Title :
Joint Optimization of Bit and Power Loading for Multicarrier Systems
Author :
Bedeer, Ebrahim ; Dobre, Octavia A. ; Ahmed, Mohamed Hossam ; Baddour, Kareem E.
Author_Institution :
Fac. of Eng. & Appl. Sci., Memorial Univ., St. John´s, NL, Canada
Abstract :
In this letter, a novel low complexity bit and power loading algorithm is formulated for multicarrier communication systems. The proposed algorithm jointly maximizes the throughput and minimizes the transmit power through a weighting coefficient α, while meeting constraints on the target bit error rate (BER) per subcarrier and on the total transmit power. The optimization problem is solved by the Lagrangian multiplier method if the initial α causes the transmit power not to violate the power constraint; otherwise, a bisection search is used to find the appropriate α. Closed-form expressions are derived for the close-to-optimal bit and power allocations per subcarrier, average throughput, and average transmit power. Simulation results illustrate the performance of the proposed algorithm and demonstrate its superiority with respect to existing allocation algorithms. Furthermore, the results show that the performance of the proposed algorithm approaches that of the exhaustive search for the discrete optimal allocations.
Keywords :
adaptive modulation; error statistics; optimisation; search problems; Lagrangian multiplier method; adaptive modulation; bisection search; bit error rate; bit loading; close-to-optimal bit allocation; closed-form expression; discrete optimal allocation; joint optimization; multicarrier communication system; optimization problem; power allocation; power loading; weighting coefficient; Adaptive modulation; bit loading; multicarrier systems; multiobjective optimization; power loading;
Journal_Title :
Wireless Communications Letters, IEEE
DOI :
10.1109/WCL.2013.052813.130085