Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal Encoding

In this work we propose a method of in situ clutter deconvolution and modeling using experimentally obtained UWB radar data. The obtained clutter models are then used for random sequence encoding of radar-communication (radarcom) signals to achieve clutter-masked transmissions and improve communicat...

Full description

Bibliographic Details
Main Authors: Richard Washington, Brenton Bischof, Dmitriy Garmatyuk, Saba Mudaliar
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/2/631
id doaj-ef159112eeb6456e93648432b96d9c83
record_format Article
spelling doaj-ef159112eeb6456e93648432b96d9c832021-01-19T00:01:27ZengMDPI AGSensors1424-82202021-01-012163163110.3390/s21020631Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal EncodingRichard Washington0Brenton Bischof1Dmitriy Garmatyuk2Saba Mudaliar3Department of Electrical and Computer Engineering, Miami University, Oxford, OH 45056, USADepartment of Electrical and Computer Engineering, Miami University, Oxford, OH 45056, USADepartment of Electrical and Computer Engineering, Miami University, Oxford, OH 45056, USAU.S. Air Force Research Laboratory, Wright-Patterson AFB, OH 45433, USAIn this work we propose a method of in situ clutter deconvolution and modeling using experimentally obtained UWB radar data. The obtained clutter models are then used for random sequence encoding of radar-communication (radarcom) signals to achieve clutter-masked transmissions and improve communication security. We present the results of clutter modeling from the laboratory data obtained with the software-defined radar system. We then show that such clutter-masked radarcom signals generated using the local clutter model are highly likely to be interpreted as just clutter returns by an unauthorized interceptor. We also present the results of communication and radar performance of these radarcom signals and contrast them with those obtained using a linear frequency modulated waveform. It is shown that the proposed radarcom design method has high potential to achieve secure communications in adversarial conditions, while simultaneously addressing radar sensing needs.https://www.mdpi.com/1424-8220/21/2/631clutter modelingradar-communication fusionsoftware-defined radarUWB radar
collection DOAJ
language English
format Article
sources DOAJ
author Richard Washington
Brenton Bischof
Dmitriy Garmatyuk
Saba Mudaliar
spellingShingle Richard Washington
Brenton Bischof
Dmitriy Garmatyuk
Saba Mudaliar
Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal Encoding
Sensors
clutter modeling
radar-communication fusion
software-defined radar
UWB radar
author_facet Richard Washington
Brenton Bischof
Dmitriy Garmatyuk
Saba Mudaliar
author_sort Richard Washington
title Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal Encoding
title_short Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal Encoding
title_full Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal Encoding
title_fullStr Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal Encoding
title_full_unstemmed Clutter-Masked Waveform Design for LPI/LPD Radarcom Signal Encoding
title_sort clutter-masked waveform design for lpi/lpd radarcom signal encoding
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2021-01-01
description In this work we propose a method of in situ clutter deconvolution and modeling using experimentally obtained UWB radar data. The obtained clutter models are then used for random sequence encoding of radar-communication (radarcom) signals to achieve clutter-masked transmissions and improve communication security. We present the results of clutter modeling from the laboratory data obtained with the software-defined radar system. We then show that such clutter-masked radarcom signals generated using the local clutter model are highly likely to be interpreted as just clutter returns by an unauthorized interceptor. We also present the results of communication and radar performance of these radarcom signals and contrast them with those obtained using a linear frequency modulated waveform. It is shown that the proposed radarcom design method has high potential to achieve secure communications in adversarial conditions, while simultaneously addressing radar sensing needs.
topic clutter modeling
radar-communication fusion
software-defined radar
UWB radar
url https://www.mdpi.com/1424-8220/21/2/631
work_keys_str_mv AT richardwashington cluttermaskedwaveformdesignforlpilpdradarcomsignalencoding
AT brentonbischof cluttermaskedwaveformdesignforlpilpdradarcomsignalencoding
AT dmitriygarmatyuk cluttermaskedwaveformdesignforlpilpdradarcomsignalencoding
AT sabamudaliar cluttermaskedwaveformdesignforlpilpdradarcomsignalencoding
_version_ 1724332806811680768