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Leveraging On‐board UAV Motion Estimation for Lightweight Macroscopic Crowd Identification
Crowd motion detected by our invention (top) versus competing algorithm (bottom)
Invention Summary:
Crowds can often be difficult to monitor in real time due to limitations of current algorithms and processing power. Drones provide a bird’s eye view of crowds but lack the on-board processing power to provide real-time feedback.
Rutgers...
Published: 12/12/2024
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Inventor(s): Dario Pompili, Muhammad Khizar Anjum
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking
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FaceGroup: Continual Face Authentication
Paradigm for FaceGroup system: enrollment, group authentication & individual authentication.
Invention Summary:
‘Authentication’ rather than just ‘trust’ is now a changing paradigm for many users and service providers and thus the concept of Zero Trust (ZT) emerged. This for sure, provides enhanced security level...
Published: 10/21/2024
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Inventor(s): Dario Pompili, Tingcong Jiang
Keywords(s):
Category(s): Technology Classifications > Software & Algorithms
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Decentralized, Privacy-preserving Navigation Recommendation System
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The recommendation system provides a proactive and personalized route for a user’s movement indoors or outdoors.
Invention Summary:
Contact tracing has been shown to be an effective disease control measure and a key strategy for preventing further spread of the COVID-19 pandemic. However, smartphone contact tracing tools have...
Published: 5/8/2024
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Inventor(s): Dario Pompili, Saman Aliari Zonouz, Vidyasagar Sadhu
Keywords(s): Wireless
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > COVID-19, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences
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Communication-efficient Federated Learning NG-RAN Design with Fronthaul Awareness
Fig. 1: Structure of federated learning-based NG-RAN algorithm.
Invention Summary:
Mobile network operators are faced with meeting demands beyond 5G networks, such as opening/virtualizing radio access network (RAN) layers, maintaining privacy, and achieving ultra-low latencies, high data rates, and low operational expenses for data transmission....
Published: 1/29/2024
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Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking
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Two-Way Knowledge Distillation for Federated Learning
The workflow of the Fed2KD framework. Red arrows indicate the knowledge distillation direction.
Invention Summary:
Current contact tracing reporting platforms for infectious diseases are limited by their reactive nature, centralized approach, use of GPS, and privacy risk due to exchange of user data. Existing federated learning (FL) frameworks...
Published: 4/21/2024
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Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > COVID-19, Technology Classifications > Software & Algorithms
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