Lora networking techniques for large-scale and long-term iot: A down-to-top survey
Low-Power Wide-Area Networks (LPWANs) are an emerging Internet-of-Things (IoT)
paradigm, which caters to large-scale and long-term sensory data collection demand …
paradigm, which caters to large-scale and long-term sensory data collection demand …
Physical layer security for authentication, confidentiality, and malicious node detection: a paradigm shift in securing IoT networks
The pervasiveness of commercial Internet of Things (IoT) around the globe is expected to
reach significant levels with the upcoming sixth generation of mobile networks (6G) …
reach significant levels with the upcoming sixth generation of mobile networks (6G) …
Towards scalable and channel-robust radio frequency fingerprint identification for LoRa
Radio frequency fingerprint identification (RFFI) is a promising device authentication
technique based on transmitter hardware impairments. The device-specific hardware …
technique based on transmitter hardware impairments. The device-specific hardware …
Radio frequency fingerprint identification for LoRa using deep learning
Radio frequency fingerprint identification (RFFI) is an emerging device authentication
technique that relies on the intrinsic hardware characteristics of wireless devices. This paper …
technique that relies on the intrinsic hardware characteristics of wireless devices. This paper …
Few-shot specific emitter identification via deep metric ensemble learning
Specific emitter identification (SEI) is a highly potential technology for physical-layer
authentication that is one of the most critical supplements for the upper-layer authentication …
authentication that is one of the most critical supplements for the upper-layer authentication …
Radio frequency fingerprint identification for narrowband systems, modelling and classification
Device authentication is essential for securing Internet of things. Radio frequency fingerprint
identification (RFFI) is an emerging technique that exploits intrinsic and unique hardware …
identification (RFFI) is an emerging technique that exploits intrinsic and unique hardware …
Recent advances in LoRa: A comprehensive survey
The vast demand for diverse applications raises new networking challenges, which have
encouraged the development of a new paradigm of Internet of Things (IoT), eg, LoRa. LoRa …
encouraged the development of a new paradigm of Internet of Things (IoT), eg, LoRa. LoRa …
LoRa device fingerprinting in the wild: Disclosing RF data-driven fingerprint sensitivity to deployment variability
A Elmaghbub, B Hamdaoui - IEEE Access, 2021 - ieeexplore.ieee.org
Deep learning-based fingerprinting techniques have recently emerged as potential enablers
of various wireless applications. However, their resiliency to time, location, and/or …
of various wireless applications. However, their resiliency to time, location, and/or …
Lorawan meets ml: A survey on enhancing performance with machine learning
The Internet of Things is rapidly growing with the demand for low-power, long-range
wireless communication technologies. Long Range Wide Area Network (LoRaWAN) is one …
wireless communication technologies. Long Range Wide Area Network (LoRaWAN) is one …
Toward length-versatile and noise-robust radio frequency fingerprint identification
Radio frequency fingerprint identification (RFFI) can classify wireless devices by analyzing
the signal distortions caused by intrinsic hardware impairments. Recently, state-of-the-art …
the signal distortions caused by intrinsic hardware impairments. Recently, state-of-the-art …