Title :
Average power reduction for MSM optical signals via sparsity and uncertainty principle
Author :
Ilic, Jovana ; Strohmer, Thomas
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California Davis, Davis, CA, USA
fDate :
5/1/2010 12:00:00 AM
Abstract :
Multiple subcarrier modulation is an appealing scheme for high-data rate optical communication. However a major drawback is its low average power efficiency. While subcarrier reservation is a common approach to combat this problem, little is known about the performance of algorithms that utilize subcarrier reservation. By combining properties of sparse signals with an abstract form of the Uncertainty Principle related to multiple subcarrier signals, we design an effective iterative method for constructing average-power-efficient multicarrier signals. Unlike most existing subcarrier reservation methods, our method provides a guaranteed bound for the achievable average power reduction as well as guaranteed rates of convergence. Numerical simulations demonstrate the performance of the proposed method.
Keywords :
indeterminancy; iterative methods; optical fibre communication; optical modulation; signal processing; MSM optical signals; average-power-efficient multicarrier signals; high-data rate optical communication; iterative method; multiple subcarrier modulation; multiple subcarrier signals; power efficiency; power reduction; sparse signals; sparsity principle; subcarrier reservation methods; uncertainty principle; Digital modulation; Fiber nonlinear optics; Frequency; Intensity modulation; Nonlinear optics; Optical distortion; Optical fiber communication; Optical modulation; Phase modulation; Uncertainty; Terms¿Average power reduction, reserved subcarriers, multicarrier signals, uncertainty principle, Kashin´s representation;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.05.090213