A Multichannel, Multipulse, Multiweight Block-Adaptive Quantization (3MBAQ) Algorithm Based on Space-Borne Multichannel SAR Doppler Domain A-BAQ Article Swipe
Tao Jiang
,
Chengwei Zhang
,
Fubo Zhang
,
Yangliang Wan
,
Longyong Chen
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/rs16030477
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/rs16030477
Amid the conflict between the current huge data volumes and the requirement for large-compression-ratio compression in space-borne multichannel SAR, this paper proposes a data compression method that uses the adaptive bit allocation BAQ method in the Doppler domain of space-borne multichannel SAR. Specifically, 3MBAQ, which denotes multichannel, multipulse, multiweight block-adaptive quantization, performs signal reconstruction through a Krieger filter to obtain the Doppler spectrum under azimuthal multichannel and multipulse conditions and then achieves nonuniform bit allocation by using the multiple weight contributions between subband spectra. Furthermore, large-compression-ratio compression can be realized in homogeneous scenarios by using the adaptive bit allocation BAQ method together with the improved bit error control (BEC) algorithm. In this paper, the effectiveness of the 3MBAQ method is verified on GF3 measured data. Moreover, compared to the SQNR and NMSE of the BAQ, A-BAQ, A-BAQ-BEC, MCBAQ-ASQ, and MCBAQ-BEC methods under the same conditions, it is shown that there is an optimal 1.3434 dB improvement in SQNR and a 0.0241 improvement in NMSE using the 3MBAQ algorithm, and the complexity of the algorithm for 3MBAQ is O(N2log(N)), which is within acceptable limits, clearly proving the superiority of the 3MBAQ method.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/rs16030477
- https://www.mdpi.com/2072-4292/16/3/477/pdf?version=1706260655
- OA Status
- gold
- Cited By
- 2
- References
- 35
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4391256158
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- OpenAlex ID
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https://openalex.org/W4391256158Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3390/rs16030477Digital Object Identifier
- Title
-
A Multichannel, Multipulse, Multiweight Block-Adaptive Quantization (3MBAQ) Algorithm Based on Space-Borne Multichannel SAR Doppler Domain A-BAQWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-01-26Full publication date if available
- Authors
-
Tao Jiang, Chengwei Zhang, Fubo Zhang, Yangliang Wan, Longyong ChenList of authors in order
- Landing page
-
https://doi.org/10.3390/rs16030477Publisher landing page
- PDF URL
-
https://www.mdpi.com/2072-4292/16/3/477/pdf?version=1706260655Direct link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://www.mdpi.com/2072-4292/16/3/477/pdf?version=1706260655Direct OA link when available
- Concepts
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Algorithm, Computer science, Doppler effect, Quantization (signal processing), Block (permutation group theory), Mathematics, Physics, Astronomy, GeometryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1, 2024: 1Per-year citation counts (last 5 years)
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35Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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