Title :
A fuzzy rule base system aided rate enhancement scheme for OFDM systems
Author :
Atta-ur-Rahman ; Qureshi, Ijaz Mansoor ; Naseem, Muhammad Tahir ; Muzaffar, Muhammad Zeeshan
Author_Institution :
Dept. of Electron. Eng., ISRA Univ., Islamabad, Pakistan
Abstract :
Adaptive communication is one of 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; error correction codes; forward error correction; fuzzy set theory; iterative decoding; quadrature amplitude modulation; FEC; OFDM system; QAM; adaptive communication; channel state information; constrained optimization problem; forward error correction code; fuzzy rule base system; iterative algorithm; multilevel code decoding; orthogonal frequency division multiplexing channel; quadrature amplitude modulation; rate enhancement scheme; Bit error rate; Iterative decoding; Modulation; OFDM; Quality of service; Signal to noise ratio; Throughput; ACM; BER; FRBS; MIDA; Modulation Code Pair; Multi-level Codes; OFDM;
Conference_Titel :
Emerging Technologies (ICET), 2012 International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4673-4452-4
DOI :
10.1109/ICET.2012.6375482