一种新的粒子群边界条件下线性天线阵的零位置

P. Chakravorty, D. Mandal
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引用次数: 2

摘要

在过去十年的研究中已经相当令人信服地表明,粒子群优化器中的边界条件是一个重要的算法部分,它将粒子限制在解空间内,从而增加了它们在寻解过程中的参与范围。通常,粒子的速度被调节以使它们回到溶液空间;这里采用了一种不同的调节粒子位置的基本方法,即通过保持边界的对称性,将离开溶液位置的粒子重新安置在溶液内部。以六元线性天线阵列为优化目标,在某些特定角度放置零点,并在辐射方向图中全面减少侧瓣。结果表明,该边界条件在收敛速度和优化解方面优于已有的边界条件。
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Null placement in linear antenna arrays with a novel boundary condition of PSO
In the research of past one decade it has been quite convincingly shown that the boundary conditions in particle swarm optimizers are an important algorithmic part which restricts the particles within the solution space thereby increasing their scope of participation in solution finding process. Usually, velocities of the particles are regulated to bring them back to solution space; here a different fundamental approach of regulating the position of particles is taken, particles which go out of solution place are relocated inside by maintaining symmetry about the boundary. A six element linear antenna array is taken as the optimization target for the placement of nulls in some specified angles and an overall reduction of side lobes in the radiation pattern. Results show better performance of this boundary condition over other established ones in terms of quicker convergence and obtaining better optimization solution.
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