Researchers have developed a novel channel-aware gating function for wireless distributed mixture-of-experts (MoE) system.The system incorporates channel conditions into the MoE gating mechanism, enabling effective operation in wireless networks.By considering signal-to-noise ratios (SNRs) and expert specializations, the proposed approach optimizes expert selection.Experimental results indicate that the channel-aware gating scheme outperformed traditional MoE models.