Title :
Theoretical aspects of radar imaging using stochastic waveforms
Author :
Bell, Daryl C. ; Narayanan, Ram M.
Author_Institution :
Dept. of Electr. Eng., Nebraska Univ., Lincoln, NE, USA
fDate :
2/1/2001 12:00:00 AM
Abstract :
In this work, we develop the theory of radar imaging using stochastic waveforms, such as random noise or chaotic signals. Specifically, we consider one-dimensional (1-D) (range profiles) and two-dimensional (2-D) (range-Doppler) radar imaging performed with a random signal radar, in which the transmit signals are assumed to be stationary random processes. We calculate the 1-D and 2-D point-spread functions as the expected value of the radar return. We show that the 2-D point-spread function is spatially invariant; however, the reduction in height and broadening of the mainlobe is small in the case of bandlimited noise. We also derive a formula that is useful in calculating the variance of the radar return under the assumption that the transmit signal is real valued and Gaussian
Keywords :
Doppler radar; Gaussian processes; optical transfer function; radar imaging; radar theory; random noise; random processes; stochastic processes; waveform analysis; 1D imaging; 1D point-spread functions; 2D imaging; 2D point-spread functions; bandlimited noise; chaotic signals; radar imaging; radar return variance; radar theory; random noise; random signal radar; range profiles; range-Doppler radar imaging; real valued Gaussian transmit signal; spatially invariant; stationary random processes; stochastic waveforms; Doppler radar; Radar cross section; Radar imaging; Radar measurements; Random processes; Signal processing; Stochastic processes; Stochastic resonance; Two dimensional displays; Ultra wideband technology;
Journal_Title :
Signal Processing, IEEE Transactions on