Title :
Efficient phase-modulated waveform design for active sensing systems
Author :
Liang Li ; Haiguang Yang ; Guolong Cui ; Lingjiang Kong ; Xiaobo Yang
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China Chengdu, Chengdu, China
Abstract :
This paper considers the unit energy phase-modulated (PM) waveform design in communications and radar. For a given scenario, the weighted integrated sidelobe level (WISL) of a waveform is often used as a metric to evaluate the performance of a system. The waveform design with the minimization of the WISL as the criteria is a high dimension search problem and the classical solution for the multi-dimension search is the gradient descent method. More over, a recent proposed weighted cyclic algorithm-new (WeCAN) algorithm which is implemented base on the fast Fourier transform (FFT) claimed to be computationally efflient than the gradient descent method. Put aside the computation burden however, the gradient descent method can often produce waveforms with smaller WISL than the WeCAN algorithm. Moreover, in some conditions the WeCAN algorithm can be still time consuming. To overcome these imperfections, we propose a new iterative algorithm for the optimizing problem that is even more efflient than the WeCAN. We compare the computational load of the proposed algorithm with that of the WeCAN by the numbers of their multiplication operations and illustrate the performance of the proposed algorithm via a numbers of numeric simulations.
Keywords :
fast Fourier transforms; gradient methods; iterative methods; minimisation; performance evaluation; phase modulation; search problems; FFT; PM waveform design; WISL minimization; WeCAN algorithm; active sensing systems; fast Fourier transform; gradient descent method; high dimension search problem; iterative algorithm; multidimension search; numeric simulations; phase-modulated waveform design; system performance evaluation; unit energy phase-modulated waveform design; weighted cyclic algorithm-new algorithm; weighted integrated sidelobe level; Algorithm design and analysis; Clutter; Correlation; Educational institutions; Optimization; Radar; Signal processing algorithms;
Conference_Titel :
Radar Conference, 2014 IEEE
Conference_Location :
Cincinnati, OH
Print_ISBN :
978-1-4799-2034-1
DOI :
10.1109/RADAR.2014.6875740