Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/150800
Title: Indoor autonomous robot navigation based on semantic information and sequential directional commands
Authors: Heng, Kuan Kian
Keywords: Engineering::Mechanical engineering::Robots
Issue Date: 2021
Publisher: Nanyang Technological University
Source: Heng, K. K. (2021). Indoor autonomous robot navigation based on semantic information and sequential directional commands. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/150800
Project: B367
Abstract: This work proposes a Semantic Instructional-based map-less autonomous navigation system in indoor corridor environment based on Junction Detections and a set of Sequential Instructions given by a human. This contribution brings forth the interactions between an agent and a human, to employ on the collaborations to complete a navigation mission. A set of Sequential Instructions is given prior to the navigation task. With the knowledge of junction recognition and each specific executable action at each junction, the agent has the capability to navigate in any corridor environment, from small to large areas. The system architecture comprises of: “Environmental Processing”, “Junction Detection” and “Decision Making and Semantic Path Planning”. Extensive studies have shown some remarkable pointers in our approach such as: generalization in unseen environments, map-less navigation in large area environments and real-time algorithms. Experimental results present the robustness in the performance on a real robot in real-world environments.
URI: https://hdl.handle.net/10356/150800
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:MAE Student Reports (FYP/IA/PA/PI)

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