Edge Computing in LoRa Networks

Deploying Artificial Intelligence at the Edge in Long-Range LoRa Networks for Remote Environments

Publications

[1] Zhuo Zou, Yi Jin, Paavo Nevalainen, Yuxiang Huan, Jukka Heikkonen, Tomi Westerlund, "Edge and Fog Computing Enabled AI for IoT - An Overview", International Conference on Artificial Intelligence Circuits and Systems (AICAS) , IEEE (2019) . (View) (Download) (Researchgate)

[2] Tuan Nguyen Gia, Jorge Peña Queralta, Tomi Westerlund, "Exploiting LoRa, edge, and fog computing for traffic monitoring in smart cities", LPWAN Technologies for IoT and M2M Applications , Elsevier (2020) . (View) (Download) (Researchgate) (Google Scholar)

[3] Anum Nawaz, Tuan Nguyen Gia, Jorge Peña Queralta and Tomi Westerlund, "Edge AI and Blockchain for Privacy-Critical and Data-Sensitive Applications", Twelfth International Conference on Mobile Computing and Ubiquitous Network (ICMU) , IEEE (2019) . (View) (Download) (Researchgate)

[4] Tuan Nguyen Gia, Qingqing Li, Jorge Peña Queralta, Zhuo zou, Hannu Tenhunen, Tomi Westerlund, "Lossless Compression Techniques in Edge Computing for Mission-Critical Applications in the IoT", The 12th International Conference on Mobile Computing and Ubiquitous Networking , IEEE (2019) . (View) (Download)

[5] Aly Metwaly, Jorge Peña Queralta, Victor Kathan Sarker, Tuan Nguyen Gia, Omar Nasir, Tomi Westerlund, "Edge Computing with Embedded AI: Thermal Image Analysis for Occupancy Estimation in Intelligent Buildings", INTelligent Embedded Systems Architectures and Applications, INTESA@ESWEEK 2019 , ACM (2019) . (View) (Download) (Researchgate)

[6] Tuan Nguyen Gia, Li Qingqing, Jorge Peña Queralta, Zhuo Zou, Hannu Tenhunen and Tomi Westerlund, "Edge AI in Smart Farming IoT: CNNs at the Edge and Fog Computing with LoRa", IEEE AFRICON 2019 , IEEE (2019) . (View) (Download) (Researchgate)

[7] Jorge Peña Queralta, Tuan Nguyen Gia, Hannu Tenhunen and Tomi Westerlund, "Edge-AI in LoRa-based Health Monitoring: Fall Detection System with Fog Computing and LSTM Recurrent Neural Networks", 42nd International Conference on Telecommunications and Signal Processing (TSP) , IEEE (2019) . (View) (Download) (Researchgate)

[8] Jorge Peña Queralta, Tuan Nguyen Gia, Zhuo Zou, Hannu Tenhunen, Tomi Westerlund, "Comparative Study of LPWAN Technologies on Unlicensed Bands for M2M Communication in the IoT: beyond LoRa and LoRaWAN", Procedia Computer Science , Elsevier (2019) . The 14th International Conference on Future Networks and Communications (FNC). (View) (Download) (Researchgate)

[9] V. K. Sarker, J. Peña Queralta, T. N. Gia, H. Tenhunen and T. Westerlund, "A Survey on LoRa for IoT: Integrating Edge Computing", International Workshop on Smart Living with IoT, Cloud and Edge Computing , IEEE (2019) . (View) (Download) (Researchgate)