Fast neural networks digital beamformer based on slow genetic algorithm solutions

• Main Author: Wang, Yan.
• Other Authors: Lu, Yilong
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/3699
• Institution: Nanyang Technological University

In this thesis, digital beamforming (DBF) based on genetic algorithms and neural networks is studied. Digital beamforming is a flexible spatial filter processing that operates on the digitized outputs of an antenna array to enhance the ratio of signal level to environment noise and directional inter...