TY - GEN
T1 - Improving fixed-point accuracy of FFT cores in O-OFDM systems
AU - Koutsoyannis, Robert
AU - Milder, Peter A.
AU - Berger, Christian R.
AU - Glick, Madeleine
AU - Hoe, James C.
AU - Puschel, Markus
PY - 2012
Y1 - 2012
N2 - 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.
AB - 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.
KW - FFT
KW - Fixed-Point
KW - OFDM
KW - Saturation
UR - https://www.scopus.com/pages/publications/84867600790
U2 - 10.1109/ICASSP.2012.6288196
DO - 10.1109/ICASSP.2012.6288196
M3 - Conference contribution
SN - 9781467300469
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 1585
EP - 1588
BT - 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings
T2 - 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012
Y2 - 25 March 2012 through 30 March 2012
ER -