| 摘要 |
Multiple digital radio signals transmitted simultaneously at the same frequency are separated and the source signals recovered using blind source separation techniques. RF signals are received at a communications station (20) and downconverted to baseband signals. Blind Source Separation (BSS) based processes are applied to the baseband signals prior to demodulation to recover the source signals. To recover the source signals, a probability density function (PDF) model of the baseband source signal is generated (step 12) and an adaptation equation produced in accordance with the particular PDF model and BSS process (step 14). Using the known PDFs provides quicker adaptation to dynamic conditions. A separation matrix is learned by applying the adaptation equation to the baseband signals (step 16) and applied to the baseband signals to recover the source signals (step 18). Fading associated with mobile communications is overcome by using a sliding window of samples and updating a separation matrix sample by sample.
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