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2021-239-LDPC MINSUM DECODER WITH NEURAL-NETWORK-OPTIMIZED DEGREE-SPECIFIC WEIGHTS

SUMMARY: UCLA researchers in the Department of Electrical and Computer Engineering have developed a neural network-based approach to decode Low Density Parity Codes (LDPCs) that is capable of accurately transmitting large bit number data faster and with a lower frame rate error that conventional approaches. BACKGROUND: The transmission of data at...

Published: 7/19/2023 | Inventor(s): Richard Wesel, Linfang Wang, Sean Chen, Dariush Divsalar, Jonathan Nguyen

Keywords(s): Algorithm, Artificial Neural Network, Data Recovery, Error Detection And Correction, Information Theory, Low-Density Parity-Check Code, Parity-Check Matrix, Software & Algorithms, Telecommunication

Category(s): Software & Algorithms > Communication & Networking, Software & Algorithms, Electrical > Signal Processing, Software & Algorithms > Artificial Intelligence & Machine Learning, Electrical > Wireless, Software & Algorithms > Programs

Self-Adaptive Control And Optimization Of Ultrafiltration

UC Case No. 2016-159SUMMARYUCLA researchers in the Department of Chemical and Biomolecular engineering have developed a novel UF-RO system.BACKGROUNDUltrafiltration (UF) is the process of membrane-based removal of particles. It is used in a number of different industries such as food production, water treatment, desalination etc. In particular, in water...

Published: 7/19/2023 | Inventor(s): Yoram Cohen, Panagiotis Christofides, Anditya Rahardianto, Han Gu, Larry Xingming Gao

Keywords(s): Energy & Water

Category(s): Energy & Environment > Water Monitoring & Treatment, Materials > Water Treatment

2011-138 Integrated Ultrafiltration and Reverse Osmosis Process and System

SUMMARYProfessor Cohen and colleagues have developed a compact and self-adaptive integrated water ultrafiltration and reverse osmosis (UF/RO) process and system. Designed to produce up to 18,000 gallons of drinking quality water per day with no intermediate tanks between UF and RO or for UF backwash, the system can be further expanded for even larger...

Published: 7/19/2023 | Inventor(s): Yoram Cohen, Panagiotis Christofides, Anditya Rahardianto, Alex Bartman, Aihua Zhu, Han Gu, Larry Xingming Gao

Keywords(s):

Category(s): Materials > Functional Materials