Title :
Iterative Synchronization-Assisted Detection of OFDM Signals in Cognitive Radio Systems
Author :
Wen-Long Chin ; Chun-Wei Kao ; Hsiao-Hwa Chen ; Teh-Lu Liao
Author_Institution :
Dept. of Eng. Sci., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
Despite many attractive features of an orthogonal frequency-division multiplexing (OFDM) system, the signal detection in an OFDM system over multipath fading channels remains a challenging issue, particularly in a relatively low signal-to-noise ratio (SNR) scenario. This paper presents an iterative synchronization-assisted OFDM signal detection scheme for cognitive radio (CR) applications over multipath channels in low-SNR regions. To detect an OFDM signal, a log-likelihood ratio (LLR) test is employed without additional pilot symbols using a cyclic prefix (CP). Analytical results indicate that the LLR of received samples at a low SNR can be approximated by their log-likelihood (LL) functions, thus allowing us to estimate synchronization parameters for signal detection. The LL function is complex and depends on various parameters, including correlation coefficient, carrier frequency offset (CFO), symbol timing offset, and channel length. Decomposing a synchronization problem into several relatively simple parameter estimation subproblems eliminates a multidimensional grid search. An iterative scheme is also devised to implement a synchronization process. Simulation results confirm the effectiveness of the proposed detector.
Keywords :
OFDM modulation; cognitive radio; fading channels; iterative methods; multipath channels; parameter estimation; signal detection; synchronisation; LLR; OFDM signal detection; SNR; carrier frequency offset; cognitive radio systems; correlation coefficient; cyclic prefix; iterative synchronization; log likelihood functions; log-likelihood ratio; multidimensional grid search; multipath channels; multipath fading channels; orthogonal frequency division multiplexing; parameter estimation subproblems; signal-to-noise ratio; synchronization problem; Correlation; Detectors; OFDM; Signal to noise ratio; Synchronization; Cognitive radio; Cognitive radio (CR); cyclic prefix; cyclic prefix (CP); orthogonal frequency-division multiplexing; orthogonal frequency-division multiplexing (OFDM); synchronization;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2013.2285389