Analysis of the Mean Square Error between the Unquant Decoding Scheme and an Innovative Simplified Hard Decoding Scheme in a Massive MIMO OFDM System

In this body of work, a comparison is made between the mean squared error (MSE) of an Unquant decoding approach and an Innovative Simplified Hard Decoding strategy for a large Multiple Input Multiple Output (MIMO) Orthogonal Frequency Division Multiplexing (OFDM) system. In this section, an examination is carried out on both the Innovative Simplified Hard Decoding Scheme as well as the Unquant Decoding Scheme with regard to the resources and methods that each of these schemes requires. This category includes the subcategories Unquant and Innovative Simplified Hard Decoding Schemes, both of which are subcategories of this category. These are the locations where unquantified and innovative streamlined hard decoding schemes should be implemented. Calculate the huge MIMO MSE by comparing a recently created, less complicated hard decoding strategy with unquant decoding approaches that require 10 samples. This will allow you to calculate the MSE more accurately. As a direct consequence of this comparison, MSE now has a higher degree of precision. The findings of this comparison make it possible to make estimates. On the basis of the sample sizes, we came to the conclusion that the pretest power would be 80%. According to the results of the computation, the Innovative Simplified Hard Decoding Scheme, as well as the Unquant Decoding Scheme both, yielded a mean square error. At a signal-to-noise ratio (SNR) of 14 dB, the mean square error value produced by unquant decoding is 10 4.8, while the value produced by Innovative Simplified Hard Decoding is 10 6. If the difference between them is smaller than 0.025, then the results can be considered statistically significant.