Also, the benefits of the proposed adaptive coding based quantum communication system are particularly evident in scenarios where bandwidth is constrained, reinforcing the findings from the PSNR and SSIM analysis. Additionally, the inherent error correction mechanisms in superposition-based quantum communication systems [11] provide a significant advantage in enhancing resilience to channel noise and transmission errors. Although the adaptive coding based classical communication system also benefits from adaptive coding, it struggles more with performance degradation in low SNR environments compared to its quantum counterpart. This trend further supports the superior performance of the proposed quantum system, which effectively addresses many of the challenges faced by equivalent classical communication systems. Therefore, the proposed adaptive coding based quantum communication system is particularly well-suited for real-world applications where unpredictable channel noise can severely affect transmission quality.