Papers

Paper research Title 1:
Enhanced Faulty Node Detection using Interval Weighting Factor for Distributed System (Journal of Communication and Networks) (S) (Status: ED immediate Decision)

Title 2:
Deep-reinforcement Learning for Traffic Signal Optimization in Edge-based Traffic Control System
(Summer intensive) (Target journal: ELSEVIER Computer and Electricals Engineering)

Title 3:
Edge Computing Enabled Traffic Prediction using Fraction of Connected Vehicle (Winter Intensive)

Title 4:
Cooperative Computation of Hierarchical Edge Framework for Real-time Traffic Prediction
in Smart City (Thesis)

Last Week's Progress

Title 2:
Revised the related work.
Added simulation results, which are accuracy and delay time of TLCS.
Added sentences that the result can be used in the real environment.


Title 3:
- Add comparison result.
- Finish the performance evaluation and conclusion.
- Edit the introduction and recheck the overall contents.

Title 4:
- Edited the introduction, edge computing architecture and algorithm design.
- Added figures for each section.
- Added references of edge computing, ITS, and task offloading.
- Established the infrastructure simulation: docker windows as the edge node.

This Week Todo's

Title 2:
- Reduce the explanation of the traffic light system.
- Add more explanation of traffic light system optimization using deep reinforcement learning.
- Check and correct the whole section before submitting it.



Title 3:
- Ask Prof. permission.
- Submit the paper.

Title 4:
- Check and correct thesis writing.
- Do the simulation in the edge server and connected vehicle with docker desktop.
- Figure out the metrics: delay from vehicle to edge, vehicle to edge to vehicle, accuracy
metric, and estimated total travel time.
- Add more references.
- Simulate the simple traffic prediction to show the proposed system appropriate with the
real-time requirement.

Project Progress

Project 1: 3D printing, Project 2: Website management

Last Week's Project

Project 1:
made a connection between server and client application through python OPC UA.


Project 2:
Added some contents of the international conference on the new website.

This Week's Project

Project 1:
Study and implement the OPC UA that available in the LabView.


Project 2:
Added some contents of the international conference on the new website.

Monthly Goals

coding in the visual studio code using docker desktop as edge node.

Annual Goals

-Able to write at least one in a domestic conference.
-Able to write at least one in international conference and journal.