Beam forming of ultra-wideband pulses by a complex-valued spatio-temporal multilayer neural network.
We present a neuro-beam former of ultra-wideband (UWB) pulses employing complex-valued spatio-temporal multilayer neural network, where complex-valued back propagation through time (CV-BPTT) is used as a learning algorithm. The system performance is evaluated with a UWB mono-cycle pulse. Simulation results in suppressing multiple UWB interferes and in steering to multiple desired UWB pulses, demonstrates the applicability of the proposed system.
Suksmono
Andriyan Bayu
AB
Department of Electrical Engineering, Institut Teknologi Bandung, Jl. Ganesha No. 10 Bandung, Indonesia. suksmono@ltrgm.ee.itb.ac.id
Hirose
Akira
A
D000465:Algorithms; D000818:Animals; D001921:Brain / Q000502:physiology*; D003198:Computer Simulation; D006801:Humans; D016571:Neural Networks, Computer; D009474:Neurons / Q000502:physiology*; D013997:Time Factors