Course ID: | CSCI 8530. 4 hours. |
Course Title: | Advanced Topics in Robotics |
Course Description: | This is primarily a research-oriented and seminar-style course
covering topics of robotics in field and service industries,
urban search and rescue, and applications in nuclear environments
and logistics. It enables students to understand, devise, and
solve problems in advanced robotics applications. |
Oasis Title: | Advanced Topics in Robotics |
Prerequisite: | CSCI(ARTI) 4530/6530 and (CSCI 4500/6500 or CSCI 1730) or permission of department |
Semester Course Offered: | Not offered on a regular basis. |
Grading System: | A-F (Traditional) |
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Course Objectives: | Robotics has become one of the key interdisciplinary research
areas resulting in the growth of intelligent and connected
vehicles taking our service, logistics, entertainment,
industrial, and transportation infrastructures. Especially,
networked robots play an increasingly important role in
several applications such as field and service robotics, urban
search and rescue (USAR) during accidents and disasters (like
the ones in Fukushima nuclear disaster), robotics in nuclear
environments (e.g., at CERN), unmanned monitoring, survey and
securing of large complex environments, and multipurpose
mobile sensor networks. Therefore, it is important to
understand the robotics literature and advance it through
research and survey in the field and service robotics, rescue
robotics, etc., which are the main objectives of this course.
This course will primarily be research oriented, with most
lectures presented in a seminar-type format, and there will be
a small simulation/hardware project assignment. First, the
instructor will present the initial few lectures and cover
the fundamental concepts in field robotics. In turn, each
student will present the analysis of a research paper selected
from top robotics conferences or relevant journals. All
participants will be required to write a short review of the
assigned readings before each lecture. In addition, the course
requires each student to formulate and address a relevant
research problem in networked robotic systems through
simulation/hardware experiments either individually or in
teams (depending on the course enrollment). The analysis of the
chosen research problem, proposed solution, and experimental
evaluation should be completed and reported in a conference-
style paper by the end of the term (this is the equivalent of
the final exam).
Criteria for evaluation are given below:
Class Participation and Homework = 20%
Paper Reviews = 10%
Paper Presentations = 25%
Research Project = 45%
Textbooks: There is no textbook required. The course requires
reading research papers, which are available online through
UGA subscription network. |
Topical Outline: | Topics to be covered:
•Field and service robotics, including applications in
healthcare
•Robotics in nuclear environments
•Robotics in logistics and warehousing
•Search and rescue robotics
•Challenges in sensing and perception in field robotic
applications
•Challenges in communication aspects in field robots
•Coordinated mapping of environments using multi-robot systems
•Other applications of unmanned robots |