Title :
FPGA Based Scalable Fixed Point QRD Core Using Dynamic Partial Reconfiguration
Author :
Prabhu, G.R. ; Johnson, B. ; Rani, J.S.
Author_Institution :
Dept. of Avionics, IIST, Thiruvananthapuram, India
Abstract :
This work presents an FPGA based scalable fixed point QRD architecture based on Givens Rotation algorithm.The proposed QRD core utilizes an efficient pipelined and unfolded 2D MAC based systolic array architecture with dynamic partial reconfiguration(DPR) capability. An improved LUT based Newton-Raphson method is proposed for finding square root and inverse square root which helps in reducing the area by 71% and latency by 50%, while operating at a frequency 49% higher than the existing boundary cell architectures. The scalability of the QRD core is achieved using DPR which results in reduction in dynamic power and area utilization as compared to a static implementation. The proposed architecture is implemented on Xilinx Virtex-6 FPGA for any real matrices of size m × n where, 4 ≤ n ≤ 8 and m ≥ n by dynamically inserting or removing the partial modules. The evaluation results shows reduction in latency, area and power as compared to CORDIC based architectures. The proposed scalable QRD core is used for implementing a high performance adaptive equalizer(QRD-RLS Algorithm) used in mobile receiver´s and the evaluation is done by transmitting BPSK symbols in the training mode.
Keywords :
Newton-Raphson method; field programmable gate arrays; matrix algebra; phase shift keying; systolic arrays; BPSK symbol transmission; DPR capability; LUT based Newton-Raphson method; QRD-RLS algorithm; Xilinx Virtex-6 FPGA; area utilization reduction; dynamic partial reconfiguration capability; dynamic power reduction; givens rotation algorithm; high performance adaptive equalizer; inverse square root; matrices; mobile receiver; pipelined 2D MAC; scalable fixed point QRD architecture; scalable fixed point QRD core; systolic array architecture; training mode; unfolded 2D MAC; Arrays; Field programmable gate arrays; Hardware; Matrix decomposition; Microprocessors; Table lookup; Givens rotation; LUT Newton Raphson; Partial reconfiguration; QR decomposition; Systolic array;
Conference_Titel :
VLSI Design (VLSID), 2015 28th International Conference on
Conference_Location :
Bangalore
DOI :
10.1109/VLSID.2015.64