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Space-time allocation for transmit beams in collocated MIMO radar
- Source :
- Signal Processing. 164:151-162
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- In this paper, we propose a space-time allocation strategy for collocated multiple-input multiple-output (MIMO) radar to determine the beam directions to multiple targets, to be tracked. The transmit beams are allocated to different targets with distinct time units in one illumination. The basis of our strategy is to achieve the optimal probing through the feedback information in the tracking recursion cycle, with the objective of improving the overall tracking accuracy of multiple targets. We derive the posterior Cramer-Rao lower bound (PCRLB), used as the optimization criterion, to quantify the target state estimate accuracy. By introducing the illumination probability in each time unit, the space-time allocation problem is converted to a convex one. Therefore, a sufficient solution is provided, which aims at the real-time demand of radar system. Simulation results demonstrate the superiority of the proposed strategy to the uniform allocation, space-only allocation and time-only allocation methods.
- Subjects :
- Basis (linear algebra)
Computer science
Space time
MIMO
Recursion (computer science)
020206 networking & telecommunications
02 engineering and technology
Mimo radar
Tracking (particle physics)
Upper and lower bounds
law.invention
Control and Systems Engineering
law
Signal Processing
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer Vision and Pattern Recognition
Electrical and Electronic Engineering
Radar
Algorithm
Software
Subjects
Details
- ISSN :
- 01651684
- Volume :
- 164
- Database :
- OpenAIRE
- Journal :
- Signal Processing
- Accession number :
- edsair.doi...........ffa9084abf317698cb40b90f25d7d260