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Implementation of System Identification with Pipelined LMS Adaptive Algorithm using Xilinx System Generator for DSP

In this paper, a novel tool (System Generator for DSP) from Xilinx has been used to implement LMS algorithm for System Identification in Matlab Simulink. The Algorithm has been implemented using a pipelined architecture to increase throughput of the system without incrementing multipliers. The system fairly models the desired patterns to recognize it adequately. Additionally, a timeline diagram is also provided to visualize the pipelined architecture. Keywords— System Generator for DSP, LMS algorithm, System Identification, pipelined architecture