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Design of Constant Modulus Sequence Set with Good Doppler Tolerance via Minimizing WISL
- Source :
- 2021 IEEE Radar Conference (RadarConf21).
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- This paper deals with the design of the constant modulus sequence set for MIMO radar in an effort to achieve the desired correlation properties and favorable Doppler tolerance. In particular, the phase perturbation terms are forced in LFM waveforms with different frequency modulation disturbance to provide the optimization degree of freedom to achieve low correlation sidelobe level. To this end, the Weighted Integrated Sidelobe Level (WISL) of auto-and cross-correlation functions is formulated as a figure of merit to minimize. Besides, to obtain good Doppler tolerance, the similarity constraint between the devised waveforms and these LFM waveforms is involved. To cope with the resultant NP-hard problem, the Coordinate Descent (CD) framework is introduced along with a quartic problem with a closed-form solution in each iteration. Numerical results are provided to assess the designed waveform set in terms of Doppler tolerance and compatibility of detecting weak targets and high speed targets.
- Subjects :
- 020301 aerospace & aeronautics
Sequence
Computer science
020206 networking & telecommunications
02 engineering and technology
0203 mechanical engineering
Control theory
Phase perturbation
Quartic function
0202 electrical engineering, electronic engineering, information engineering
Figure of merit
Waveform
Constant (mathematics)
Coordinate descent
Frequency modulation
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2021 IEEE Radar Conference (RadarConf21)
- Accession number :
- edsair.doi...........b2bdf81f4c5d2697fc8e6eb9c1bca688
- Full Text :
- https://doi.org/10.1109/radarconf2147009.2021.9455330