Title :
Joint transmitter and receiver optimization in additive cyclostationary noise
Abstract :
A joint optimization of transmitter and receiver is considered for strictly band-limited linear modulations in additive cyclostationary noise. Under the assumptions that the period of the cyclostationarity of the noise is the same as the inverse of the symbol transmission rate and that the noise has a positive-definite autocorrelation function, the optimum transmitter and receiver waveforms that jointly minimize the mean-squared error at the output of the linear receiver are derived with the data sequence modeled as a wide-sense stationary (WSS) colored random process and the channel modeled as a linear time-invariant system with a general frequency-selective impulse response. Numerical results show that this joint optimization technique leads to a significant performance improvement over the systems with receiver-only optimization and the systems with no transmitter and receiver optimizations.
Keywords :
least mean squares methods; optimisation; radio receivers; radio transmitters; transient response; MMSE; WSS; additive cyclostationary noise; band-limited linear modulation; frequency-selective impulse response; joint optimization; linear receiver; linear time-invariant system; minimum mean-squared error; positive-definite autocorrelation function; wide-sense stationary colored random process; Additive noise; Autocorrelation; Colored noise; Crosstalk; Frequency; Information theory; Interference; MIMO; Random processes; Transmitters; 65; Cyclostationary noise; MMSE; joint transmitter and receiver optimization; minimum mean-squared error;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2004.838342