Title :
A New Algorithm for Peak/Average Power Reduction in OFDM Systems
Author :
Kohandani, Farzaneh ; Khandani, Amir K.
Author_Institution :
Univ. of Waterloo, Waterloo
fDate :
3/1/2008 12:00:00 AM
Abstract :
We present a new method (MMSE-threshold) for peak/average power reduction. This technique is derived from a constellation shaping algorithm, where the constellation points with lower average energy are selected from a larger set of points. There are multiple choices available to select the points with lower peak energy for a given sequence of data bits, and this flexibility is used to reduce the peak to average power ratio (PAPR). Subsequently, this selection algorithm, which is formulated in terms of a zero-one quadratic problem, is optimized by the semidefinite programming algorithm (SDPA). Simulation results show that the PAPR of SDPA is noticeably better than MMSE-Threshold, while the complexity of MMSE-Threshold is smaller than that of SDPA. MMSE-Threshold is compared with alternative techniques reported in the literature. We show that, while we obtain a PAPR that is similar or better than those of the compared techniques, the complexity of MMSE-Threshold is low. In addition, the MMSE-threshold method results in about 1 dB shaping gain (reduction in the average energy) with less than 1% rate loss for PAPR reduction.
Keywords :
OFDM modulation; computational complexity; least mean squares methods; MMSE-threshold; OFDM systems; PAPR reduction; SDPA; constellation shaping algorithm; least mean squares methods; orthogonal frequency division multiplexing; peak to average power ratio; peak-average power reduction algorithm; semideflnite programming algorithm; zero-one quadratic problem; Frequency division multiplexing; Gain; Helium; Narrowband; OFDM; Partitioning algorithms; Peak to average power ratio; Quadratic programming; Robustness; Wideband; Constellation shaping; OFDM; PAPR; optimization; semidefinite programming algorithm;
Journal_Title :
Broadcasting, IEEE Transactions on
DOI :
10.1109/TBC.2007.912060