What are research gap in the utilization of xband marine radar in terms of wave detection?
Best insight from top research papers
The research on utilizing X-band marine radar for wave detection reveals several gaps. Firstly, the detection of rainfall interference in radar images remains a challenge due to limited accuracy in statistical methods . Secondly, the need for improved methods to retrieve wave parameters from radar images, especially in non-homogeneous sea wave fields, suggests a gap in current techniques. Additionally, controlling the quality of radar images for accurate wave parameter retrieval requires more effective rainfall detection methods. Lastly, advancements in radar maritime target detection highlight the importance of sharing radar-measured data for tackling key technologies, indicating a gap in data availability and collaboration. These gaps emphasize the need for further research to enhance the effectiveness and reliability of X-band marine radar in wave detection applications.
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| Papers (5) | Insight |
|---|---|
25 Feb 2021 24 Citations | Not addressed in the paper. |
11 Citations | Research gap in X-band marine radar lies in rainfall interference affecting wave parameter accuracy. Proposed method detects rainfall by analyzing sea clutter correlation, enhancing wave detection quality. |
2 Citations | The research paper proposes a novel synchrosqueezed wavelet transform method to enhance wave parameter retrieval accuracy, addressing limitations in traditional methods for X-band marine radar wave detection. |
6 Citations | Research gaps in X-band marine radar wave detection include limited accuracy of statistical methods, challenges in machine learning model selection, and the need for improved rainfall detection performance in marine environments. |
| Research gaps in X-band marine radar wave detection include limited accuracy due to rainfall noise interference, threshold selection challenges in rainfall detection, and the need for rainfall intensity level retrieval methods. |
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