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A Method to Accelerate Federated Learning via Client Hopping
THE CHALLENGE
Organizations across healthcare, finance, manufacturing, and edge computing increasingly look to federated learning to extract value from sensitive, distributed data while maintaining privacy and regulatory compliance. Yet scaling this technology into a reliable commercial solution remains challenging, as current architectures struggle...
Published: 3/24/2026
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Updated: 3/24/2026
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Inventor(s): Fangtong Zhou, Yi Shi, Yiwei Thomas Hou
Keywords(s):
Category(s): Technology Classifications > Computer Science
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A Real-time Interference Mitigation Method for Automotive Radar
THE CHALLENGE
The growing adoption of FMCW radar in modern vehicles—used for crucial functions like collision avoidance and autonomous driving faces a serious business and technical challenge: mutual radar interference. As more vehicles hit the road with similar radar systems, their signals often overlap, creating "noise" that hides...
Published: 10/22/2025
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Updated: 8/14/2025
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Inventor(s): Yubo Wu, Yiwei Thomas Hou
Keywords(s):
Category(s): Technology Classifications > Transportation
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Multi-List Strategy for Spectrum Interference Management
THE CHALLENGE
Spectrum managers operating in shared-spectrum environments (e.g., the CBRS band) face a critical challenge: protecting high-priority incumbents such as Navy radar while maintaining reliable service for commercial users. Static move lists—the prevailing industry approach—repeatedly shut down the same base stations during...
Published: 11/17/2025
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Updated: 7/16/2025
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Inventor(s): Naru Jai, Yubo Wu, Yi Shi, Yiwei Thomas Hou
Keywords(s):
Category(s): Technology Classifications > Communication
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Novel Real Time Scheduler
THE CHALLENGE
Scheduling bandwidth for multiple cell phone users is presently accomplished almost on an arbitrary basis using a predefined algorithms developed to maximize throughput. Since the scheduling frames are updated every 1 ms, this approach has made it virtually impossible to allocate bandwidth in a real-time, on-demand basis, to achieve best...
Published: 6/30/2025
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Updated: 4/9/2025
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Inventor(s): Yan Huang, Yiwei Thomas Hou, Yongce Chen
Keywords(s):
Category(s): Technology Classifications > Communication
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