欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
为有效降低多输入多输出（MIMO）雷达稀疏天线阵列的峰值旁瓣电平，提出一种粒子群算法与遗传算法相结合的混合布阵方法。该方法充分发挥粒子群算法的收敛性以及遗传算法中种群的多样性，并提出一种新的判断种群是否存在“早熟”趋势的标志，实现交叉概率和变异概率的非线性自适应调节，避免传统遗传算法存在的“早熟”现象。通过各算法对MIMO雷达发射天线和接收天线的位置进行优化比较，获得更低的MIMO雷达天线方向图综合中的峰值旁瓣电平。仿真结果表明：与基本的遗传算法和粒子群算法以及其他改进的自适应遗传算法相比较，新算法具有更快的收敛速度和更可靠的稳定性。
英文摘要：
A hybrid approach was proposed to synthesize the MIMO radar antenna arrays with low peak side lobe levels （PSLLs）. Particle swarm optimization （PSO） and genetic algorithm （GA） were mixed into a hybrid approach, which can make full use of the advantages of each to find the optimal array arrangements. In order to resolve the problem that traditional GA was prone to be ＂premature＂, an improved adaptive operator was proposed, and the adaptive adjustments of crossover probability and mutation probability were realized. The results show that the optimal PSLLs can be achieved by hybrid approach. The hybrid approach with the adaptive operator produces more satisfactory results on the best value, and shows that the new method has fast convergence and higher robustness than the particle swarm optimization and genetic algorithm and other documents presented different adaptive operators.
同期刊论文项目
同项目期刊论文
Minimum Redundancy MIMO Array Synthesis with a Hybrid Method Based on Cyclic Difference Sets and ACO
A Multiple-Input and Multiple-Output Long-Term Evolution Precoding Based on Fast Diagonal-Weighted J
Polar quantum channel coding with optical multi-qubit entangling gates for capacity-achieving channe
A (t, n)-Threshold Scheme of Multi-party Quantum Group Signature with Irregular Quantum Fourier Tran
On Quantum Secret Sharing via Chinese Remainder Theorem with the Non-maximally Entanglement State An
The Dining Cryptographer Problem-Based Anonymous Quantum Communication via Non-maximally Entanglemen
期刊信息
位置：