Title :
A fuzzy rule base system aided rate enhancement scheme for OFDM systems
Author :
Atta-ur-Rahman ; Qureshi, Ijaz Mansoor ; Malik, Aqdas Naveed ; Naseem, Muhammad Tahir
Author_Institution :
Sch. of Eng. & Appl. Sci. (SEAS), ISRA Univ., Islamabad, Pakistan
Abstract :
Adaptive communication is one the key attributes of almost all communication systems nowadays. In this way, available resources are optimally used to enhance the overall throughput of system while satisfying certain constraints. In this paper a similar constrained optimization problem is formulated. A fuzzy rule based system (FRBS) is designed and used for solution of the problem. The parameters being optimized for the system are forward error correction (FEC) code and modulation scheme. FRBS suggests how to change these parameters according to varying channel state information (CSI) on Orthogonal Frequency Division Multiplexing (OFDM) channel that throughput can be maximized. Multilevel codes, Quadrature Amplitude Modulation (QAM) are used as FEC and Modulation scheme respectively. Moreover, a modified iterative algorithm is used for decoding the multilevel codes. Significance of proposed scheme is shown by simulations.
Keywords :
OFDM modulation; iterative methods; knowledge based systems; telecommunication computing; FEC code; FRBS; OFDM channel; OFDM system; QAM; adaptive communication attribute; channel state information; forward error correction; fuzzy rule base system; iterative algorithm; modulation scheme; orthogonal frequency division multiplexing; quadrature amplitude modulation; rate enhancement scheme; system throughput; ACM; BER; FRBS; MIDA; Modulation Code Pair; Multi-level Codes; OFDM;
Conference_Titel :
Multitopic Conference (INMIC), 2012 15th International
Conference_Location :
Islamabad
Print_ISBN :
978-1-4673-2249-2
DOI :
10.1109/INMIC.2012.6511444