With the explosive growth of the spectrum demand of the Internet of Things (IoT), Non-orthogonal Multiple Access (NOMA) and spectrum sensing are considered key candidate technologies to improve spectrum utilization in next-generation wireless communications technology. However, given the complexity of future IoT scenarios, it brings new challenges to ensuring the performance of spectrum utilization and system throughput in large-scale IoT scenarios when using both technologies at the same time.