In this thesis, we first define error-correcting codes and describe many of their basic properties. Then we proceed to describe how matroids are a useful tool to determine many basic properties of error-correcting codes. In the remaining half of the thesis, we study a more specific theme; derived matroids. We describe in detail three different constructions, one invented already in 1979 by Longyear, ...