Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL
Abstract :
We study the capacity of multicarrier transmission through a slow frequency-selective fading channel with limited feedback, which specifies channel state information. Our results are asymptotic in the number of subchannels . We first assume independent and identically distributed (i.i.d.) subchannel gains, and show that, for a large class of fading distributions, a uniform power distribution over an optimized subset of subchannels, or on-off power allocation, gives the same asymptotic growth in capacity as optimal water filling, e.g., with Rayleigh fading. Furthermore, the growth in data rate can be achieved with a feedback rate as . If the number of active subchannels is bounded, the capacity grows only as with the feedback rate of . We then consider correlated subchannels modeled as a Markov process, and study the savings in feedback. Assuming a fixed ratio of coherence bandwidth to the total bandwidth, the ratio between minimum feedback rates with correlated and i.i.d. subchannels converges to zero with , e.g., as for Rayleigh-fading subchannels satisfying a first-order autoregressive process. We also show that adaptive modulation, or rate control schemes, in which the rate on each subchannel is selected from a quantized set, achieves the same asymptotic growth rates in capacity and required feedback. Finally, our results are extended to cellular uplink and downlink channel models.
Keywords :
Markov processes; OFDM modulation; Rayleigh channels; cellular radio; channel capacity; Markov process; Rayleigh-fading subchannels; asymptotic capacity; cellular uplink; channel state information; downlink channel models; first-order autoregressive process; frequency-selective fading channel; multicarrier transmission; on-off power allocation; orthogonal frequency division multiplexing; uniform power distribution; Bandwidth; Channel state information; Coherence; Filling; Frequency; Frequency-selective fading channels; Markov processes; Power distribution; Rayleigh channels; State feedback; Achievable rate; adaptive modulation; limited feedback; multi-carrier modulation; orthogonal frequency-division multiplexing (OFDM); power control;