Restricted Research - Award List, Note/Discussion Page
Fiscal Year: 2023
664 Prairie View A&M University (142552)
Principal Investigator: Qian, Lijun
Total Amount of Contract, Award, or Gift (Annual before 2011): $ 800,000
Exceeds $250,000 (Is it flagged?): Yes
Start and End Dates: 6/1/23 - 5/31/24
Restricted Research: YES
Academic Discipline: Engineering
Department, Center, School, or Institute: Electrical Engineering
Title of Contract, Award, or Gift: Data Driven Radio Frequency Learning and Spectrum Sharing in Congested and Contested Wireless Environment
Name of Granting or Contracting Agency/Entity:
Department of Defense
CFDA Link: DOD
12.630
Program Title:
Fiscal Year (FY) 2023 DoD Research and Education Program for Historically Black Colleges and Universities and Minority-Serving Institutions (HBCU/MI)
CFDA Linked: Basic, Applied, and Advanced Research in Science and Engineering
Note:
1.1.1 In this project, a data-driven approach and an RF learning framework is proposed to achieve situational awareness in the RF domain for congested and contested wireless environment with 3 tasks: (1) a multi-task learning based approach is proposed to infer the number of wireless transmissions and the types of waveforms they use in a given spectrum from raw I/Q data, and potential throughput gain at the physical layer will be studied; (2) an optimized MAC protocol will be designed to take advantage of the inferred knowledge from task 1 so that a robust throughput can be achieved;
Discussion: No discussion notes