A microparticle swarm optimizer for the reconstruction of microwave images
- Publication Type:
- Journal Article
- IEEE Transactions on Antennas and Propagation, 2007, 55 (3 I), pp. 568 - 576
- Issue Date:
A novel optimization technique known as the microparticle swarm optimizer (μPSO) is proposed for high-dimensional microwave image reconstruction. With the proposed μPSO, good optimization performance can be obtained especially for solving high-dimensional optimization problems. In addition, the proposed μPSO requires only a small population size to outperform the standard PSO that uses a larger population size. Our simulation results on the reconstruction of the dielectric properties of normal and malignant breast tissues have shown that the μPSO can perform quite well for this high-dimensional microwave image reconstruction problem. © 2007 IEEE.
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