Statistically-efficient filtering in impulsive environments: weighted myriad filters
EURASIP Journal on Applied Signal Processing
Multiple-access insights from bounds on sensor localization
Pervasive and Mobile Computing
Energy efficiency of a per-hop relay selection scheme for sensor networks using cooperative MIMO
International Journal of Sensor Networks
Stochastic geometry and random graphs for the analysis and design of wireless networks
IEEE Journal on Selected Areas in Communications - Special issue on stochastic geometry and random graphs for the analysis and designof wireless networks
On node density - outage probability tradeoff in wireless networks
IEEE Journal on Selected Areas in Communications - Special issue on stochastic geometry and random graphs for the analysis and designof wireless networks
A stochastic geometry approach to coexistence in heterogeneous wireless networks
IEEE Journal on Selected Areas in Communications - Special issue on stochastic geometry and random graphs for the analysis and designof wireless networks
IEEE Transactions on Signal Processing
Uplink capacity and interference avoidance for two-tier femtocell networks
IEEE Transactions on Wireless Communications
Outage, local throughput, and capacity of random wireless networks
IEEE Transactions on Wireless Communications
Interference and outage in clustered wireless ad hoc networks
IEEE Transactions on Information Theory
Interference in Large Wireless Networks
Foundations and Trends® in Networking
IEEE Transactions on Communications
On the performance of interference cancellation in wireless ad hoc networks
IEEE Transactions on Communications
Statistical modeling of co-channel interference
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Performance of optimum combining in a Poisson field of interferers and rayleigh fading channels
IEEE Transactions on Wireless Communications
Diversity combining over rayleigh fading channels with symmetric alpha-stable noise
IEEE Transactions on Wireless Communications
IEEE Transactions on Wireless Communications
IEEE Transactions on Signal Processing
An overview of the transmission capacity of wireless networks
IEEE Transactions on Communications
Survey Paper: Distance distributions in random networks
Ad Hoc Networks
Squared and absolute errors in optimal approximation of nonlinear systems
Automatica (Journal of IFAC)
| Hi-index | 35.75 |
This paper addresses non-Gaussian statistical modeling of interference as a superposition of a large number of small effects from terminals/scatterers distributed in the plane/volume according to a Poisson point process. This problem is relevant to multiple access communication systems without power control and radar. Assuming that the signal strength is attenuated over distance r as 1/r/m, we show that the interference/clutter could be modeled as a spherically symmetric α-stable noise. A novel approach to stable noise modeling is introduced based on the LePage series representation. This establishes grounds to investigate practical constraints in the system model adopted, such as the finite number of interferers and nonhomogeneous Poisson fields of interferers. In addition, the formulas derived allow us to predict noise statistics in environments with lognormal shadowing and Rayleigh fading. The results obtained are useful for the prediction of noise statistics in a wide range of environments with deterministic and stochastic power propagation laws. Computer simulations are provided to demonstrate the efficiency of the α-stable noise model in multiuser communication systems. The analysis presented will be important in the performance evaluation of complex communication systems and in the design of efficient interference suppression techniques