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Multi-Carrier and Spread Spectrum Systems: From OFDM and MC ...

Multi-Carrier and Spread Spectrum Systems: From OFDM and MC ...

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168 Implementation Issues4.3.6 Time Domain Channel EstimationChannel estimation for <strong>OFDM</strong> systems can be applied in the time domain, as in singlecarriersystems. The basic principle is to insert PN sequences periodically in the timedomain between <strong>OFDM</strong> symbols where the channel impulse response is obtained bycorrelation in the time domain [91, 92]. In <strong>OFDM</strong> systems, the signal used for timedomain channel estimation can be generated in the transmitter in the frequency domain.The insertion of equal-spaced pilot symbols in the frequency domain results in an <strong>OFDM</strong>symbol that can be considered as split into several time slots, each with a pilot. Assumingthat the impulse response of each time slot is identical, the channel response in the timedomain can be obtained by averaging the impulse responses of the time slots [58, 91].The cost of time domain channel estimation compared to frequency domain channelestimation is its higher complexity. Time domain channel estimation can be combinedwith time domain channel equalization [9].4.3.7 Decision Directed Channel EstimationUnder the assumption that the channel is quasi-stationary over two <strong>OFDM</strong> symbols, thedecisions from the previous <strong>OFDM</strong> symbol can be used for data detection in the current<strong>OFDM</strong> symbol. These schemes can outperform differentially modulated schemes<strong>and</strong> are efficient if FEC coding is included in the reliable reconstruction of the transmittedsequence [56]. The principle of decision directed channel estimation including FECdecoding is illustrated in Figure 4-29.In the first estimation step (start), reference symbols have to be used for the initialchannel estimation. These reference symbols are the symbols S n,0 ,n= 0,...,N c − 1,of the initial <strong>OFDM</strong> symbol. The initial estimation of the channel transfer function isgiven byHˆn,0 = R n,0= H n,0 + N n,0. (4.69)S n,0 S n,0The channel can be oversampled in the frequency <strong>and</strong> time direction with respectto filtering, since all re-encoded data symbols can be used as pilot symbols. Thus, thechannel transfer function can be low-pass filtered in the frequency <strong>and</strong>/or time directionFFTequalizerG n, i = f(Hˆn, i−1 )symboldemapperchanneldecoderCSIR n, i−1delay2D filteringHˆR= n, i−1n, i−1Sˆn, i−1startSˆn, i−1referencesymbolsymbolmapperchannelencoderFigure 4-29Decision directed channel estimation

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