The invention relates to the field of
underwater acoustic communication and detection, in particular to a waveform optimization method and
system for an
underwater acoustic detection and communication integrated
system. According to the method, a constant modulus phase is taken as a constraint, a reserved
subcarrier phase is taken as an optimization variable, and a multi-objective function for joint optimization of a peak-to-average
power ratio and a non-periodic autocorrelation integral sidelobe ratio is constructed; a
population is initialized, an objective function is evaluated, and a parent
population is obtained through non-dominated sorting and
crowding distance calculation; generating filial generations through selection,
crossover and variation, combining the filial generations with the parent generations, and updating sorting and
crowding distance to maintain
population diversity; introducing a local
gradient descent refinement mechanism, carrying out gradient iteration adjustment on an optimized individual under a constant modulus phase condition, and adaptively adjusting a
crossover probability, a
mutation probability and a
phase variation scale according to a diversity
evaluation result; and outputting a
Pareto optimal solution set after the maximum number of iterations is reached, and obtaining an optimized sounding and communication integrated
orthogonal frequency division multiplexing signal, so that the
underwater communication and detection comprehensive performance can be effectively improved.