Wireless Sensor Networks in Conjunction with ACM MobiSys, ACM REALWSN′06, N/A:73-77.
- Thelen J 2004. Radio Wave Propagation in Potato Fields. In Proceedings of the First Workshop on Wireless Network Measurements - WiNMee 2005, pp 1-5.
- Wennerström H 2013. Meteorological Impact and Transmission Errors in Outdoor Wireless Sensor Networks. Division of Computer Systems, Department of Information Technology, PhD Thesis, Uppsala University
Abstract
Tarımsal arazilerde, seralarda ve hayvan barınaklarında ölçülen verilerin bir araya getirilmesi, verilerin online takip edilmesi için esastır. Kablosuz ve kablolu sistemlerin avantajları ve dezavantajları vardır. Kablolu sistemlerde kablolama maliyeti vardır ancak veriler daha güvenli bir şekilde iletilebilir. Kablosuz sistemlerde sistem kurulumu ucuzdur ancak veri iletiminde kayıplar vardır. Dış ortamda gerçekleştirilen kablosuz veri iletimi, çevre iklim koşullarında gerçekleşir. Bu çalışmada kablosuz veri iletim sisteminde atmosferik meteorolojik faktörlerin veri kaybına etkisi belirlenmeye çalışılmıştır. Bu amaçla Bursa Uludağ Üniversitesi Ziraat Fakültesi araştırma çiftliğinde serada ölçülen verilerin 150 m uzaklıktaki ofise aktarılması sırasında meydana gelen kayıplar tartışılmıştır. Meteorolojik parametreler olarak sıcaklık, nem, yağış, rüzgar hızı ve atmosferik basınç, veri iletim frekansı olarak ise sivil kullanım frekans aralığından (2420, 2440, 2460 ve 2480 Mhz) 4 farklı frekans kullanılmıştır. Veri seti ile korelasyon analizi için SPSS paketi kullanılmıştır. Korelasyon analizi sonuçlarına göre, bağıl nemin tüm veri aktarım frekanslarında veri aktarım kayıpları üzerinde istatistiksel olarak anlamlı bir etkisi vardır (p<0.01). Sıcaklık 2420 ve 2480 Mhz veri iletim frekansında, atmosfer basıncı ise 2440 ve 2480 Mhz veri iletim frekanslarında veri aktarım kayıpları üzerinde istatistiksel olarak anlamlı bir etkiye sahiptir (p<0.01). Rüzgar hızının veri iletim kayıplarına etkisi 2460 Mhz frekansı dışındaki veri iletim frekanslarında istatistiksel olarak anlamlıdır (p<0.01). Yağış miktarının tüm veri aktarım frekanslarında veri aktarım kayıpları üzerinde istatistiksel olarak anlamlı bir etkisi olmadığı sonucu elde edilmiştir.
Project Number
BAP OUAP (Z) -2015/10
References
- Anastasi G, Falchi A, Passarella A, Conti M, Gregori E 2004. Performance measurements of motes sensor networks. ACM MSWiM 2004 - Proceedings of the Seventh ACM Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, pp. 174–181.
- Bannister K, Giorgetti G, Gupta SK 2008. Wireless sensor networking for hot applications: Effects of temperature on signal strength, data collection and localization. Proceedings of the 5th Workshop on Embedded Networked Sensors, pp 1-5.
- Boano CA, Brown J, He Z, Roedig U, Voigt, T 2010. Low-power radio communication in industrial outdoor deployments: The impact of weather conditions and atex-compliance, Sensor Applications, Experimentation and Logistics, 29: 159-176.
- Çaylı A, Mercanlı AS 2017. The Impact Of Greenhouse Environmental Conditions On The Signal Strength Of Wi-Fi Based Sensor Network, International Journal of Advanced Research, 5(6): 774-781
- Eriş Ç, Boluk P 2021. Nesnelerin İnternetinde Kullanılan Kablosuz Algılayıcı Cihazlar için Bilgi Merkezli Ağ Mimarisinin Uygulanabilirliği Araştırması. European Journal of Science and Technology, 21: 160–171
- Holland MM, Aures RG, Heinzelman WB 2006. Experimental investigation of radio performance in wireless sensor networks. 2nd IEEE Workshop on Wireless Mesh Networks, pp.140-150. https://doi.org/10.1109/WIMESH.2006.288630
- Luomala J, Hakala I 2015. Effects of temperature and humidity on radio signal strength in outdoor wireless sensor networks. Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, FedCSIS 2015. https://doi.org/10.15439/2015F241
- Marfievici R, Murphy AL, Picco GP, Ossi F, Cagnacci F 2013. How Environmental Factors Impact Outdoor Wireless Sensor Networks: A Case Study, 2013 IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013, pp. 565-573, doi: https://doi.org/10.1109/MASS.2013.13
- Nadeem F, Chessa S, Leitgeb E, Zaman S 2010. The Effects of Weather on the Life Time of Wireless Sensor Networks Using FSO/RF Communication. Radioengineering 19(2): 262-270.
- Sun J, Cardell-Oliver R 2006. An experimental evaluation of temporal characteristics of communication links in outdoor sensor networks. Proc of the ACM Workshop on Real-World Wireless Sensor Networks in Conjunction with ACM MobiSys, ACM REALWSN′06, N/A:73-77.
- Thelen J 2004. Radio Wave Propagation in Potato Fields. In Proceedings of the First Workshop on Wireless Network Measurements - WiNMee 2005, pp 1-5.
- Wennerström H 2013. Meteorological Impact and Transmission Errors in Outdoor Wireless Sensor Networks. Division of Computer Systems, Department of Information Technology, PhD Thesis, Uppsala University
Details
| Primary Language | English |
|---|---|
| Journal Section | RESEARCH ARTICLE |
| Authors | |
| Project Number | BAP OUAP (Z) -2015/10 |
| Publication Date | October 31, 2022 |
| Submission Date | May 22, 2021 |
| Acceptance Date | October 19, 2021 |
| Published in Issue | Year 2022Volume: 25 Issue: 5 |
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KSU Journal of Agriculture and Nature
e-ISSN: 2619-9149