Parallel implementation of MUSIC algorithm on single-core, multi-core and NVIDIA's GPU
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Computation of Direction of Arrival (DOA) via MUSIC algorithm has both military and civilian applications and requires its computation in real time. This work parallelizes MUSIC algorithm for implementation on Multi-Core and GPU. This is in an effort to its use for real time applications. The MUSIC algorithm has been parallelized, partitioned, mapped and scheduled on single core, Multi-Core and GPU. The parallel algorithm is developed in C# for Multi-Core. It uses combination of C and CUDA for its implementation on GPU. The algorithm has also been implemented assuming single core for comparison purposes. MUSIC algorithm is implemented assuming 16 and 4 sensors using Uniform Linear Array (ULA).