In recent years, quantum key distribution (QKD) protocols have undergone rapid evolution, thus significantly advancing the field of quantum communications. The exploitation of quantum properties enables quantum communication to achieve superior security, yet many traditional protocols still face challenges in terms of stability and practicality. Since 2019, two new QKD protocols have emerged: mode-pairing QKD and sending-or-not-sending TF-QKD. In this paper, through an in-depth analysis of the existing literature, a simple mathematical derivation of the quantum uncertainty relation is provided, along with a systematic summary of the process for proving the security of these two new protocols. The results demonstrate that sending-or-not-sending TF-QKD can still effectively ensure the security of information in the presence of large bit error rates, showing its potential application in quantum communication. In addition, the paper explores future research directions, including experimental validation in diverse real-world environments, performance optimization, and the development of robust error correction techniques. These studies provide a critical foundation for the practicalization of QKD and promote the further development of quantum communication technology.
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