Cargando…

Adaptive Waveform Design for MIMO Radar-Communication Transceiver

The system architecture for an adaptive multiple input multiple output (MIMO) radar-communication transceiver is proposed. A waveform design approach for communication data embedding into MIMO radar pulse using M-ary position phase shift keying (MPPSK) waveforms is introduced. A waveform optimizatio...

Descripción completa

Detalles Bibliográficos
Autores principales: Yao, Yu, Zhao, Junhui, Wu, Lenan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6021987/
https://www.ncbi.nlm.nih.gov/pubmed/29914180
http://dx.doi.org/10.3390/s18061957
_version_ 1783335581300817920
author Yao, Yu
Zhao, Junhui
Wu, Lenan
author_facet Yao, Yu
Zhao, Junhui
Wu, Lenan
author_sort Yao, Yu
collection PubMed
description The system architecture for an adaptive multiple input multiple output (MIMO) radar-communication transceiver is proposed. A waveform design approach for communication data embedding into MIMO radar pulse using M-ary position phase shift keying (MPPSK) waveforms is introduced. A waveform optimization algorithm for the adaptive system is presented. The algorithm aims to improve the target detection performance by maximizing the relative entropy (RE) between the distributions under existence and absence of the target, and minimizing the mutual information (MI) between the current received signals and the estimated signals in the next time instant. The proposed system adapts its MPPSK modulated inter-pulse duration to suit the time-varying environment. With subsequent iterations of the algorithm, simulation results show an improvement in target impulse response (TIR) estimation and target detection probability. Meanwhile, the system is able to transmit data of several Mbps with low symbol error rates.
format Online
Article
Text
id pubmed-6021987
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-60219872018-07-02 Adaptive Waveform Design for MIMO Radar-Communication Transceiver Yao, Yu Zhao, Junhui Wu, Lenan Sensors (Basel) Article The system architecture for an adaptive multiple input multiple output (MIMO) radar-communication transceiver is proposed. A waveform design approach for communication data embedding into MIMO radar pulse using M-ary position phase shift keying (MPPSK) waveforms is introduced. A waveform optimization algorithm for the adaptive system is presented. The algorithm aims to improve the target detection performance by maximizing the relative entropy (RE) between the distributions under existence and absence of the target, and minimizing the mutual information (MI) between the current received signals and the estimated signals in the next time instant. The proposed system adapts its MPPSK modulated inter-pulse duration to suit the time-varying environment. With subsequent iterations of the algorithm, simulation results show an improvement in target impulse response (TIR) estimation and target detection probability. Meanwhile, the system is able to transmit data of several Mbps with low symbol error rates. MDPI 2018-06-16 /pmc/articles/PMC6021987/ /pubmed/29914180 http://dx.doi.org/10.3390/s18061957 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yao, Yu
Zhao, Junhui
Wu, Lenan
Adaptive Waveform Design for MIMO Radar-Communication Transceiver
title Adaptive Waveform Design for MIMO Radar-Communication Transceiver
title_full Adaptive Waveform Design for MIMO Radar-Communication Transceiver
title_fullStr Adaptive Waveform Design for MIMO Radar-Communication Transceiver
title_full_unstemmed Adaptive Waveform Design for MIMO Radar-Communication Transceiver
title_short Adaptive Waveform Design for MIMO Radar-Communication Transceiver
title_sort adaptive waveform design for mimo radar-communication transceiver
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6021987/
https://www.ncbi.nlm.nih.gov/pubmed/29914180
http://dx.doi.org/10.3390/s18061957
work_keys_str_mv AT yaoyu adaptivewaveformdesignformimoradarcommunicationtransceiver
AT zhaojunhui adaptivewaveformdesignformimoradarcommunicationtransceiver
AT wulenan adaptivewaveformdesignformimoradarcommunicationtransceiver