Maxwell McManus
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View article: On the Effects of Modeling on the Sim-to-Real Transfer Gap in Twinning the POWDER Platform
On the Effects of Modeling on the Sim-to-Real Transfer Gap in Twinning the POWDER Platform Open
Digital Twin (DT) technology is expected to play a pivotal role in NextG wireless systems. However, a key challenge remains in the evaluation of data-driven algorithms within DTs, particularly the transfer of learning from simulations to r…
View article: Cloud-Based Federation Framework and Prototype for Open, Scalable, and Shared Access to NextG and IoT Testbeds
Cloud-Based Federation Framework and Prototype for Open, Scalable, and Shared Access to NextG and IoT Testbeds Open
In this work, we present a new federation framework for UnionLabs, an innovative cloud-based resource-sharing infrastructure designed for next-generation (NextG) and Internet of Things (IoT) over-the-air (OTA) experiments. The framework ai…
View article: Digital Twin-Enabled Domain Adaptation for Zero-Touch UAV Networks: Survey and Challenges
Digital Twin-Enabled Domain Adaptation for Zero-Touch UAV Networks: Survey and Challenges Open
In existing wireless networks, the control programs have been designed manually and for certain predefined scenarios. This process is complicated and error-prone, and the resulting control programs are not resilient to disruptive changes. …