Which of these features may not be needed or redundant?
Whether or not these features are redundant can only be concluded regarding your target variable that you want to deduce. Mathematically speaking, these features are not redundant, since you can not directly compute one from the other without additional information. 

Thus each feature adds additional information. 

For redundancy check in general, you can compute the mutual information or - often used - check for correlation.