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Power Adaptation Algorithms play an vital role in Wireless communication. These algorithms include applications like lossy data compression, lossy data correction, pattern recognition, density estimation and clustering. They can also be applied in Military as well as Defense applications. Power Adaptation algorithms are very significant concern in Wireless Channels, since they can advance higher Capacities for longer time. On hand Power Adaptation Methods essentially make use of different techniques to put up better quality constraints that satisfy certain criteria. In this Paper Vector Quantization method is used and the quality of the image is also improved compared to further methods in terms of PSNR, RMSE and BER.