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Low-Density Parity-Check Code Design for the AWGN Channel with Additive Radar Interference

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posted on 2019-08-01, 00:00 authored by Federico Brunero
This thesis considers the problem of code design for a channel where communications and radar systems coexist, modeled as having both Additive White Gaussian Noise (AWGN) and Additive Radar Interference (ARI). The question of how to adapt or re-design convolutional codes (decoded by the Viterbi algorithm) and LDPC codes (decoded by the sum-product algorithm and optimized by using the EXIT chart method) to effectively handle the overall non-Gaussian ARI noise is investigated. Interestingly, it is found that codes optimized for AWGN-only noise and decoded using a decoding metric that accounts for both the Signal-to-Noise Ratio (SNR) of the useful signal and the Interference-to-Noise Ratio (INR) of the radar signal is only slightly outperformed by codes that are optimized for the AWGN+ARI channel.

History

Advisor

Devroye, Natasha

Chair

Devroye, Natasha

Department

Electrical and Computer Engineering

Degree Grantor

University of Illinois at Chicago

Degree Level

  • Masters

Degree name

MS, Master of Science

Committee Member

Tuninetti, Daniela Garello, Roberto

Submitted date

August 2019

Thesis type

application/pdf

Language

  • en

Issue date

2019-07-22

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