A Testbed for Group Acknowledgement Circular Shift Communication Model in LoRa-based Wireless Sensor Networks

Authors

  • Abdulwakil Adekunle Kasali The Federal Polytechnic Ede
  • Caleb Olufisoye Akanbi
  • Lawrence Omotosho
  • Ibrahim K. Ogundoyin

Keywords:

Test bed, Time-slotted, LoRa, GACS, Current Consumption, WSN

Abstract

his paper introduces a testbed for a Group Acknowledgement Circular Shift (GACS) MAC protocol model designed to balance current consumption in LoRa-based Wireless Sensor Networks. The model leverages a time-slotted approach to allocate transmission times for end devices, using ATmega328p microcontrollers and Ebyte 22 LoRa Modules. The testbed includes a gateway, an application server, and initially four, then fifteen, end devices. Current monitoring circuits were attached to certain end devices to measure current usage during both GACS and Group Acknowledgement (GA) without Circular Shift (CS) models. In a network of four end devices, the GACS model extended battery life uniformly to 463 days with a 3000 mAh battery, while inconsistent battery life was observed in GA without CS. Similarly, the GACS model enabled 434 days of battery life across 15 devices, promoting uniform battery longevity. Results show that the GACS model enhances current consumption fairness, reduces collisions, and improves packet delivery to 99.81%.

References

Abdelfadeel, K. Q.; D. Zorbas; V. Cionca; and D. Pesch. (2019). FREE - Fine-Grained Scheduling for Reliable and Energy-Efficient Data Collection in LoRaWAN. IEEE Internet of Things Journal, 7(1): 669–683.

Bor, M. C. (2020). Towards the efficient use of LoRa for Wireless Sensor Networks. Unpublished PhD Thesis, School of Computing and Communications, Lancaster University, Lancaster, United Kingdom.

Čelarević, A., and Mrakić, I. (2023). Progress and Perspectives: Lpwa and Lora Networks in the Era of the Iot Revolution. Nauka i Tehnologija, 11(2):104–113.

Ebi, C.; F. Schaltegger; A. Rust; and F. Blumensaat. (2019). Synchronous LoRa Mesh Network to Monitor Processes in Underground Infrastructure. IEEE Access, 7: 57663–57677.

Gresl, J.; S. Fazackerley; and R. Lawrence. (2021). Practical precision agriculture with LoRa based wireless sensor networks. Paper presented at SENSORNETS 2021 - Proceedings of the 10th International Conference on Sensor Networks, Sensornets, LDA, Portugal, 131–140.

Haubro, M.; C. Orfanidis; G. Oikonomou; and X. Fafoutis. (2020). TSCH‐over‐LoRA : long range and reliable IPv6 multi‐hop networks for the internet of things . Internet Technology Letters, 3(4): 1-6.

Haxhibeqiri, J.; E. De Poorter; I. Moerman; and J. Hoebeke. (2018). A survey of LoRaWAN for IoT: From technology to application. Sensors (Switzerland), 18(11): 2-38.

Kasali, A. A.; C. O. Akanbi; L. O. Omotosho; and I. K. Ogundoyin (2024). Integrating Fairness in Current Consumption of End Devices in Time-Slotted LoRa-based Wireless Sensor Network. Annals of the Faculty of Engineering Hunedoara, 22(2): 153–162.

Ketshabetswe, L. K.; A. M. Zungeru; M. Mangwala; J. M. Chuma; and B. Sigweni. (2019). Communication protocols for wireless sensor networks: A survey and comparison. Heliyon, 5(5): 1-43.

Khan, M. A.; M. Anjum; S. A. Hassan; and H. Jung. (2023). Applications of LPWANs. In Low-Power Wide-Area Networks: Opportunities, Challenges, Risks and Threats (171-209). Cham: Springer International Publishing.

Migabo, E.; K. Djouani; A. Kurien; and T. Olwal. (2017). A Comparative Survey Study on LPWA Networks: LoRa and NB–IoT. Proceedings of the Future Technologies Conference (FTC), November 2017, Vancouver, Canada, 29–30.

Lakshmi, G. P.; P. N. Asha; G. Sandhya; S. V. Sharma; S. Shilpashree; and S. G. Subramanya. (2023). An intelligent IOT sensor coupled precision irrigation model for agriculture. Measurement: Sensors, 25, 100608.

Nandy, T.; M. Y. I. B. Idris; R. M. Noor; M. L. M. Kiah; L. S. Lun; N. B. A. Juma’at; I. Ahmdy; N. AbdulGhani; and B. Bhattacharyya. (2019). Review on Security of Internet of Things Authentication Mechanism. IEEE Access, 7, 151054–151089.

Sharma, K.; A. Malik; I. Batra; A. S. M. Sanwar Hosen; M. A. Latif Sarker; and D. S. Han. (2023). Technologies Behind the Smart Grid and Internet of Things: A System Survey. Computers, Materials and Continua, 75(3), 5049–5072.

Zorbas, D. (2020). A Testbed for Time-Slotted LoRa Communications. Proceedings - 21st IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2020, Ireland, 182–184.

Zorbas, D., Abdelfadeel, K., Kotzanikolaou, P., and Pesch, D. (2020). TS-LoRa: Time-slotted LoRaWAN for the Industrial Internet of Things. Computer Communications, 153, 1–10.

Published

2024-12-29