Title :
Distribution of Instantaneous Power in Single Carrier Signal with Independent I/Q Components
Author :
Gutman, Igor ; Wulich, Dov
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben Gurion Univ. of the Negev, Beer-Sheva, Israel
fDate :
10/1/2012 12:00:00 AM
Abstract :
This paper investigates the statistical distribution of instantaneous power (IP) in pulse-shaped single-carrier (SC) modulation with independent I/Q components. Such knowledge is required due to the nonlinearities that may appear in the whole communication track, especially that of the power amplifier (PA). Exact analytical derivation of the distribution is an open problem. The existing works rely on Monte-Carlo simulations or on complex numerical analysis. In this paper we propose a straightforward method, based on numerical integration, to evaluate the complementary cumulative distribution function (CCDF) of IP by using characteristic function approach. Error analysis of the proposed numerical approach is given. It is shown that by investing relatively small computation power in the proposed numerical solution we can derive the CCDF of IP with high and controlled accuracy.
Keywords :
Monte Carlo methods; integration; modulation; power amplifiers; signal processing; statistical analysis; CCDF; Monte-Carlo simulation; characteristic function approach; complementary cumulative distribution function; error analysis; independent I/Q component; instantaneous power distribution; numerical integration; power amplifier; pulse-shaped single-carrier modulation; single carrier signal; statistical distribution; Accuracy; Complexity theory; Error analysis; IP networks; Standards; Upper bound; Wireless communication; CCDF; instantaneous power; single carrier;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.081312.112101