title: Beam forming of ultra-wideband pulses by a complex-valued spatio-temporal multilayer neural network.
abstract: 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.
authors.affiliation: Department of Electrical Engineering, Institut Teknologi Bandung, Jl. Ganesha No. 10 Bandung, Indonesia. suksmono@ltrgm.ee.itb.ac.id
authors.forename: Andriyan Bayu
authors.initials: AB
authors.lastname: Suksmono
authors.forename: Akira
authors.initials: A
authors.lastname: Hirose
mesh_terms: D000465:Algorithms; D000818:Animals; D001921:Brain / Q000502:physiology*; D003198:Computer Simulation; D006801:Humans; D016571:Neural Networks, Computer; D009474:Neurons / Q000502:physiology*; D013997:Time Factors