Title :
A Generalized Conflict-Free Memory Addressing Scheme for Continuous-Flow Parallel-Processing FFT Processors With Rescheduling
Author :
Tsai, Pei-Yun ; Lin, Chung-Yi
Author_Institution :
Dept. of Electr. Eng., Nat. Central Univ., Jhongli, Taiwan
Abstract :
This paper presents a generalized conflict-free memory addressing scheme for memory-based fast Fourier transform (FFT) processors with parallel arithmetic processing units made up of radix-2q multi-path delay commutator (MDC). The proposed addressing scheme considers the continuous-flow operation with minimum shared memory requirements. To improve throughput, parallel high-radix processing units are employed. We prove that the solution to non-conflict memory access satisfying the constraints of the continuous-flow, variable-size, higher-radix, and parallel-processing operations indeed exists. In addition, a rescheduling technique for twiddle-factor multiplication is developed to reduce hardware complexity and to enhance hardware efficiency. From the results, we can see that the proposed processor has high utilization and efficiency to support flexible configurability for various FFT sizes with fewer computation cycles than the conventional radix-2/radix-4 memory-based FFT processors.
Keywords :
digital arithmetic; fast Fourier transforms; parallel memories; processor scheduling; shared memory systems; storage allocation; FFT Processors; FFT processors; conflict free memory addressing scheme; continuous flow parallel processing; fast Fourier transform; multipath delay commutator; non conflict memory access; parallel arithmetic processing; parallel high-radix processing units; rescheduling technique; shared memory; twiddle factor multiplication; Digital signal processing; Fast Fourier transforms; Memory architecture; Memory management; Parallel processing; Throughput; Continuous-flow; fast Fourier transform; memory architecture; mixed-radix; parallel processing; rescheduling;
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
DOI :
10.1109/TVLSI.2010.2077314