Title :
A new stopping criterion for efficient early termination in turbo decoder designs
Author :
Li, Fan-Min ; Wu, An-Yeu Andy
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Although many stopping methods of iterative decoding have been discussed in the literatures, many of them only focus on the solvable decoding. In this paper, we proposed a new rule, called measurement of reliability (MOR) that can be used to define the decoding boundary. With two pre-simulated threshold values, the iterative decoding can stop in either high-SNR situation where the decoded bits are highly reliable, or in low-SNR situation where the decoder already has no capability to decode. Through the simulations, the reduced iterations due to early termination (ET) will not affect the SNR performance. Based on our analysis and simulation results, we can further modify the popularly used GENIE chart. Hence, the iterative decoding can be terminated based on two pre-determined threshold values. The ET property can help to either reduce the computational complexity or power consumptions in implementing the iterative decoding in DSP processors or VLSIs.
Keywords :
iterative decoding; reliability; turbo codes; DSP processors; VLSI; computational complexity; early termination; iterative decoding; measurement of reliability; predetermined threshold values; turbo decoder designs; Analytical models; Computational complexity; Computational modeling; Design engineering; Digital signal processing; Energy consumption; Iterative algorithms; Iterative decoding; Parity check codes; Turbo codes; Turbo codes; Turbo principle; early termination; iterative decoding; stopping criterion;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2005. ISPACS 2005. Proceedings of 2005 International Symposium on
Print_ISBN :
0-7803-9266-3
DOI :
10.1109/ISPACS.2005.1595477