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Fast computation of partial DFT for comb spectrum evaluation
, S.A. Qadeer, M.Y. Khan
Published in
2006
Volume: 13
   
Issue: 12
Pages: 721 - 724
Abstract
A comb spectrum evaluation problem arises in the channel estimation of pilot symbol-assisted modulation (PSAM) systems and also in the (de)modulation of multichannel communication system based on orthogonal frequency division multiplexing (OFDM). In this letter, we decompose an M -component comb spectrum evaluation with transform length N into 1) a fast Fourier transform evaluation of transform length M of a length M vector, 2) which in turn is obtained from the length N input vector (by folding and scaling). This decomposition allows for the application of split-radix and radix-4 algorithms for evaluation of M length transform and efficient computation of the length M vector from the length N input vector, which is classically termed as "pruning." When N = 2p, the comb spectrum computation requires only N/8 + M/31og 2 M nontrivial complex multiplications, if N/M ≥ 8. In addition, conditions under which comb spectrum evaluation can be done in O(M log M) complex multiplies are identified. © 2006 IEEE.
About the journal
JournalIEEE Signal Processing Letters
ISSN10709908