Title :
Intrapulse radar-embedded communications via multiobjective optimization
Author :
Ciuonzo, Domenico ; De Maio, Antonio ; Foglia, Goffredo ; Piezzo, Marco
Author_Institution :
Dipt. di Ing. Elettr. e Tecnol. dell´Inf., Univ. degli Studi di Napoli Federico II, Naples, Italy
Abstract :
We deal with the problem of intrapulse radar-embedded communication and propose a novel waveform design procedure based on a multiobjective optimization paradigm. More specifically, under both energy and similarity constraints, we devise signals according to the following criterion: constrained maximization of the signal-to-interference ratio and constrained minimization of a suitable correlation index (which is related to the possibility of waveform interception). This is tantamount to jointly maximizing two competing quadratic forms under two quadratic constraints so that the problem can be formulated in terms of a nonconvex multiobjective optimization. In order to solve it, we resort to the scalarization technique, which reduces the vectorial problem into a scalar one using Pareto weights defining the relative importance of the two objectives. At the analysis stage, we assess the performance of the proposed waveform design scheme in terms of symbol error rate and the so-called intercept metric.
Keywords :
Pareto optimisation; concave programming; correlation methods; error statistics; minimisation; radar interference; vectors; Pareto weight; constrained maximization; constrained minimization; correlation index; intrapulse radar-embedded communication; multiobjective optimization paradigm; nonconvex multiobjective optimization; quadratic constraint; scalarization technique; signal-to-interference ratio; symbol error rate; vectorial problem; waveform interception; Backscatter; Correlation; Manganese; Optimization; Radar; Radar scattering; Receivers;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2015.140821