Pareto Optimization of Thinned Planar Arrays With Elliptical Mainbeams and Low Sidelobe Levels

A multi-objective Pareto genetic algorithm design methodology is applied to thinned planar arrays to simultaneously minimize peak side-lobe levels and target an elliptical mainbeam with specific minimum and maximum half-power beamwidths. This new radiation pattern synthesis technique for thinned planar arrays provides antenna engineers with a set of tradeoffs between low side-lobe levels and close adherence to mainbeam design objectives (i.e., the specified half-power beamwidths corresponding to the major and minor axes of an elliptical mainbeam). One Pareto optimization example is presented for a thinned low side-lobe planar array with a desired minimum and maximum beamwidth of 8.4° and 12° respectively. Two designs from the Pareto front are discussed, one with a -20.92 dB side-lobe level and beamwidths between 11.5° and 7.5° and a second with a -18.97 dB side-lobe level with beamwidths between 12° and 7.93°.

[1]  Y. Rahmat-Samii,et al.  Particle swarm optimization in electromagnetics , 2004, IEEE Transactions on Antennas and Propagation.

[2]  J.S. Petko,et al.  An Autopolyploidy-Based Genetic Algorithm for Enhanced Evolution of Linear Polyfractal Arrays , 2007, IEEE Transactions on Antennas and Propagation.

[3]  D.H. Werner,et al.  The Pareto Optimization of Ultra-Wideband Polyfractal Arrays , 2006, 2006 IEEE Antennas and Propagation Society International Symposium.

[4]  Eric Michielssen,et al.  Integer coded Pareto genetic algorithm design of constrained antenna arrays , 1996 .

[5]  R. Haupt,et al.  Interleaved thinned linear arrays , 2005, IEEE Transactions on Antennas and Propagation.

[6]  Marco Laumanns,et al.  A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study , 1998, PPSN.

[7]  Douglas H. Werner,et al.  Cosine pattern synthesis for single and multiple main beam uniformly spaced linear arrays , 1989 .

[8]  Douglas H. Werner,et al.  Genetic Algorithms in Electromagnetics , 2007 .

[9]  Peter J. Fleming,et al.  An Overview of Evolutionary Algorithms in Multiobjective Optimization , 1995, Evolutionary Computation.

[10]  Y. Rahmat-Samii,et al.  Advances in Particle Swarm Optimization for Antenna Designs: Real-Number, Binary, Single-Objective and Multiobjective Implementations , 2007, IEEE Transactions on Antennas and Propagation.

[11]  Randy L. Haupt,et al.  Practical Genetic Algorithms , 1998 .

[12]  Lothar Thiele,et al.  Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach , 1999, IEEE Trans. Evol. Comput..

[13]  Kalyanmoy Deb,et al.  Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms , 1994, Evolutionary Computation.

[14]  Gary B. Lamont,et al.  Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art , 2000, Evolutionary Computation.

[15]  D.H. Werner,et al.  The Pareto Optimization of Ultrawideband Polyfractal Arrays , 2008, IEEE Transactions on Antennas and Propagation.

[16]  David E. Goldberg,et al.  A niched Pareto genetic algorithm for multiobjective optimization , 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.

[17]  J.S. Petko,et al.  The evolution of optimal linear polyfractal arrays using genetic algorithms , 2005, IEEE Transactions on Antennas and Propagation.

[18]  Lothar Thiele,et al.  An evolutionary algorithm for multiobjective optimization: the strength Pareto approach , 1998 .

[19]  David Corne,et al.  The Pareto archived evolution strategy: a new baseline algorithm for Pareto multiobjective optimisation , 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

[20]  T. Taylor Design of line-source antennas for narrow beamwidth and low side lobes , 1955 .

[21]  Yahya Rahmat-Samii,et al.  Directivity of planar array feeds for satellite reflector applications , 1983 .

[22]  D. E. Goldberg,et al.  Genetic Algorithms in Search, Optimization & Machine Learning , 1989 .

[23]  Randy L. Haupt,et al.  Thinned arrays using genetic algorithms , 1993, Proceedings of IEEE Antennas and Propagation Society International Symposium.

[24]  D.H. Werner,et al.  Particle swarm optimization versus genetic algorithms for phased array synthesis , 2004, IEEE Transactions on Antennas and Propagation.