Accession Number:

AD1092036

Title:

Enabaling LPI/LPD in Wireless Communications Through Deep Learning

Descriptive Note:

Technical Report,28 Sep 2018,27 Jun 2019

Corporate Author:

University of Texas at Austin Austin United States

Personal Author(s):

Report Date:

2019-06-01

Pagination or Media Count:

9.0

Abstract:

The goal of this activity is to develop machine learning techniques to enable resource and latency efficient communication systems. Traditionally, communication system design has focused on exploiting traditional tools such as adaptive signal processing and coding theoretic approaches to determine the best detection, estimation and encodingdecoding algorithms for communication systems. The benefit of doing so is that we obtain explicit algorithms that present provable performance guarantees, such as convergence, error rates and throughput.

Subject Categories:

  • Command, Control and Communications Systems

Distribution Statement:

APPROVED FOR PUBLIC RELEASE