Title :
Energy-aware architectures for a Real-Valued FFT implementation
Author :
Wang, Alice ; Chandrakasan, Anantha P.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., MIT, Cambridge, MA, USA
Abstract :
Energy-aware design is highly desirable for systems that encounter a wide diversity of operating scenarios. This is in contrast to traditional low power design for the worst case scenario, which may not be globally energy efficient. Energy-aware design focuses on enabling architectures which scale down-energy as quality requirements are relaxed. A new energy-scalable system design methodology is proposed for a Real-Valued FFT processor which supports variable bit precision (8 and 16-bit precision) and variable FFT length (128-512 point). Two energy-aware architectures, Ensemble of Point Solutions method and Reuse of Point Solutions method, are described and evaluated. Simulated and measured results show a 66% energy savings for 8-bit datapath and 52% savings for 128-point FFT length over a non-scalable approach.
Keywords :
digital signal processing chips; fast Fourier transforms; field programmable gate arrays; low-power electronics; reconfigurable architectures; 16 bit; 8 bit; FPGA; backend processing datapath; butterfly processing datapath; digital signal processors; enabling architectures; energy-aware architectures; energy-scalable system design; ensemble of point solutions method; low power design; real-valued FFT implementation; reconfigurable hardware; reuse of point solutions method; sensor signal processing; variable FFT length; variable bit precision; Array signal processing; Digital signal processors; Energy efficiency; Fast Fourier transforms; Frequency domain analysis; Microsensors; Personal digital assistants; Scalability; Signal processing algorithms; Wireless sensor networks;
Conference_Titel :
Low Power Electronics and Design, 2003. ISLPED '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
1-58113-682-X
DOI :
10.1109/LPE.2003.1231919