Zobrazeno 1 - 10
of 438
pro vyhledávání: '"McCann, Julie A."'
Federated learning (FL) has great potential for large-scale machine learning (ML) without exposing raw data.Differential privacy (DP) is the de facto standard of privacy protection with provable guarantees.Advances in ML suggest that DP would be a pe
Externí odkaz:
http://arxiv.org/abs/2404.18814
Autor:
Huang, Shuokang, Li, Kaihan, You, Di, Chen, Yichong, Lin, Arvin, Liu, Siying, Li, Xiaohui, McCann, Julie A.
WiFi-based human sensing has exhibited remarkable potential to analyze user behaviors in a non-intrusive and device-free manner, benefiting applications as diverse as smart homes and healthcare. However, most previous works focus on single-user sensi
Externí odkaz:
http://arxiv.org/abs/2402.09430
Intelligent applications based on machine learning are impacting many parts of our lives. They are required to operate under rigorous practical constraints in terms of service latency, network bandwidth overheads, and also privacy. Yet current implem
Externí odkaz:
http://arxiv.org/abs/2203.13061
Measuring rotation speed is essential to many engineering applications; it elicits faults undetectable by vibration monitoring alone and enhances the vibration signal analysis of rotating machines. Optical, magnetic or mechanical Tachometers are curr
Externí odkaz:
http://arxiv.org/abs/2202.09841
LoRaWAN deployments follow an ad-hoc deployment model that has organically led to overlapping communication networks, sharing the wireless spectrum, and completely unaware of each other. LoRaWAN uses ALOHA-style communication where it is almost impos
Externí odkaz:
http://arxiv.org/abs/2111.10115
Autor:
Benkhelifa, Fatma, McCann, Julie A.
In this paper, we explore perpetual, scalable, Low-powered Wide-area networks (LPWA). Specifically we focus on the uplink transmissions of non-orthogonal multiple access (NOMA)-based LPWA networks consisting of multiple self-powered nodes and a NOMA-
Externí odkaz:
http://arxiv.org/abs/2012.14834
This paper presents the LoRaWAN at the Edge Dataset (LoED), an open LoRaWAN packet dataset collected at gateways. Real-world LoRaWAN datasets are important for repeatable sensor-network and communications research and evaluation as, if carefully coll
Externí odkaz:
http://arxiv.org/abs/2010.14211
Meticulous modelling and performance analysis of Low-Power Wide-Area (LPWA) networks are essential for large scale dense Internet-of-Things (IoT) deployments. As Long Range (LoRa) is currently one of the most prominent LPWA technologies, we propose i
Externí odkaz:
http://arxiv.org/abs/2008.11931
Wide Area Cyber-Physical Systems (WA-CPSs) are a class of control systems that integrate low-powered sensors, heterogeneous actuators and computer controllers into large infrastructure that span multi-kilometre distances. Current wireless communicati
Externí odkaz:
http://arxiv.org/abs/2008.07492
LoRaWAN is one of the leading Low Power Wide Area Network (LPWAN) architectures. It was originally designed for systems consisting of static sensor or Internet of Things (IoT) devices and static gateways. It was recently updated to introduce new feat
Externí odkaz:
http://arxiv.org/abs/2004.06614