Výsledky vyhledávání - "Complex approximate message passing algorithm"
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Complex approximate message passing equivalent source method for sparse acoustic source reconstruction
ISSN: 0888-3270, 1096-1216Vydáno: Elsevier Ltd 01.08.2024Vydáno v Mechanical systems and signal processing (01.08.2024)“… To accommodate the needs of processing complex-valued signals, complex approximate message passing algorithm (CAMP) is considered…”
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Multipass Circular SAR 3D Imaging via L-based Complex Approximate Message Passing algorithm
Vydáno: IEEE 01.05.2023Vydáno v 2023 IEEE Radar Conference (RadarConf23) (01.05.2023)“…Multipass circular synthetic aperture radar (MCSAR) three-dimensional (3D) imaging is a challenging problem. For anisotropic scattering observation targets,…”
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WASAR imaging with backprojection based group complex approximate message passing
ISSN: 0013-5194, 1350-911X, 1350-911XVydáno: The Institution of Engineering and Technology 10.11.2016Vydáno v Electronics letters (10.11.2016)“… Compared with conventional backprojection based complex approximate message passing algorithm for the recovery of isotropic scene, the proposed method accommodates aspect dependent scattering…”
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An Efficient General Algorithm for SAR Imaging: Complex Approximate Message Passing Combined With Backprojection
ISSN: 1545-598X, 1558-0571Vydáno: Piscataway IEEE 01.04.2016Vydáno v IEEE geoscience and remote sensing letters (01.04.2016)“…) and combine the complex approximate message passing algorithm (CAMP) with it. We call this algorithm BP-CAMP in this letter…”
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A study of BP-camp algorithm for SAR imaging
ISSN: 2153-6996Vydáno: IEEE 01.07.2015Vydáno v 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)“… To solve this problem, we construct a backprojection based imaging operator, and introduce it to the complex approximate message passing algorithm (CAMP…”
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Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP)
ISSN: 0018-9448, 1557-9654Vydáno: New York, NY IEEE 01.07.2013Vydáno v IEEE transactions on information theory (01.07.2013)“… In this paper, we extend the approximate message passing (AMP) algorithm to solve the complex-valued LASSO problem and obtain the complex approximate message passing algorithm (CAMP…”
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ℓp-Based complex approximate message passing with application to sparse stepped frequency radar
ISSN: 0165-1684, 1872-7557Vydáno: Elsevier B.V 01.05.2017Vydáno v Signal processing (01.05.2017)“… Our algorithm is inspired by the complex approximate message passing algorithm (CAMP) that solves complex-valued LASSO…”
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An improved fast adaptive complex approximation message passing algorithm
ISSN: 1051-2004, 1095-4333Vydáno: Elsevier Inc 15.06.2023Vydáno v Digital signal processing (15.06.2023)“…To solve the problem of reconstructing complex sparse signals from linear measurements of additive white Gaussian noise (AWGN) under the condition of unknown…”
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mmWave Channel Estimation via Approximate Message Passing with Side Information
ISSN: 1948-3252Vydáno: IEEE 01.05.2020Vydáno v SPAWC : signal processing advances in wireless communications (01.05.2020)“… To estimate channel parameters, we employ an SI-aided (complex) approximate message passing algorithm and compare its performance to a benchmark based on orthogonal…”
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Research on Radar Imaging Based on Complex Approximate Message Passing in the Terahertz Band
ISSN: 2155-5753Vydáno: German Institute of Navigation (DGON) 01.06.2019Vydáno v Proceedings International Radar Symposium (01.06.2019)“… A Complex Approximate Message Passing algorithm based on sparse recovery theory was proposed in this paper, which realized the reconstruction of echo signals at low sampling rate…”
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Iteratively reweighted complex approximate message passing for ISAR imaging with cluster sparse structure
Vydáno: IEEE 01.10.2017Vydáno v 2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) (01.10.2017)“…An iteratively reweighted complex approximate message passing algorithm is proposed for cluster sparse inverse synthetic aperture radar imaging…”
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mmWave Channel Estimation via Approximate Message Passing with Side Information
ISSN: 2331-8422Vydáno: Ithaca Cornell University Library, arXiv.org 05.05.2020Vydáno v arXiv.org (05.05.2020)“…\). To estimate channel parameters, we employ an SI-aided (complex) approximate message passing algorithm and compare its performance to a benchmark based on orthogonal…”
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Comparison of several sparse reconstruction algorithms in SAR imaging
ISBN: 1785610384, 9781785610387Vydáno: Stevenage The Institution of Engineering & Technology 14.10.2015Vydáno v IET Conference Proceedings (14.10.2015)“…) and the complex approximate message passing algorithm (CAMP), which are chosen from the aforementioned main categories respectively…”
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Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP)
ISSN: 2331-8422Vydáno: Ithaca Cornell University Library, arXiv.org 06.03.2013Vydáno v arXiv.org (06.03.2013)“… In this paper, we extend the approximate message passing (AMP) algorithm to the complex signals and measurements and obtain the complex approximate message passing algorithm (CAMP…”
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