Title :
Theoretical reliability of MMSE linear diversity combining in Rayleigh-fading additive interference channels
Author :
Gao, Hongsheng ; Smith, Peter J. ; Clark, Martin V.
Author_Institution :
Inst. of Stat. & Oper. Res., Victoria Univ., Wellington, New Zealand
fDate :
5/1/1998 12:00:00 AM
Abstract :
We derive an exact closed-form solution for the reliability of an ideal M-branch MMSE (minimum mean-squared error) diversity combiner operating in a Rayleigh-fading channel with N interferers, each having some specified average power. The reliability is defined as the probability, taken over fading of the desired and interfering signals, that the combiner´s output signal-to-interference ratio (SINR) is greater than some specified threshold. This kind of metric is important in evaluating the potential capacity improvements of using diversity combining and adaptive array processing in interference-limited wireless systems. Our result is remarkably simple, fast, straightforward to compute, and numerically stable. We show a set of special cases, which relate to standard results and reveal valuable insights into how this type of array processing operates in interference-limited environments. We also present a set of numerical examples, which show that our calculated reliabilities agree with estimates from Monte Carlo simulation
Keywords :
Rayleigh channels; adaptive signal processing; array signal processing; channel capacity; direction-of-arrival estimation; diversity reception; fading; interference suppression; least mean squares methods; probability; radiofrequency interference; reliability; MMSE linear diversity combining; Monte Carlo simulation; Rayleigh-fading additive interference channels; SINR; adaptive array processing; average power; capacity improvements; diversity combiner; exact closed-form solution; interference-limited wireless systems; interfering signals; minimum mean-squared error; numerically stable method; probability; reliability; signal-to-interference ratio; Array signal processing; Bit error rate; Diversity methods; Diversity reception; Fading; Interference; Rayleigh channels; Reliability theory; Signal to noise ratio; Wireless communication;
Journal_Title :
Communications, IEEE Transactions on