SGMWIN stands out as a powerful tool in the field of signal processing. Its adaptability allows it to handle a extensive range of tasks, from noise reduction to data analysis. The algorithm's efficiency makes it particularly suitable for real-time applications where processing speed is critical. SGMWIN leverages the power of signal manipulation