Title :
Adaptive coding for pilot symbol assisted modulation without feedback
Author :
Médard, Muriel ; Abou-Faycal, Ibrahim ; Madhow, Upamanyu
Author_Institution :
Lab. for Inf. & Decision Syst., MIT, Cambridge, MA, USA
Abstract :
We show that pilot symbol assisted modulation (PSAM) schemes can be improved by adapting the coded modulation strategy at the sender to the quality of the channel measurement at the receiver, without requiring any channel feedback from the receiver. The transmitter employs interleaved codes, with data symbols coded according to their distance from the nearest pilot symbols. The performance benefits from this approach are quantified in the context of binary signaling over time-varying Rayleigh fading channels described by a Gauss-Markov model. The spacing of the pilot symbols is optimized to maximize the mutual information between input and output in the preceding setting. Causal and non-causal channel estimators of varying complexity and delay are considered. It is shown that, by appropriate optimization for the spacing between consecutive pilot symbols, the adaptive coding techniques proposed can yield up to 30% improvement in achievable rate, without any feedback from the receiver to the sender.
Keywords :
Gaussian channels; Markov processes; Rayleigh channels; adaptive codes; channel capacity; channel coding; channel estimation; interleaved codes; mobile radio; modulation coding; optimisation; radio receivers; telecommunication signalling; time-varying channels; Gauss-Markov model; PSAM; adaptive coding; binary signaling; causal channel estimators; channel capacity; channel measurement quality; coded modulation; complexity; delay; interleaved codes; mutual information maximization; noncausal channel estimators; performance; pilot symbol assisted modulation; pilot symbol spacing optimization; receiver; time-varying Rayleigh fading channels; transmitter; Adaptive coding; Context modeling; Delay estimation; Fading; Feedback; Gaussian channels; Interleaved codes; Modulation coding; Mutual information; Transmitters;
Conference_Titel :
Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7576-9
DOI :
10.1109/ACSSC.2002.1197029