Abstract:
Transient interference can dramatically degrade the performance of over-the-horizon radar (OTHR). A novel transient interference suppression method based on structured lo...Show MoreMetadata
Abstract:
Transient interference can dramatically degrade the performance of over-the-horizon radar (OTHR). A novel transient interference suppression method based on structured low-rank matrix decomposition is proposed in this paper. Unlike most of the traditional interference suppression methods which need three steps: detect interferences, excise corrupted data and reconstruct excised data, the proposed method formulates the interference suppression as a Hankel matrix decomposition problem and suppress the interference via a single process of optimization. In addition, the proposed algorithm can suppress not only the interferences including the weak and strong ones, but also the noise. Simulation and experimental results have demonstrated the effectiveness of the proposed method.
Published in: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Date of Conference: 19-24 April 2015
Date Added to IEEE Xplore: 06 August 2015
Electronic ISBN:978-1-4673-6997-8
ISSN Information:
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- IEEE Keywords
- Index Terms
- Matrix Factorization ,
- Transient Inhibition ,
- Low-rank Decomposition ,
- Transient Interference ,
- Simulation Results ,
- Excised ,
- Corrupted Data ,
- Weak Ones ,
- Strong Ones ,
- Over The Horizon ,
- Sparsity ,
- Background Levels ,
- Singular Value ,
- Singular Value Decomposition ,
- Signal Model ,
- Ionospheric ,
- Time-domain Signal ,
- Strong Interference ,
- Doppler Frequency ,
- Real-valued Matrix ,
- Coherent Processing Interval ,
- Sea Clutter ,
- Adaptive Beamforming ,
- Large Signal-to-noise Ratio ,
- Low-rank Constraint
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Matrix Factorization ,
- Transient Inhibition ,
- Low-rank Decomposition ,
- Transient Interference ,
- Simulation Results ,
- Excised ,
- Corrupted Data ,
- Weak Ones ,
- Strong Ones ,
- Over The Horizon ,
- Sparsity ,
- Background Levels ,
- Singular Value ,
- Singular Value Decomposition ,
- Signal Model ,
- Ionospheric ,
- Time-domain Signal ,
- Strong Interference ,
- Doppler Frequency ,
- Real-valued Matrix ,
- Coherent Processing Interval ,
- Sea Clutter ,
- Adaptive Beamforming ,
- Large Signal-to-noise Ratio ,
- Low-rank Constraint
- Author Keywords