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Efficient Phase Shift Migration for MIMO 2-D Imaging in Millimeter-Wave Band
- Source :
- IEEE Microwave and Wireless Components Letters. 31:215-218
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- The real-time capability becomes more and more important for the millimeter-wave imaging systems in variety of applications. To achieve this purpose, the imaging scheme with multiple-input–multiple-output (MIMO) is one of the potential ways, while still limited by the high computational complexity of the conventional MIMO image reconstruction algorithm, which is commonly based on the back-projection theorem. In this letter, an efficient phase shift migration (PSM) image reconstruction algorithm was proposed to improve the computation efficiency for MIMO systems 2-D imaging. By decomposing and approximating the PSM operator reasonably, only complex multiplication and Fourier transform (FT) operations are employed which can be easily carried out to reduce computation cost. An MIMO side-looking prototype system was designed for proof experiments in the 100-GHz band. Although the proposed algorithm introduces a negligible phase error, the experimental results show that the error can be ignored and the algorithm can achieve high-precision real-time imaging.
- Subjects :
- Computational complexity theory
Computer science
Computation
MIMO
Approximation algorithm
020206 networking & telecommunications
02 engineering and technology
Iterative reconstruction
Condensed Matter Physics
symbols.namesake
Fourier transform
Microwave imaging
Radar imaging
0202 electrical engineering, electronic engineering, information engineering
symbols
Electrical and Electronic Engineering
Algorithm
Subjects
Details
- ISSN :
- 15581764 and 15311309
- Volume :
- 31
- Database :
- OpenAIRE
- Journal :
- IEEE Microwave and Wireless Components Letters
- Accession number :
- edsair.doi...........c47d04f33f3e93ee24a5939db162b907
- Full Text :
- https://doi.org/10.1109/lmwc.2020.3045739