Radar Band Fusion Using Frame-Based Compressed Sensing

نویسندگان

چکیده

Existing compressed sensing algorithms fail when applied to radar target detection in the presence of a large gap frequency band, i.e., signals separate, discontinuous bands. A new algorithm based on subdivision-fusion scheme is proposed solve this problem. The main goal use structured matrix an advantage and obtain good range resolution spite high coherence. Parameters influencing performance are discussed. Simulative examples results real measurement data presented. show superior method band gaps.

منابع مشابه

Step Frequency Radar Using Compressed Sensing

The current and advent progress in semiconductor technologies will allow the development of integrated circuits operating in frequency ranges well above 100 GHz. This development will the utilization of the unallocated bandwidth available in this frequency range for a multitude of applications including high data rate wireless communications as well as radars for civilian applications. For exam...

متن کامل

Detecting Surface Waters Using Data Fusion of Optical and Radar Remote Sensing Sensor

Identification and monitoring of surface water using remote sensing have become very important in recent decades due to its importance in human needs and political decisions. Therefore, surface water has been studied using remote sensing systems and Sentinel-1 and Sentinel-2 sensors in this study. In this paper, two data fusion approaches and decision fusion improve the accuracy of surface wate...

متن کامل

Frames for compressed sensing using coherence

We give some new results on sparse signal recovery in the presence of noise, for weighted spaces. Traditionally, were used dictionaries that have the norm equal to 1, but, for random dictionaries this condition is rarely satised. Moreover, we give better estimations then the ones given recently by Cai, Wang and Xu.

متن کامل

Retransmitted Jamming Method to LFM Radar Based on Compressed Sensing

The compressed sensing (CS) theory is a novel way to break through the existent difficulty in ultra-wideband jamming method development. In this paper, the application of the CS theory in linear frequency modulated signal processing is introduced, a new retransmitted jamming system based on CS is designed with its composition and workflow. Then, two generation modes of jamming signal are illust...

متن کامل

High Resolution Compressed Sensing Radar using Difference Set Codes

In this paper, we consider compressive sensing (CS)based recovery of delays and Doppler frequencies of targets in high resolution radars. We propose a novel sub-Nyquist sampling method in the Fourier domain based on difference sets (DS), called DS-sampling, to create dictionaries with highly incoherent atoms. The coherence of the dictionary reaches the Welch minimum bound if the DS-sampling is ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Journal of Selected Topics in Signal Processing

سال: 2023

ISSN: ['1941-0484', '1932-4553']

DOI: https://doi.org/10.1109/jstsp.2022.3220403