Apparatus and methods for calculating the behavior of linear structures
An object of the present disclosure is to enable behavior of a linear structure in water to be estimated. The present disclosure is an apparatus that: expresses at least one parameter in a plurality of discrete values, and forecasts behavior of a linear structure by using each of the discrete values; acquires behavior of the linear structure detected using an optical fiber; calculates a likelihood between the forecasted behavior of the linear structure and the acquired behavior of the linear structure; updates at least one of the plurality of discrete values on the basis of the likelihood; and calculates behavior of the linear structure by using the updated plurality of discrete values.
1 . An apparatus comprising:
an optical fiber sensor in which an optical fiber is arranged along a linear structure and configured to detect strain of the optical fiber; and
a processor configured to:
express at least one parameter in a plurality of discrete values for each predetermined length of the linear structure, and forecast behavior of the linear structure by using each of the discrete values;
acquire behavior of the linear structure detected using the optical fiber;
calculate a likelihood between the forecasted behavior of the linear structure and the acquired behavior of the linear structure;
update at least one of the plurality of discrete values on the basis of the likelihood; and
calculate behavior of the linear structure by using the updated plurality of discrete values,
wherein the likelihood is calculated based on an infinite product of a probability density function defined by an average value of a displacement in a rotation direction of the linear structure derived for each predetermined length, and a standard deviation of an observation error of the behavior of the linear structure detected by using the optical fiber,
wherein the behavior of the linear structure is acquired by calculating a deflection angle with respect to each unit length of the linear structure, on the basis of the strain detected by the optical fiber sensor.
2 . The apparatus according to claim 1 ,
wherein the optical fiber sensor detects the strain of a plurality of optical fibers arranged along the linear structure, and
calculates the deflection angle with respect to each unit length of the linear structure, on the basis of a difference in the strain per unit length of the plurality of optical fibers.
3 . The apparatus according to claim 1 ,
wherein the optical fiber sensor detects the strain of a plurality of cores included in a multi-core optical fiber arranged along the linear structure, and
calculates the deflection angle with respect to each unit length of the linear structure, on the basis of a difference in the strain per unit length of the plurality of cores.
4 . The apparatus according to claim 1 ,
wherein the forecasted behavior of the linear structure is displacement in a rotation direction with respect to each unit length of the linear structure, and
wherein the likelihood is calculated, on the basis of the forecasted displacement in the rotation direction with respect to each unit length of the linear structure and the calculated deflection angle with respect to each unit length of the linear structure.
5 . The apparatus according to claim 1 ,
wherein behaviors of the linear structure are forecasted by using the updated plurality of discrete values,
wherein weighting according to the likelihood is applied to the forecasted behaviors of the linear structure, and
wherein the behavior of the linear structure is calculated by taking an average of the weighted behaviors of the linear structure.
6 . A method, comprising:
providing an optical fiber sensor in which an optical fiber is arranged along a linear structure and configured to detect strain of the optical fiber;
expressing at least one parameter in a plurality of discrete values for each predetermined length of the linear structure, and forecasting behavior of the linear structure by using each of the discrete values;
acquiring behavior of the linear structure detected using the optical fiber;
calculating a likelihood between the forecasted behavior of the linear structure and the acquired behavior of the linear structure;
updating at least one of the plurality of discrete values on the basis of the likelihood; and
calculating behavior of the linear structure by using the updated plurality of discrete values,
wherein the likelihood is calculated based on an infinite product of a probability density function defined by an average value of a displacement in a rotation direction of the linear structure derived for each predetermined length, and a standard deviation of an observation error of the behavior of the linear structure detected by using the optical fiber,
wherein the behavior of the linear structure is acquired by calculating a deflection angle with respect to each unit length of the linear structure, on the basis of the strain detected by the optical fiber sensor.