EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification
In large-scale sensor networks, Multivariate Time Series Classification (MTSC) is a pivotal task for identifying events dependent on longitudinal data at the edge. However, existing methods focus on neither the inherent ability of convolutional networks to perceive subsequence features, nor the prol