Abstract :
The most common methods for location of communications or radar transmitters are based on measuring a specified parameter such as signal angle of arrival (AOA) or time of arrival (TOA). The measured parameters are then used to estimate the transmitter location. Since the AOA/TOA measurements are done at each base station separately, without using the constraint that all measurements must correspond to the same transmitter, they are suboptimal. We propose a technique that uses exactly the same data as the common methods, except that the estimation of location is based on exact maximum likelihood, and the location determination is direct. Although there are many stray parameters, including the attenuation coefficients and the signal waveform, the method requires only a two-dimensional search. Monte Carlo simulations indicate that the accuracy is equivalent to AOA, TOA, and their combination for high SNR, while for low SNR, the accuracy of the proposed method is superior.
Keywords :
Monte Carlo methods; direction-of-arrival estimation; maximum likelihood estimation; navigation; optical transmitters; radar transmitters; radio transmitters; AOA; Monte Carlo simulations; SNR; TOA; attenuation coefficients; direct position determination; maximum likelihood; narrowband radio frequency transmitters; radar transmitters; signal angle of arrival; signal time of arrival; signal waveform; two-dimensional search; Array signal processing; Base stations; Cost function; Maximum likelihood estimation; Narrowband; RF signals; Radio frequency; Radio transmitters; Sensor arrays; Underwater acoustics;