Communication protocols are crucial in managing how nanoscale devices exchange data. Protocols define the rules for data transmission, including error detection and correction, data packetization, and synchronization. Efficient protocols help in reducing the communication overhead by minimizing the extra bits and signaling required for managing data exchange.