Title :
Capacity and optimal resource allocation for fading broadcast channels .I. Ergodic capacity
Author :
Li, Lifang ; Goldsmith, Andrea J.
Author_Institution :
Exeter Group Inc., Los Angeles, CA, USA
fDate :
3/1/2001 12:00:00 AM
Abstract :
In multiuser wireless systems, dynamic resource allocation between users and over time significantly improves efficiency and performance. In this two-part paper, we study three types of capacity regions for fading broadcast channels and obtain their corresponding optimal resource allocation strategies: the ergodic (Shannon) capacity region, the zero-outage capacity region, and the outage capacity region with nonzero outage. We derive the ergodic capacity region of an M-user fading broadcast channel for code division (CD), time division (TD), and frequency division (FD), assuming that both the transmitter and the receivers have perfect channel side information (CSI). It is shown that by allowing dynamic resource allocation, TD, FD, and CD without successive decoding have the same ergodic capacity region, while optimal CD has a larger region. Optimal resource allocation policies are obtained for these different spectrum-sharing techniques. A simple suboptimal policy is also proposed for TD and CD without successive decoding that results in a rate region quite close to the ergodic capacity region. Numerical results are provided for different fading broadcast channels
Keywords :
AWGN channels; broadcast channels; channel allocation; channel capacity; code division multiple access; decoding; fading channels; frequency division multiple access; multiuser channels; optimisation; time division multiple access; AWGN channel; CDMA; FDMA; Shannon capacity region; TDMA; capacity allocation; capacity regions; channel side information; code division multiple access; dynamic resource allocation; efficiency; ergodic capacity; fading broadcast channels; frequency division multiple access; multiuser wireless systems; nonzero outage; optimal resource allocation; outage capacity region; performance; receivers; spectrum-sharing techniques; suboptimal policy; successive decoding; time division multiple access; transmitter; zero-outage capacity region; Broadcasting; Channel capacity; Decoding; Delay; Fading; Intersymbol interference; Power control; Resource management; Time-varying channels; Transmitters;
Journal_Title :
Information Theory, IEEE Transactions on