5 papers
Abstractions for Network Intelligence: A Reference Architecture for AI at the Wireless Edge
Salil Reddy, Haohuang Wen, Ness Shroff +5
Networks are increasingly adopting AI as are AI applications leveraging networks. Awareness sharing between networks and AI applications promises to unlock higher levels of network…
LAWFUL: Law-Aligned Witness for Faithful Use of Latents
Kevin Chen, Kenneth W. Parker, Anish Arora
When a neural network predicts a physical system accurately, has it learned the governing law as formal, structured knowledge, and if so, does the network's internal computation ac…
MoCap2Radar: A Spatiotemporal Transformer for Synthesizing Micro-Doppler Radar Signatures from Motion Capture
Kevin Chen, Kenneth W. Parker, Anish Arora
We present a pure machine learning process for synthesizing radar spectrograms from Motion-Capture (MoCap) data. We formulate MoCap-to-spectrogram translation as a windowed sequenc…
Design and Implementation of ARA Wireless Living Lab for Rural Broadband and Applications
Taimoor Ul Islam, Joshua Ofori Boateng, Md Nadim +31
Addressing the broadband gap between rural and urban regions requires rural-focused wireless research and innovation. In the meantime, rural regions provide rich, diverse use cases…
AraSync: Precision Time Synchronization in Rural Wireless Living Lab
Md Nadim, Taimoor Ul Islam, Salil Reddy +8
Time synchronization is a critical component in network operation and management, and it is also required by Ultra-Reliable, Low-Latency Communications (URLLC) in next-generation w…