Bourgain's paper on kakeya conjecture

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What is the necessary background in additive number theory/arithmetic combinatorics required for someone to be able to read and understand Bourgain's paper:
ON THE DIMENSION OF KAKEYA SETS AND RELATED MAXIMAL INEQUALITIES on the arithmetic method and the Kakeya conjecture?

Can you recommend some sources/books to learn the basics in these two disciplines?

Thank you in advance!