{"id":21051,"date":"2026-09-30T17:31:03","date_gmt":"2026-09-30T09:31:03","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/edic\/?page_id=21051"},"modified":"2026-09-30T17:31:03","modified_gmt":"2026-09-30T09:31:03","slug":"robotic-teleop","status":"publish","type":"page","link":"https:\/\/cde.nus.edu.sg\/edic\/projects\/innovating-for-smarter-living\/robotic-teleop\/","title":{"rendered":"Haptic synchronisation for robotic teleoperation"},"content":{"rendered":"\n<h2>\n\t\t\tHaptic synchronisation for robotic teleoperation\t<\/h2>\n\t<p>Learning to operate a robotic surgical system requires surgeons to develop precise control of instruments in three-dimensional space while working from a two-dimensional display. However, novice doctors currently lack a systematic training approach for developing this skill on actual robotic surgery systems, particularly for depth perception and movement. This project investigates whether haptic guidance can provide a more effective way of developing these skills.<\/p>\n<p>The team developed a haptic training platform using a Phantom Omni device and Unity simulation, in which trainees navigate a virtual surgical instrument towards a target anatomy while avoiding critical structures. Three training approaches were compared: self-directed practice, pre-recorded waypoint guidance and real-time expert-driven haptic correction.<\/p>\n<p>Results showed that real-time expert-driven haptic correction significantly improved task speed compared with self-directed training, while pre-recorded waypoint guidance did not. However, improvements in speed were accompanied by reduced precision, revealing a speed-accuracy trade-off. These findings suggest that one-way haptic guidance alone may be insufficient and point towards bilateral haptic coupling, where expert and trainee can feel each other&#8217;s movements, as a promising direction for developing more effective collaborative training for robotic surgery.<\/p>\n\t<h3>Project Team<\/h3>\n<h4>Students:<\/h4>\n<ul>\n<li>Lu Bingyuan (Computer Engineering, Class of 2026)<\/li>\n<li>Matthew Kurniawan (Biomedical Engineering, Class of 2026)<\/li>\n<\/ul>\n<h4>Supervisor:<\/h4>\n<ul>\n<li>Dr Cai Shaoyu (<a href=\"mailto:shao.cai@nus.edu.sg\">shao.cai@nus.edu.sg<\/a>)<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/edic\/wp-content\/uploads\/sites\/37\/2026\/09\/DSC01307-resized-1024x684.png\" alt=\"\" width=\"1024\" height=\"684\" \/><\/p>\n<figure>\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/edic\/wp-content\/plugins\/bb-plugin\/img\/pixel.png\" alt=\"\" loading=\"lazy\" \/>\n\t<\/figure>\n\n","protected":false},"excerpt":{"rendered":"<p>Haptic synchronisation for robotic teleoperation Learning to operate a robotic surgical system requires surgeons to develop precise control of instruments in three-dimensional space while working from a two-dimensional display. However, novice doctors currently lack a systematic training approach for developing this skill on actual robotic surgery systems, particularly for depth perception and movement. This project [&hellip;]<\/p>\n","protected":false},"author":171,"featured_media":0,"parent":257,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-21051","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/21051","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/users\/171"}],"replies":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/comments?post=21051"}],"version-history":[{"count":2,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/21051\/revisions"}],"predecessor-version":[{"id":21057,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/21051\/revisions\/21057"}],"up":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/257"}],"wp:attachment":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/media?parent=21051"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}