Joint DOA estimation and multi-user detection for WCDMA using DELSA
R.D. Balakrishnan, Bambang Setia Nugroho, Hyuck Moo Kwon, Seung Min, Dong Kang · 2005
We propose an algorithm to perform jointly the azimuthal direction-of-arrival (DOA) estimation and multi-user detection (MUD) of signals that impinge an array of antennas. We treat DOA estimation and MUD as an inverse problem of finding specific sets of parameters, viz., {/spl phi//sub i/} and the corresponding {s/sub i/}. We reformulate this nonlinear estimation problem into a highly underdetermined linear system. We solve the resulting least squares problem by employing the well-known conjugate gradients (CG) iterations on the normal equations (NE). From the solution, we recover the DOA and detect the desired user information, thereby achieving joint DOA estimation and multi-user detection. Simulation results for a typical 3GPP WCDMA demonstrate the robustness of our algorithm in the regimes of low signal-to-noise ratios (SNRs), fast fading and closely spaced interferences.