Profile image of Anuroop Gaddam

Dr Anuroop Gaddam

STAFF PROFILE

Position

Lecturer, IT Management

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Qualifications

Doctor of Philosophy, Massey University, 2012

Biography summary

I am a Lecturer in Information Technology Management and also serve as the Course Director of Information Technology Management. I completed my PhD in Electronics, Information & Communication Engineering from Massey University, New Zealand in 2012. During my doctoral studies, I was fortunate to receive a full scholarship from Massey University to pursue research in the Design & Development of Wireless Sensor Network Based Smart Home for Elder Care. My work in this area garnered international recognition, leading to multiple prestigious awards.

Prior to my PhD, I earned my Bachelor of Technology degree in Electronics & Instrumentation Engineering from Jawaharlal Nehru Technological University, India, followed by a Post Graduate degree in Information & Telecommunication Engineering from Massey University, New Zealand.

Throughout my career, I have made significant contributions to various journals, conferences, and book chapters, with an H-index of 17. My research interests span a broad spectrum of topics, including the Internet of Things and cyber-physical systems, federated learning, industry 4.0, cloud computing, smart IoT monitoring systems for health informatics, and the development of Machine Learning techniques for sensor fault detection, outlier detection, and predictive analysis.

Career highlights

  1. Successfully led the acquisition of principal approval and secured a grant worth AU $68K under the Scheme for Promotion of Academic & Research Collaboration (SPARC), an esteemed initiative by the Government of India.
  2. Coordinated a successful strategic co-funding grant with Energy Safe Victoria [AU $12K].
  3. Received the Best Paper Award at an international sensors conference for groundbreaking research on detecting sensor faults, anomalies, and outliers in the Internet of Things.
  4. Exceptional supervision of research projects resulted in winning the prestigious Australian Information Industry Association (AIIA) - iAward.
  5. Successfully led a project titled "Detecting Sensor Faults and Outliers in the Industrial Internet of Things" in collaboration with the mining industry South32.
  6. Developed units and courses aligned with current IT industry standards, ensuring students are equipped with relevant and up-to-date knowledge and skills.

Research interests

  • Internet of Things (IoT)
  • Designing and developing IoT based monitoring system for health informatics
  • Developing Machine Learning techniques for sensor faults, outlier detection & predictive analysis.
  • Designing & developing smart sensors.
  • Cultural-based eLearning with evolving tools and techniques

Units taught

SIT794 - Services Management

SIT714 - Enterprise Systems and Management

SIT726 - Information Technology Innovations and Entrepreneurship

SIT723 - SIT724 - Research Training and Project A & B (Supervision)

SIT782 - Team Project (B) - Execution and Delivery (Capstone)

SIT752 - Introduction to Information Technology Professional Practice

SIT317 - Information Technology Innovations and Entrepreneurship

Knowledge areas

  • Internet of Things (IoT)
  • Designing and developing IoT based monitoring system for health informatics
  • Developing Machine Learning techniques for sensor faults, outlier detection & predictive analysis.
  • Designing & developing smart sensors

Publications

Filter by

2024

Towards quantum-secure software defined networks

M Nosouhi, K Sood, V Chamola, J Jeong, A Gaddam

(2024), Vol. 5, pp. 66-71, IET Quantum Communication, London, Eng., C1

journal article
2023

Detecting Sensor Faults and Outliers in Industrial Internet of Things

Anuroop Gaddam, Vinodha Govender

(2023), Vol. 1035, pp. 183-200, Sensing Technology: Proceedings of ICST'15, Cham, Switzerland, B1

book chapter

Early Detection Framework for Gait Disorders Using an IoT LiDAR-Based Monitoring System in Outdoor Spaces

A Gaddam, N Suryadevara, D Thiruvady

(2023), pp. 1-6, ICST 2023 : Proceedings of the 16th International Conference on Sensing Technology, Hyderabad, India, E1

conference
2021

Accurate Detection of IoT Sensor Behaviors in Legitimate, Faulty and Compromised Scenarios

K Sood, M Nosouhi, N Kumar, A Gaddam, B Feng, S Yu

(2021), pp. 1-13, IEEE Transactions on Dependable and Secure Computing, Piscataway, NJ, C1

journal article
2020

Detecting sensor faults, anomalies and outliers in the internet of things: A survey on the challenges and solutions

A Gaddam, T Wilkin, M Angelova, J Gaddam

(2020), Vol. 9, Electronics (Switzerland), C1

journal article

Innovative and assistive ehealth technologies for smart therapeutic and rehabilitation outdoor spaces for the elderly demographic

B Marques, J McIntosh, A Valera, A Gaddam

(2020), Vol. 4, pp. 1-21, Multimodal Technologies and Interaction, C1

journal article
2019

Anomaly detection models for detecting sensor faults and outliers in the iot-a survey

A Gaddam, T Wilkin, M Angelova

(2019), pp. 1-6, ICST 2019 : Proceedings of the 13th International Conference on Sensing Technology, Sydney, New South Wales, E1

conference

Design and development of IoT based rehabilitation outdoor landscape for gait phase recognition

