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Applied Category Filter (Click To Remove): Machine Learning / Artificial Intelligence


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Fast and Efficient Cross Band Wireless Channel Prediction Using Machine Learning
TS-047296 — A neural network that utilizes a simple and efficient single antenna optimization framework
Systems that use different frequency bands for uplink and downlink communication often need feedback between the clients to exchange band-specific channel information. The current state-of-the-art approach predicts the downlink channel based on the uplink channel by identifying certain variables u…
  • College: College of Engineering (COE)
  • Inventors: Srinivasan, Kannan; Bakshi, Arjun; Parthasarathy, Srinivasan
  • Licensing Officer: Hong, Dongsung

Closed Loop Particle Forecasting Platform for Decision Support and System Prognostics.
TS-042531 — A computational platform for forecasting the state of evolving systems and processes.
Particle methods are a class of computational algorithms used to estimate potential outcomes of a system or process. Although popular for their simplicity and scalability, the use of fixed sized "particle ensembles" renders the simulations unable to provide performance guarantees in quan…
  • College: College of Engineering (COE)
  • Inventors: Kumar, Mrinal "Mrinal"; Yang, Chao "Chao"
  • Licensing Officer: Zinn, Ryan

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