基於LoRaWAN之智慧農場監控網路系統設計

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姓名

徐逢鈞(Feng-Jyun Shiu) 查詢紙本館藏

畢業系所

資訊工程學系在職專班

論文名稱

基於LoRaWAN之智慧農場監控網路系統設計
(Design of Smart Farm Monitoring Network System Based on LoRaWAN)

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至系統瀏覽論文 (2027-1-14以後開放)

摘要(中)

農業所提供的糧食是人們賴以維生的基礎，但因對於環境過度的開發導致全球環境變化，而最直接受到氣候變遷的影響即是農業，為了降低極端氣候所造成的衝擊與提升農作物的產量，促使整合物聯網技術的智慧農業迅速崛起。低功耗廣域網路的興起主要是為了滿足大規模物聯網的市場需求，其特性主要為低傳輸速率、低裝置功耗以及擁有遠距離傳輸的能力，但也因在電池壽命與資訊傳輸上有所限制，使遠端更新技術難以實現於低功耗廣域網路中。
本研究基於LoRaWAN網路架構並將GVM整合至終端節點的系統中，並搭配由GPP所產生的編碼表以遠端更新裝置的執行流程，藉此達到物聯網應用的快速開發。在實驗分析中將編碼表與傳送韌體的更新方式進行比較，傳輸時間方面能夠減少約133秒的時間，而在耗電量上則能夠節省約0.4mAh的消耗。由於物聯網裝置最容易受到安全威脅的即是更新過程，在更新前驗證訊息的完整性並只接受來自受信任的發送者所傳送的資料是非常重要的，因此在系統中額外定義一組GPP密鑰，用以將更新資料加密並也用作於產生訊息認證碼，使終端節點能藉由認證碼檢驗資料的完整性，且因認證碼是由密鑰所產生，也能用以確認發送者身份的合法性，因此將加密與驗證機制導入更新系統中，以加強更新資料於傳輸時的安全性，從而降低更新時的風險。

摘要(英)

The food provided by agriculture is the basis of people′s livelihood. However, overexploitation of natural resources has led to global environmental change, and the most directly affected by climate change is agriculture. To reduce the impact of extreme climate and increase the yield of crops, thus promoting the rapid development of smart agriculture using IoT technology. The rise of LPWAN is mainly to satisfy the market demand for large scale IoT, which is characterized by low transmission rate, low power consumption and long-range communications. But because of the limitations on transmission and the requirement for devices with a long battery life, so the FUOTA feature is difficult to implement in LPWAN.
This study is based on the LoRaWAN network architecture and integrates GRAFCET virtual machine into the system of end-node devices, with the coding table generated by GPP to remotely update the execution process of the device, thus achieving rapid development of IoT applications. In the analysis, comparing the update method of the coding table and the transmission firmware, the transmission time can be reduced by about 133 seconds, and the power consumption can be saved by about 0.4 mAh. Since the most vulnerable part of an IoT device is the update procedure, it is critical to verify the integrity of the message before updating and only accept the data from trusted senders. Therefore, an additional GPP key is defined in the system to encrypt the update data and is used to generate message authentication code, so that the end node can verify the integrity of the data with authentication code. Moreover, since the authentication code is generated from the key, it can be used to confirm the identity of the sender′s legitimacy. Consequently, encryption and authentication mechanisms are integrated into the update system to enhance the security of update data during transmission, thereby reducing the risk of the update procedure.

關鍵字(中)

★ 智慧農場
★ 遠端更新
★ 虛擬機器

關鍵字(英)

★ Smart Farm
★ FUOTA
★ GRAFCET
★ LoRaWAN

論文目次

摘要 I
Abstract II
誌謝 III
目錄 IV
圖目錄 VI
表目錄 VIII
第一章、緒論 1
1.1 研究背景 1
1.2 研究目的 3
1.3 論文架構 3
第二章、技術回顧 4
2.1 無線感測網路 4
2.2 低功耗廣域網路 6
2.2.1 NB-IoT 8
2.2.2 Sigfox 10
2.2.3 LoRa 11
2.2.4 LoRaWAN 13
2.3 遠端更新技術 22
第三章、基於 LoRaWAN之智慧農場監控網路系統 25
3.1 GRAFCET離散事件建模 25
3.2 GRAFCET虛擬機器 28
3.3 GRAFCET應用程式 30
3.4 GRAFCET編碼表 32
3.5 監控網路系統架構 35
3.6 監控網路系統設計 35
3.6.1 終端節點 35
3.6.2 GRAFCET應用程式 37
第四章、系統整合實驗與驗證 39
4.1 系統實驗架構 39
4.2 硬體開發環境 40
4.2.1 開發板 41
4.2.2 LoRa射頻模組 42
4.2.3 溫溼度感測器 43
4.2.4 土壤溼度感測器 44
4.2.5 光源感測器 44
4.3 系統實作與驗證 46
4.3.1 閘道器 46
4.3.2 終端節點 49
4.3.3 GRAFCET應用程式 51
4.4 系統分析 54
4.5 智慧農場監控網路系統 57
第五章、結論與未來展望 61
5.1 結論 61
5.2 未來展望 62
參考文獻 63

