Search Results - wireless+%26+networking

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Quantum Positive Unlabeled Learning Algorithms with Applications to Energy
Background Positive unlabeled (PU) learning is a semi-supervised machine learning approach to a binary classification problem in which most of the data is unlabeled. PU learning algorithms reduce the computational cost of training machine learning classifiers, because the labeling of data is time-intensive for supervised machine learning algorithms....
Published: 5/21/2025   |   Inventor(s): Andreas Spanias, Salil Naik, Leslie Miller, Kristen Jaskie, Glen Uehara
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Energy & Power, Wireless & Networking
Intelligent Parking Guidance System
Background Private transportation is currently the most common form of transportation in the United States. Cars are an essential commodity, with each household in America typically having at least one car. However, finding an open parking space can be a daunting task, especially with the surge in the number of city vehicles. Navigating through a...
Published: 5/21/2025   |   Inventor(s): Junfeng Zhao
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Intelligence & Security, Physical Science, Wireless & Networking
Detection of Stealthy Bitstreams in Cloud FPGAs using Graph Convolutional Networks
Background A field-programmable gate array (FPGA) is a reprogrammable integrated circuit (IC) that can be configured for many different uses. FPGAs are essentially chips that can configured to perform specific tasks after they are manufactured. A multi-tenant FPGA is one that is designed to be shared by multiple, potentially independent, users or “tenants”....
Published: 5/21/2025   |   Inventor(s): Jayeeta Chaudhuri, Krishnendu Chakrabarty
Keywords(s):  
Category(s): Physical Science, Intelligence & Security, Artificial Intelligence/Machine Learning, Wireless & Networking
Cyber Risk Loss Modeling for Drone Delivery Systems
Background Commercial drone delivery systems are increasingly used, particularly in the US and in China, with over 2000 deliveries occurring in 2022. Drone delivery systems have many advantages over conventional delivery systems, including lower costs, faster deliveries, and increased energy efficiency. However, drone delivery systems can lead to increased...
Published: 5/20/2025   |   Inventor(s): Stefano Chiaradonna, Petar Jevtic, Nicolas Lanchier
Keywords(s):  
Category(s): Wireless & Networking, Artificial Intelligence/Machine Learning, Applied Technologies, Cybersecurity
Enhancing Sequence Generation with Rollout Algorithms
Background Generative pre-trained transformers (GPT) have grown in recent years in a number of natural language processing applications, largely due to the powerful openly available software and easy-to-use natural language interfaces. Transformers can provide a flexible and powerful model that generalizes the earlier forms of neural networks by using...
Published: 5/20/2025   |   Inventor(s): Dimitri Bertsekas, Yuchao Li
Keywords(s):  
Category(s): Physical Science, Wireless & Networking, Artificial Intelligence/Machine Learning
Quantum Polar Metric Learning: Efficient Classically Learned Quantum Embeddings
Background Recent studies have showed the ability of Quantum Computers to produce atypical patterns which are hard to produce classically, which gives them a distinct advantage in the domain of machine learning. However, most devices today are considered Noisy Intermediate Scale Quantum (NISQ) devices, which are limited in the circuit breadth and suffer...
Published: 4/22/2025   |   Inventor(s): Vinayak Sharma, Aviral Shrivastava
Keywords(s): Artificial Intelligence, Quantum Computing
Category(s): Artificial Intelligence/Machine Learning, Physical Science, Wireless & Networking
Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning
Background Air traffic control is a crucial part of aviation safety, ensuring that aircraft are safely guided through the airspace and landed or taken off from airports. Effective workload management of air traffic controllers (ATCos) is an important component of maintaining safety within the aviation domain. One component of effective workload management...
Published: 4/22/2025   |   Inventor(s): Yongming Liu, Yutian Pang, Jueming Hu, Christopher Lieber, Nancy Cooke
Keywords(s):  
Category(s): Applied Technologies, Artificial Intelligence/Machine Learning, Wireless & Networking, Physical Science
Low Rank Compression of Trajectory Sensitivities for Dynamic Security Assessment
Background Trajectory sensitivity (TS) is a powerful approach to aid in dynamic security assessment (DSA). However, its practical usage has been limited so far due to concerns associated with its scalability. With a focus on increasing penetration of inverter-based resources and a long queue of pending generation interconnection requests, large-scale...
Published: 3/25/2025   |   Inventor(s): Amarsagar Reddy Ramapuram Matavalam, Arnav Bagga
Keywords(s):  
Category(s): Physical Science, Artificial Intelligence/Machine Learning, Wireless & Networking
Door Alarm System that Monitors an Open Door for Intrusions
Background There has been a recent rise in the number of people impersonating delivery workers, and is partially due to home alarms only being sold to secure closed doors. By analyzing the interaction between homeowners and burglars, it was apparent burglars can exploit this flaw by assuming a fake identity to persuade homeowners to disable their alarm...
Published: 3/4/2025   |   Inventor(s): Michael Valentine, Chao Wang, Steven Desch, Mohammad Almutairi, Antonio Veguilla Hernandez, Logan Mahoney
Keywords(s):  
Category(s): Physical Science, Wireless & Networking, Applied Technologies
Truly Tunable Phased Array Transceivers Filters
Background Radio frequency (RF) systems are used in a wide variety of applications including telecommunications, remote sensing, and navigation. Typical RF systems are configured with various architectures on the front-ends and other receivers. Reconfigurable RF systems have been recently studied for their potential to support a variety of applications...
Published: 2/13/2025   |   Inventor(s): Saeed Zeinolabedinzadeh
Keywords(s):  
Category(s): Physical Science, Wireless & Networking, Semiconductors, Materials & Processes, Applied Technologies
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