May 17, 2026
Detection Method of Cable Pitch Defects The optical cable pitch defect detection method has two core parts: data acquisition and a mirror iteration algorithm. The visual information acquisition unit is
May 29, 2026
Therefore, this paper proposes power optical cable communication transmission optimization and performance measurement technology based on meta-learning dynamic selection
Oct 06, 2025
Optical Cable Path Planning Algorithm Based on Deep Reinforcement Learning Abstract: Traditional automatic path planning algorithm has the problem of missing data of optical cable vector length,
May 14, 2026
This study focuses on event detection algorithms based on OTDR analysis and analyzes and verifies the two-point method and wavelet analysis method and selects appropriate wavelet
May 30, 2026
Submarine cable is a crucial infrastructure for international communications, and its cost and survivability are two key factors that must be considered at its design phase. In this paper, we
Feb 19, 2026
The proposed approach offers a reliable and efficient method for cable fault analysis, contributing to improved maintenance and reduced
Nov 03, 2025
An Optical Domain Time Reflector (OTDR) is a pivotal device for tracking faults in optical cables. Its working principle is based on the use of Rayleigh scattering and Fresnel reflection techniques to
Jul 05, 2026
To address the issues of ambiguous fault type identification, unbalanced samples, and insufficient model generalization capability in distribution network optical cable event detection, this paper proposes an
Aug 29, 2025
Therefore, we use SCA as the cold-start algorithm of CMMA, so that the result of equalization can have the advantages of being both algorithms. We apply the proposed new
Apr 25, 2026
The experimental results show that the optical cable online monitoring method designed based on optical signal reconstruction algorithm and wavelength conversion has good monitoring results,
Sep 04, 2025
To evaluate the performance of automated path-planning methods, we compare them based on two main criteria: (1) the total weighted cost which is a combined measure of various costs
Jan 12, 2026
Fiber optic communication is the primary communication method in large backbone power communication networks. The fiber optic network is carried on power communication optical cables,
May 03, 2026
The kinematic characteristics of optical cable were programmed with the simplex method, and the optimal acceleration, uniform speed and deceleration distance were obtained corresponding to the
Mar 21, 2026
A mathematical model that integrates cascaded dual deep convolutional networks and iterative approximation algorithms based on deep learning technology is proposed for defect detection of
Jun 20, 2026
The optical cable pitch defect detection method proposed in this paper is shown in Fig. 3, which is divided into two core parts: step1 represents the data acquisition part, step2-step5 is the
Nov 19, 2025
This work aims to provide a review of the route planning and optimization tools for optical networks from optimization algorithms to their evaluation approaches. Optical networks are
Oct 09, 2025
This type of deep integration allows distributed sensing to utilize the optical fiber communication cable, wavelength channel, optical signal and
Apr 25, 2026
Hier sollte eine Beschreibung angezeigt werden, diese Seite lässt dies jedoch nicht zu.
Nov 30, 2025
To improve the long-term reliability and sensitivity of the sensing system, a novel method for cable joint monitoring based on implanting optical
May 22, 2026
Building upon the pioneering digital twinning concept and advanced optical fiber sensing technique, this work introduced novel scheme and algorithm to solve the problem of the real-time
Nov 04, 2025
Although back-migration earthquake detection methods already exist, a number of modifications are required to include fibreoptic data sets and optimize the algorithm.
Jan 28, 2026
Traditional automatic path planning algorithm has the problem of missing data of optical cable vector length, which leads to the slow search speed of the algorithm. Combined with the actual withstand
Feb 08, 2026
Semantic Scholar extracted view of "Online defect detection method of optical cable pitch based on machine vision technology and deep learning algorithms" by Shihao Gou et al.
Jul 07, 2026
Optimization Configuration Method for Fiber Optic Cable Networks Based on MC-NSGA-II Algorithm in Random Failure Mode Abstract: This article studies the load optimization configuration problem of
May 22, 2026
This study introduces a multi-point optical flow cable force measurement method based on Euler motion amplification to address challenges
Dec 28, 2025
The innovation of this method proposes optimizations in terms of hardware, establishes a three-dimensional full-angle scanning system for the non-metallic armoured Optical-electrical cable,
Mar 01, 2026
Abstract: As 5G, computing-power networks and the “East-Data-West-Computing” strategy move from vision to large-scale deployment, the core layer of optical transport networks is being squeezed as
We Look Forward to Working with You