Spatial Interference Cancellation for Multi-Antenna Mobile Ad Hoc Networks
arXiv:0807.1773
Abstract
Interference between nodes is a critical impairment in mobile ad hoc networks (MANETs). This paper studies the role of multiple antennas in mitigating such interference. Specifically, a network is studied in which receivers apply zero-forcing beamforming to cancel the strongest interferers. Assuming a network with Poisson distributed transmitters and independent Rayleigh fading channels, the transmission capacity is derived, which gives the maximum number of successful transmissions per unit area. Mathematical tools from stochastic geometry are applied to obtain the asymptotic transmission capacity scaling and characterize the impact of inaccurate channel state information (CSI). It is shown that, if each node cancels L interferers, the transmission capacity decreases as the outage probability to the power of 1/(L+1) as the outage probability vanishes. For fixed outage probability, as L grows, the transmission capacity increases as L to the power of (1-2/alpha) where alpha is the path-loss exponent. Moreover, CSI inaccuracy is shown to have no effect on the transmission capacity scaling as the outage probability vanishes, provided that the CSI training sequence has an appropriate length, which we derived. Numerical results suggest that canceling merely one interferer by each node increases the transmission capacity by an order of magnitude or more, even when the CSI is imperfect.
28 pages; submitted to IEEE Trans. on Information Theory
References in corpus (2)
Cited by in corpus (9)
- An overview of the transmission capacity of wireless networks
- Multi-Antenna Communication in Ad Hoc Networks: Achieving MIMO Gains with SIMO Transmission
- Transmission Capacity of Ad-hoc Networks with Multiple Antennas using Transmit Stream Adaptation and Interference Cancelation
- Generalized Interference Alignment --- Part II: Application to Wireless Secrecy
- Spatial multiplexing with MMSE receivers: Single-stream optimality in ad hoc networks
- Two-Way Transmission Capacity of Wireless Ad-hoc Networks
- Throughput-Delay-Reliability Tradeoff with ARQ in Wireless Ad Hoc Networks
- Limited Feedback Over Temporally Correlated Channels for the Downlink of a Femtocell Network
- Spectral Efficiency Scaling Laws in Dense Random Wireless Networks with Multiple Receive Antennas