ML-Based Preamble Collision Detection in the Random Access Procedure of Cellular IoT Networks

Giancarlo Maldonado Cardenas, Diana C. Gonzalez, Judy C. Guevara +2

Preamble collision in the random access channel (RACH) is a major bottleneck in massive machine-type communication (mMTC) scenarios, typical of cellular IoT (CIoT) deployments. Thi…