一种基于交换的稀疏阵列设计方法,用于个人声音区域
Jiazheng Cheng1, Hao Gao1, Xuelei Feng1
1Key Laboratory of Modern Acoustics, Institute of Acoustics, Nanjing University, Nanjing 210093, China.
The Journal of the Acoustical Society of America
|November 2, 2023
概括
稀疏阵列设计 (SAD) 通过优化扬声器几何来改善个人声音区域 (PSZ). 一种新的多目标优化方法和算法有效地管理权衡,以提高性能.
科学领域:
- 声学和信号处理
- 优化算法 优化算法
- 阵列信号处理 阵列信号处理
背景情况:
- 稀疏阵列设计 (SAD) 对于提高个人声区 (PSZ) 性能至关重要.
- 现有的方法可能无法充分解决SAD中PSZ的多目标优化问题.
- 优化扬声器几何形状是实现所需声场的关键.
研究的目的:
- 在PSZ中用SAD问题作为稀疏的多目标优化问题来制定SAD问题.
- 开发一个高效的算法来解决这个非凸和组合式的问题.
- 提出一个近似形式的计算效率与多个目标声音场.
主要方法:
- 在PSZ中制定SAD作为一个稀疏的多目标优化问题,考虑多个性能指标.
- 基于交换的群组搜索算法的设计和建议,以找到接近最佳的解决方案.
- 开发一个近似形式,以减少多个目标声音场的计算负载.
主要成果:
- 拟议的方法有效地控制了PSZ应用中的权衡.
- 与现有方法相比,实现了与现有方法相比可比或优越的性能.
- 大致形式在减少计算负担方面表现出有效性.
结论:
- 新型的多目标优化方法和基于交换的群组搜索算法非常适合PSZ中的SAD.
- 拟议的方法提供了对性能权衡的更好的控制.
- 大致形式为特定场景提供了有效的替代方案.
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