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• W2002608866 abstract "Abstract This paper presents FPGA implementations of an adaptive linear neural network (ADALINE) based adaptive filter for power-line noise cancellation in surface Electromyography (sEMG) signals. 10-Tap ADALINE filters in the 16-bit Q0.15 fixed-point format are offered into two categories: small area implementations and high-throughput implementations. The small area ones are optimized by using the resource-sharing technique that considers the interconnect complexity. For the high-throughput ones, we propose the delayed ADALINE (DADALINE) pipelined adaptive filter which is based on the relaxed look-ahead technique. The implementation results on the Xilinx XC3S1200E-4FG320 FPGA show that the smallest implementation achieved the throughput of 1.61 million samples per second (MSPS) and the area of three multipliers, 611 LUTs, and 511 flip-flops, and the fastest implementation achieved 56.15 MSPS and the area of 23 multipliers, 945 LUTs, and 907 flip-flops. Each implementation has been tested on an FPGA board interfaced with an sEMG measurement set." @default.
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• W2002608866 date "2012-04-01" @default.
• W2002608866 modified "2023-09-26" @default.
• W2002608866 title "FPGA implementations of an ADALINE adaptive filter for power-line noise cancellation in surface electromyography signals" @default.
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• W2002608866 doi "https://doi.org/10.1016/j.measurement.2011.11.004" @default.
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