The invention provides an autonomous
underwater vehicle (AUV) field source searching method and
system based on
gradient estimation, and belongs to the field of
control engineering and optimization. The method comprises the steps of constructing an AUV field source searching optimization model, determining the model of the AUV according to the searching task of the field source, installing a plurality of identical sensors; the AUV starting the field source searching from an initial position, and if the current position
signal field intensity is larger than a preset
field intensity threshold value, performing field source
gradient estimation at the current moment, and determining whether the AUV reaches a field source position or not according to the
gradient estimation result; and if the AUV does not reach the position of the field source, carrying out
motion control on the AUV by utilizing the gradient
estimation, the AUV moving to a new current position according to the control inputat the current moment, and repeating the process until the position of the field source is reached. According to the method and
system, field source searching is carried out through gradient
estimation for the first time, and an AUV still approaches the position of the field source at a preset posture and a height under the condition that the gradient is not accurate in the
optimization problem.