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An Improved Adaptive Median Filtering Algorithm for Radar Image Co-Channel Interference Suppression
Nuozhou Li1, Tong Liu1, Hangqi Li1
1College of Navigation, Dalian Maritime University, Dalian 116026, China.
This study introduces an improved adaptive median filtering algorithm to reduce marine radar co-channel interference, enhancing ocean monitoring accuracy. The new method effectively suppresses interference, outperforming standard adaptive median filtering.
Area of Science:
- Oceanography
- Signal Processing
- Radar Technology
Background:
- Co-channel interference in marine radar systems degrades the accuracy of radar image parameter extraction.
- Existing filtering methods struggle to effectively suppress this specific type of interference, impacting ocean monitoring capabilities.
Purpose of the Study:
- To propose an improved adaptive median filtering algorithm for suppressing marine radar co-channel interference.
- To enhance the accuracy of ocean monitoring by improving radar image parameter extraction.
Main Methods:
- A tangential interference ratio model was constructed using an improved Laplace operator to quantify co-channel interference.
- A threshold based on between-class variance was used to classify interference into high and low-ratio regions.
- An improved adaptive median filter processed high-ratio regions using sub-window medians, while low-ratio regions used current window medians.
Main Results:
- The proposed filtering algorithm demonstrated superior performance in suppressing co-channel interference compared to the standard adaptive median filtering algorithm.
- Validation using radar-measured data from Bohai Bay confirmed the algorithm's effectiveness.
Conclusions:
- The improved adaptive median filtering algorithm effectively suppresses marine radar co-channel interference.
- This advancement leads to more accurate ocean monitoring and radar image parameter extraction.
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