Researchers are exploring ways to enhance the security and performance of internet of things (iot) data sharing using blockchain technology. Various approaches are being investigated, including the use of lightweight consensus algorithms, dynamic q-learning, and cryptographic frameworks. The applications of these blockchain-based solutions appear to be diverse, with potential uses in fields such as healthcare, supply chains, and edge environments.