DocumentCode :
727065
Title :
Novel real-time system design for floating-point sub-Nyquist multi-coset signal blind reconstruction
Author :
Hongxu Yin ; Bah Hwee Gwee ; Zhiping Lin ; Kumar, Anil ; Razul, Sirajudeen Gulam ; See, Chong Meng Samson
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear :
2015
fDate :
24-27 May 2015
Firstpage :
954
Lastpage :
957
Abstract :
We propose a novel real-time system design for multiband signal blind reconstruction using multi-coset sampling theory. Multi-channel signals are acquired under sub-Nyquist sampling frequency to perfectly reconstruct the original signal spectrum. A novel system design with Field-Programmable Gate Array (FPGA) implementation is presented in this paper. There are two main contributions in this paper. Firstly, the FPGA system uses 32-bit single precision floating point dataflow rather than conventional 16-bit fixed point to recover signals with much lower Signal-Noise Ratio (SNR). Secondly, we introduce a novel Jacobi CORDIC eigenvalue decomposition (EVD) core using parallel pivot-seeking circuit and parallel 3-CORDIC design to improve speed significantly. Hermitian matrices of dimensions from 2 to 10 are tested to compare conventional 2-CORDIC EVD and proposed EVD. The proposed EVD effectively reduces on average 36% of processing time for mesh connection system and over 50% for parallel system.
Keywords :
Hermitian matrices; field programmable gate arrays; floating point arithmetic; real-time systems; signal reconstruction; FPGA system; Hermitian matrices; field-programmable gate array; floating point dataflow; floating-point sub-Nyquist multicoset signal blind reconstruction; mesh connection system; multichannel signals; multicoset sampling theory; novel Jacobi CORDIC eigenvalue decomposition core; novel real-time system design; parallel pivot-seeking circuit; Field programmable gate arrays; Jacobian matrices; Mathematical model; Multiple signal classification; Real-time systems; Signal to noise ratio; CORDIC; FPGA; Jacobi; MUSIC; Multiband; Reconstruction; multi-coset sampling; sub-Nyquist;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (ISCAS), 2015 IEEE International Symposium on
Conference_Location :
Lisbon
Type :
conf
DOI :
10.1109/ISCAS.2015.7168793
Filename :
7168793
Link To Document :
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