Title :
Envelope and phase distribution of two correlated gaussian variables
Author :
Dharmawansa, Prathapasinghe ; Rajatheva, Nandana ; Tellambura, Chinthananda
Author_Institution :
Dept. of Electron. & Comput. Eng., HKUST, Kowloon
fDate :
4/1/2009 12:00:00 AM
Abstract :
Probability density functions (pdf´s) are derived for the phase and amplitude (envelope) of the complex gain X +jY (j = radic-1), where X and Y are two correlated non zero-mean Gaussian random variables. The pdf of the amplitude is derived as an infinite series, but reduces to a closed-form expression when the means are zero. The classical Rayleigh and Rician pdf´s turn out to be special cases of the derived pdf. This pdf is used to analyze the error performance of non-coherent binary frequency shift keying (BFSK) with in-phase/quadrature(I/Q) imbalance over an additive white Gaussian noise (AWGN) channel. The resulting bit error rate (BER) expression is derived as an infinite series. The analytical expressions are validated by simulation, and the I/Q imbalance related performance degradation is quantified. Convergence of the PDF series and the BER series is established.
Keywords :
AWGN channels; correlation methods; error statistics; frequency shift keying; probability; random processes; additive white Gaussian noise channel; bit error rate expression; correlated Gaussian variables; noncoherent binary frequency shift keying; nonzero-mean Gaussian random variables; phase distribution; probability density functions; AWGN; Additive white noise; Bit error rate; Closed-form solution; Error analysis; Frequency shift keying; Performance analysis; Probability density function; Random variables; Rician channels; Characteristic function (chf), correlated Gaussian, frequency shift keying, in-phase/quadrature imbalance, probability density function (pdf), Rayleigh density;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2009.04.070065