Multichannel Signal Analysis involves processing and interpreting data from multiple sources or channels simultaneously to extract meaningful information and enhance signal understanding. This approach is crucial in fields like neuroscience, telecommunications, and audio engineering, where it enables improved data fusion, noise reduction, and spatial resolution.