Abstract :
By deriving a generalized Shannon capacity formula for multiple-input, multiple-output Rayleigh fading channels, and by suggesting a layered space-time architecture concept that attains a tight lower bound on the capacity achievable. Foschini (see Wireless Pers. Commun., vol.6, no.3, p.311-35, 1998) has shown a potential enormous increase in the information capacity of a wireless system employing multiple-element antenna arrays at both the transmitter and receiver. The layered space-time architecture allows signal processing complexity to grow linearly, rather than exponentially, with the promised capacity increase. This paper includes two important contributions. First, we show that Foschini\´s lower bound is, in fact, the Shannon bound when the output signal-to-noise ratio (SNR) of the space-time processing in each layer is represented by the corresponding "matched filter" bound. This proves the optimality of the layered space-time concept. Second, we present an embodiment of this concept for a coded system operating at a low average SNR and in the presence of possible intersymbol interference. This embodiment utilizes the already advanced space-time filtering, coding and turbo processing techniques to provide yet a practical solution to the processing needed. Performance results are provided for quasi-static Rayleigh fading channels with no channel estimation errors. We see for the first time that the Shannon capacity for wireless communications can be both increased by N times (where N is the number of the antenna elements at the transmitter and receiver) and achieved within about 3 dB in average SNR about 2 dB of which is a loss due to the practical coding scheme we assume-the layered space-time processing itself is nearly information-lossless.
Keywords :
Adaptive antenna arrays; Array signal processing; Channel capacity; Decision feedback equalisers; Filtering theory; Interference suppression; Intersymbol interference; MIMO systems; Matched filters; Rayleigh channels; Space-time adaptive processing; Turbo codes; DFE; MIMO Rayleigh fading channels; Shannon bound; coded system; generalized Shannon capacity formula; information capacity; intersymbol interference; layered space-time architecture; low average SNR; lower bound; matched filter bound; multiple-element antenna arrays; multiple-input multiple-output channels; output SNR; output signal-to-noise ratio; performance results; quasi-static Rayleigh fading channels; receiver; signal processing complexity; space-time equalizer; space-time filtering; space-time processing; transmitter; turbo space-time processing; wireless channel capacity; wireless system; Antenna arrays; Array signal processing; Channel capacity; Fading; Intersymbol interference; Matched filters; Receiving antennas; Signal to noise ratio; Transmitters; Transmitting antennas;