LIU Xiang-yang, XU Yong. Memory Access Optimization Method for the Implementation of Fast DCT Pruning on DSP[J]. Acta Electronica Sinica, 2016, 44(1): 227-232.
DOI:
LIU Xiang-yang, XU Yong. Memory Access Optimization Method for the Implementation of Fast DCT Pruning on DSP[J]. Acta Electronica Sinica, 2016, 44(1): 227-232. DOI: 10.3969/j.issn.0372-2112.2016.01.034.
Memory Access Optimization Method for the Implementation of Fast DCT Pruning on DSP
we propose a memory access optimization method to minimize the memory accesses due to weighting factors (cosine coefficients in the computation diagram of fast DCT pruning) and input points for implementing fast DCT pruning on DSP.The proposed method reduces the number of memory accesses in two steps:1.Reduce the number of weighting factors;2.Combine butterflies at two stages in fast DCT pruning diagram to form an efficient butterfly structure in one stage and calculate them.The proposed method is applied to implement Pruning FCT on TI TMSC320C64x DSP.Experimental results show that the proposed method can achieve an average of 40% memory access reduction
48.6% clock cycle reduction and 32.6% of memory space saving for weighting factors to compute Pruning FCT on DSP comparing with the conventional implementation.