This invention belongs to the field of integrated navigation technology, specifically relating to a non-holonomic constraint-assisted SINS / EML integrated navigation method, program, device, and storage medium. This invention utilizes measurement information from accelerometers and strapdown inertial navigation systems to calculate the ship's lateral acceleration and determine its motion state. For ships in a straight-ahead state, it fully leverages the strapdown inertial navigation calculation information and non-holonomic constraint methods to extract electromagnetic log measurement information, expanding the ship's bow-
stern one-dimensional velocity to three dimensions before performing integrated navigation filtering, thus improving the accuracy of the electromagnetic log-assisted strapdown
inertial navigation system. For ships in a maneuvering state, it reconstructs the
measurement equations based on the electromagnetic log measurement characteristics, reducing the
impact of ship sideslip on navigation accuracy. This invention requires no additional equipment, has certain
engineering application value, and is applicable to the field of electromagnetic log speed-assisted strapdown inertial navigation technology.