Papers

Title 1: Secured Framework for Safety Messages Verification in Vehicular Networks Using Machine Learning.

Title 2: Thermal Array Sensor Resolution Aware Activity Recognition Using CNN.

Title 3: IoT Sensor Resolution-Aware Deep Learning Model for Emergency Communication in Smart Home

Title 4: Basic Safety Messages Authentication System for Connected Vehicles using a Novel Hyper-Tuned Ensemble Algorithm

Title 5: A Comparative Analysis of CNN Deep Learning for Activity Detection and Emergency Care Using Low-Resolution Infrared Array Sensor (Project)

Title 6: Tentative for winter intensive

Last Week's Progress

Title 2: Final copy submitted, To register for conference (ICOIN)
Title 3: Under Review
Title 4: With Editor
Title 5: Complete system model and update performance evaluation section
Title 6: Continue brainstorming for the "Winter Intensive” road map

This Week Todo's

Title 1: Under Review (IEEE Vehicular Technology)
Title 2: Resubmitted to ICAIIC
Title 3: Submitted to ICC (Under Review)
Title 4: Submitted to ICT Express (Under Review)
Title 6: Literature Review and more study

Project Progress

Human Activity Recognition using Integrated Thermal Array, UWB, Vibration Sensor for Smart Factory Application

Last Week's Project

Title 5:
(i) To work on related works section and Submit to ICAIIC 2022
(ii) Integrated the UWB sensor on Jetson Nano for Dataset collection
(iii) Continue brainstorming ideas on dataset collection scenario for integrating Thermal, UWB, and vibration sensor on Jetson Nano
(iv) Study the UWB sensor product specification in details
(v) Paper Review:
(1) Physical Activity Recognition With Statistical-Deep Fusion Model Using Multiple Sensory Data for Smart Health
(2) Human Falling Detection Algorithm Based on Multisensor Data Fusion with SVM

This Week's Project

(i) Dataset collection and labeling for collected human activity recognition and emergency care dataset
(ii) UWB Sensor progress on Jetson Nano: Breathing and Movement dataset collection
(iii) Thermal sensor and UWB sensor integration on Jetson nano and dataset collection
(iii) Complete project research note and final report

Monthly Goals

(i) Make Substantial progress for WInter intensive writing toward next journal writing
(ii) Learn about Reinforcement and Transfer learning
(iii) Study about reliability requirement for Vehicular systems and network

Annual Goals

1. Attend at least two Domestic Conferences (Done)
2. Attend at least two International Conference (Done)
3. Submit two International Journals (Done)