Title :
Improving fixed-point accuracy of FFT cores in O-OFDM systems
Author :
Koutsoyannis, Robert ; Milder, Peter A. ; Berger, Christian R. ; Glick, Madeleine ; Hoe, James C. ; Püschel, Markus
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
Optical OFDM communication systems operating at data rates in the 40Gb/s (and higher) range require high-throughput/highly parallel fast Fourier transform (FFT) implementations. These consume a significant amount of chip resources; we aim to reduce costs by improving the system´s accuracy per chip-area. For OFDM signals, we characterize the growth of data within the FFT and explore several cost-conscious methods for improving the fixed-point format. Using ASIC synthesis and hardware accurate simulations, we evaluate the corresponding system error and stability of these methods. We introduce Directive Scaling, which provides an average increase in overall accuracy without additional runtime-adaptive mechanisms. ASIC synthesis results show minimal overhead, and we explicitly evaluate and explain the inherent tradeoffs. When applied to an 8-bit IFFT design, our technique improves precision by approximately two bits with just a 4% area overhead, as opposed to the additional 32% area overhead required using standard methods.
Keywords :
OFDM modulation; application specific integrated circuits; fast Fourier transforms; integrated circuit design; optical fibre networks; 8-bit IFFT design; ASIC synthesis; FFT cores; O-OFDM systems; OFDM signals; chip resources; cost-conscious methods; data rates; directive scaling; hardware simulations; high-throughput-highly parallel fast Fourier transform implementations; improving fixed-point accuracy; optical OFDM communication systems; system accuracy per chip-area; Accuracy; Fast Fourier transforms; Hardware; OFDM; Optical transmitters; Phase shift keying; Quadrature amplitude modulation; FFT; Fixed-Point; OFDM; Saturation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288196