Please use this identifier to cite or link to this item:
https://hdl.handle.net/10356/53401
Title: | Coherent integration in compressed sensing radar | Authors: | Xia, Yali | Keywords: | DRNTU::Engineering | Issue Date: | 2013 | Abstract: | The resolution of Radar is known to be limited by the radar uncertainty principle. Compressed Sensing which is a novel algorithm has exhibited great potential in radar detection because of its prime advantage of better resolution. However, the application of compressed sensing to Radar is very abstract and real-time issues need to be introduced. Returned signal of radar usually comes with heavy noise and compressed sensing fails under such condition. Coherent integration is widely employed to increase the SNR through Doppler processing in Pulse-Doppler Radar nowadays. This report describes how coherent integration contributes to the improvement of SNR of the signal and further analyse the performance of coherent integration of compressed sensing in radar when Basis Pursuit is used in the signal reconstruction. | URI: | http://hdl.handle.net/10356/53401 | Schools: | School of Electrical and Electronic Engineering | Rights: | Nanyang Technological University | Fulltext Permission: | restricted | Fulltext Availability: | With Fulltext |
Appears in Collections: | EEE Student Reports (FYP/IA/PA/PI) |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
EEE121.pdf Restricted Access | Main article | 1.52 MB | Adobe PDF | View/Open |
Page view(s)
415
Updated on Mar 26, 2024
Download(s)
15
Updated on Mar 26, 2024
Google ScholarTM
Check
Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.