Title :
Long-range dependent alpha-stable impulsive noise in a Poisson field of interferers
Author :
Yang, Xueshi ; Petropulu, Athina P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
fDate :
6/23/1905 12:00:00 AM
Abstract :
In a wireless communication environment, interferers are often assumed to be Poisson distributed in space. While they are alive, they constantly emit pulses which interfere with signal reception at the observation point. Each transmitted pulse suffers a power-law attenuation with the distance to the receiver. It has been shown in the past that at baud rate sampling at the receiver, the interference is marginally α-stable. We consider the interference at different sampling points. We assume that the interferers have their own life of transmission sessions, the durations of which are heavy-tail distributed random variables. This assumption is consistent with the characteristics of multimedia traffic. We show that the resulting interference at different sampling points is a jointly α-stable process and exhibits long-range dependence in the generalized sense. Numerical simulations are consistent with our theoretical findings
Keywords :
Poisson distribution; impulse noise; multimedia communication; numerical stability; radio receivers; radiofrequency interference; random processes; signal sampling; telecommunication traffic; α-stable process; Poisson distribution; alpha-stable impulsive noise; baud rate sampling; heavy-tail distributed random variables; interference; long-range dependent impulsive noise; multimedia traffic; numerical simulations; power-law attenuation; pulse transmission; receiver; signal reception; wireless communication environment; Attenuation; Interference; Random variables; Sampling methods; Signal sampling; Statistical distributions; Telecommunication traffic; Wireless communication; Wireless networks; Working environment noise;
Conference_Titel :
Statistical Signal Processing, 2001. Proceedings of the 11th IEEE Signal Processing Workshop on
Print_ISBN :
0-7803-7011-2
DOI :
10.1109/SSP.2001.955220