This document discusses techniques to reduce peak-to-average power ratio (PAPR) in orthogonal frequency division multiplexing (OFDM) systems. OFDM is used widely in modern telecommunications but suffers from high PAPR, which reduces power amplifier efficiency. The document reviews several common PAPR reduction techniques for OFDM including active constellation extension, tone reservation, selected mapping, partial transmit sequences, companding, and tone injection. It compares the advantages and drawbacks of each approach and concludes that no single technique can fully solve the PAPR problem on its own. System design must consider factors like data rate, complexity, bit error rate, and signal power in addition to PAPR reduction.