參考文獻

[1] H. C. J. Godfray et al., "Food Security: The Challenge of Feeding 9 Billion People," Science, vol. 327, no. 5967, p. 812, 2010.
[2] R. Gebbers and V. I. Adamchuk, "Precision Agriculture and Food Security," Science, vol. 327, no. 5967, p. 828, 2010.
[3] J. Gutiérrez et al., "Automated Irrigation System Using a Wireless Sensor Network and GPRS Module," IEEE Transactions on Instrumentation and Measurement, vol. 63, no. 1, pp. 166-176, 2014.
[4] A. Kumar and G. P. Hancke, "A Zigbee-Based Animal Health Monitoring System," IEEE Sensors Journal, vol. 15, no. 1, pp. 610-617, 2015.
[5] K. Abdelfadeel et al., "How to Make Firmware Updates over LoRaWAN Possible," in 2020 IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM), 31 Aug.-3 Sept. 2020 2020, pp. 16-25.
[6] O. Kachman and M. Balaz, "Optimized Differencing Algorithm for Firmware Updates of Low-Power Devices," in 2016 IEEE 19th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), 20-22 April 2016 2016, pp. 1-4.
[7] 謝欣蓓, "整合GRAFCET虛擬機器的智慧型控制器開發平台," 國立中央大學資訊工程研究所碩士論文, 2011.
[8] 楊君偉, "GVM應用於機器人系統開發," 國立中央大學資訊工程研究所碩士論文, 2016.
[9] M. Wu et al., "Research on the Architecture of Internet of Things," in 2010 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE), 20-22 Aug. 2010 2010, vol. 5,
[10] C.-Y. Chong and S. P. Kumar, "Sensor Networks: Evolution, Opportunities, and Challenges," Proceedings of the IEEE, vol. 91, no. 8, pp. 1247-1256, 2003.
[11] N. Shafiee et al., "Infrastructure Circuits for Lifetime Improvement of Ultra-Low Power IoT Devices," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 64, no. 9, pp. 2598-2610, 2017.
[12] M. R. M. Kassim et al., "Wireless Sensor Network in Precision Agriculture Application," in 2014 International Conference on Computer, Information and Telecommunication Systems (CITS), 7-9 July 2014 2014, pp. 1-5.
[13] V. J. Hodge et al., "Wireless Sensor Networks for Condition Monitoring in the Railway Industry: A Survey," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 3, pp. 1088-1106, 2015.
[14] U. Raza et al., "Low Power Wide Area Networks: An Overview," IEEE Communications Surveys & Tutorials, vol. 19, no. 2, pp. 855-873, 2017.
[15] K. Mekki et al., "Overview of Cellular LPWAN Technologies for IoT Deployment: Sigfox, LoRaWAN, and NB-IoT," in 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 19-23 March 2018 2018, pp. 197-202.
[16] K. Mekki et al., "A Comparative Study of LPWAN Technologies for Large-Scale IoT Deployment," ICT Express, vol. 5, no. 1, pp. 1-7, 2019/03/01/ 2019.
[17] S. Popli et al., "A Survey on Energy Efficient Narrowband Internet of Things (NBIoT): Architecture, Application and Challenges," IEEE Access, vol. 7, pp. 16739-16776, 2019.
[18] J. Shi et al., "A Smart Parking System Based on NB-IoT and Third-Party Payment Platform," in 2017 17th International Symposium on Communications and Information Technologies (ISCIT), 25-27 Sept. 2017 2017, pp. 1-5.
[19] A. Lavric et al., "Long Range SigFox Communication Protocol Scalability Analysis Under Large-Scale, High-Density Conditions," IEEE Access, vol. 7, pp. 35816-35825, 2019.
[20] L. Joris et al., "An Autonomous Sigfox Wireless Sensor Node for Environmental Monitoring," IEEE Sensors Letters, vol. 3, no. 7, pp. 01-04, 2019.
[21] B. Reynders and S. Pollin, "Chirp Spread Spectrum as a Modulation Technique for Long Range Communication," in 2016 Symposium on Communications and Vehicular Technologies (SCVT), 22-22 Nov. 2016 2016, pp. 1-5.
[22] U. Noreen et al., "A Study of LoRa Low Power and Wide Area Network Technology," in 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 22-24 May 2017 2017, pp. 1-6.
[23] T. Polonelli et al., "Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment," Sensors, vol. 19, no. 4, p. 838, 2019.
[24] H. Lipmaa et al., "CTR-Mode Encryption," in First NIST Workshop on Modes of Operation, 2000, vol. 39,
[25] S. Na et al., "Scenario and Countermeasure for Replay Attack Using Join Request Messages in LoRaWAN," in 2017 International Conference on Information Networking (ICOIN), 11-13 Jan. 2017 2017, pp. 718-720.
[26] J. Petäjäjärvi et al., "Evaluation of LoRa LPWAN Technology for Remote Health and Wellbeing Monitoring," in 2016 10th International Symposium on Medical Information and Communication Technology (ISMICT), 20-23 March 2016 2016, pp. 1-5.
[27] C. Adam, "Petri. Kommunikation mit Automaten," PhD, University of Bonn, West Germany, 1962.

指導教授

陳慶瀚(Ching-Han Chen)

審核日期

2022-1-19

推文