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This chapter presents some of the current state-of-the-art precoding designs in MIMO wireless communications, which serve as the background for the development of precoding designs in CoMP systems in subsequent chapters. The first part of this chapter discusses precoding techniques in multiuser (MU) single-cell systems under two design objectives: power minimization and sum-rate maximization. The second part of this chapter then presents some recent advances in multicell precoding designs.