Efficient VLSI architectures for recursive Vandermonde QR decomposition in broadband OFDM pre-distortion
The Vandermonde system is used in OFDM pre-distortion to enhance the power efficiency dramatically. We study efficient FPGA architectures of a recursive algorithm for the Cholesky and QR factorization of the Vandermonde system. We identify the key bottlenecks of the algorithm for the real-time const...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | The Vandermonde system is used in OFDM pre-distortion to enhance the power efficiency dramatically. We study efficient FPGA architectures of a recursive algorithm for the Cholesky and QR factorization of the Vandermonde system. We identify the key bottlenecks of the algorithm for the real-time constraints and resource consumption. Several architecture/resource tradeoffs are studied to find the commonalities in the architectures for a best partitioning. Hardware resources are reused according to the algorithmic parallelism and data dependency to achieve the best timing/area performance in hardware. The architectures are implemented in Xilinx FPGA and tested in an Aptix real-time hardware platform with 11348 cycles in 25 ns clock rate. |
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ISSN: | 1525-3511 1558-2612 |
DOI: | 10.1109/WCNC.2005.1424567 |