Title :
Performance of Optimum Combining in a Poisson Field of Interferers and Rayleigh Fading Channels
Author :
Ali, O.B.S. ; Cardinal, Christian ; Gagnon, François
Author_Institution :
Dept. of Electr. Eng., Ecole Polytech., Montréal, QC, Canada
fDate :
8/1/2010 12:00:00 AM
Abstract :
This paper studies the performance of antenna array processing in distributed multiple access networks without power control. The positions of nodes are determined by a Poisson point process. Desired and interfering signals are subject to both path-loss (with an exponent greater than 2) and to independent Rayleigh fading. Using these assumptions, we derive the exact closed form expression for the cumulative distribution function of the output signal-to-interference-plus-noise ratio when optimum combining is applied. This results in a pertinent measure of the network performance in terms of the outage probability, which in turn provides insights into the network capacity gain that could be achieved with antenna array processing. We present and discuss examples of applications, as well as some numerical results.
Keywords :
Rayleigh channels; antenna arrays; least mean squares methods; multi-access systems; probability; radiofrequency interference; statistical distributions; stochastic processes; MMSE linear combining; Poisson point process; antenna array processing; closed form expression; cumulative distribution function; distributed multiple access networks; independent Rayleigh fading channel; network capacity gain; optimum combining; outage probability; output signal-to-interference-plus-noise ratio; path loss; power control; signal interference; Array signal processing; Capacity planning; Fading; Interference; Measurement; Performance gain; Rayleigh channels; Signal to noise ratio; Spread spectrum communication; Wireless communication; MMSE linear combining; Multiple access network; Poisson point process; Rayleigh fading; capacity; optimum combining; outage probability; power decay law; shot noise process;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2010.061810.090109