A Gaddam, T Wilkin, M Angelova, A Valera, J McIntosh, B Marques

(2019), pp. 1-7, ICST 2019 : Proceedings of the 13th International Conference on Sensing Technology, Sydney, New South Wales, E1

conference
2018

Using culturally relevant game-based education strategy

Anuroop Gaddam, Karsten Lundqvist

(2018), pp. 1-8, AAEE 2018 : The future engineer: accounting for diversity : Proceedings of the 29th Australasian Association for Engineering Education Conference 2018, Hamilton, N.Z., E1-1

conference

Culturally relevant approach to encourage school children learn computer science concepts

A Gaddam, K Lundqvist, H McRae

(2018), pp. 6-10, LaTiCE 2018 : Proceedings of the 2018 6th International Conference on Learning and Teaching in Computing and Engineering, Auckland, N.Z., E1-1

conference
2017

IoT and wireless sensor network for interactive waka structure

A Gaddam, K Lundqvist, J Citizen, D Calixto

(2017), pp. 1-4, ICST 2017 : Proceedings of the 2017 Eleventh International Conference on Sensing Technology, Sydney, N.S.W., E1-1

conference

IoT and Wireless Sensor Network for Interactive Waka Structure

A Gaddam, K Lundqvist, J Citizen, D Calixto

(2017), pp. 282-285, ICST 2017 : Proceedings of the 11th International Conference of Sensing Technology, Sydney, New South Wales, E1-1

conference
2014

Designing a wireless sensors network for monitoring and predicting droughts

A Gaddam, M Al-Hrooby, W Esmael

(2014), Vol. 7, International Journal on Smart Sensing and Intelligent Systems, Liverpool, UK, E1-1

conference
2013

Sensors for smart homes

A Gaddam, G Gupta, S Mukhopadhyay

(2013), pp. 130-156, Human behavior recognition technologies: intelligent applications for monitoring and security, Hershey, Pa., B1-1

book chapter
2012

Wireless sensors network based safe home to care elderly people: behaviour detection

N Suryadevara, A Gaddam, R Rayudu, S Mukhopadhyay

(2012), Vol. 186, pp. 277-283, Sensors and actuators a: physical, Amsterdam, The Netherlands, C1-1

journal article
2011

Elder care based on cognitive sensor network

A Gaddam, S Mukhopadhyay, G Gupta

(2011), Vol. 11, pp. 574-581, IEEE sensors journal, Piscataway, N.J., C1-1

journal article

Wellness determination of inhabitant based on daily activity behaviour in real-time monitoring using sensor networks

N Suryadevara, A Gaddam, S Mukhopadhyay, R Rayudu

(2011), pp. 474-481, ICST 2011 : Proceedings of the 5th International Conference on Sensing Technology, Palmerston North, N.Z., E1-1

conference

Wireless sensors network based safe home to care elderly people: behaviour detection

N Suryadevara, A Gaddam, R Rayudu, S Mukhopadhyay

(2011), Vol. 25, pp. 96-99, EurosensorsXXV : Proceedings of the 25th Eurosensors Conference 2011, Athens, Greece, E1-1

conference

Trial & experimentation of a smart home monitoring system for elderly

A Gaddam, S Mukhopadhyay, G Gupta

(2011), pp. 1-6, I2MTC 2011 : Proceedings of the 2011 IEEE Instrumentation and Measurement Technology Conference, Binjiang, China, E1-1

conference
2010

Determination of sleep quality of inhabitant in a smart home using an intelligent bed sensing system

A Gaddam, K Kaur, G Sen Gupta, S Mukhopadhyay

(2010), pp. 1613-1617, l2MTC 2010 : Proceedings of the 2010 IEEE International Instrumentation and Measurement Technology Conference, Austin, Tex., E1-1

conference

Towards the development of a cognitive sensors network-based home for elder care

A Gaddam, S Mukhopadhyay, G Sen Gupta

(2010), pp. 484-491, ICWMC 2010 : Proceedings of the 6th International Conference on Wireless and Mobile Communications, Valencia, Spain, E1-1

conference

Intelligent bed sensor system: design, expermentation and results

A Gaddam, S Mukhopadhyay, G Sen Gupta

(2010), pp. 220-225, SAS 2010 : Proceedings of the 2010 IEEE Sensors Applications Symposium, Limerick, Ireland, E1-1

conference
2009

Smart home for elderly care using optimized number of wireless sensors

A Gaddam, S Mukhopadhyay, G Gupta

(2009), pp. 1-4, Codec - 2009 : Proceedings of the 4th International Conference on Computers and Devices for Communication, Kolkata, India, E1-1

conference

Smart home using optimized number of wireless sensors for elderly care

A Gaddam, S Mukhopadhyay, G Sen Gupta

(2009), pp. 1-4, AEMC 2009 : Proceedings of the 2009 Applied Electromagnetics Conference, Kolkata, India, E1-1

conference

Selection and optimization of wireless sensors in a smart digital home for the elderly

A Gaddam, K Kaur, S Mukhopadhyay, G Gupta

(2009), pp. 1382-1386, IEEE SENSORS 2009 : Proceedings of the 8th IEEE Sensors Conference 2009, Christchurch, N.Z., E1-1

conference
2008

Development of a smart home for elder-people based on wireless sensors

Anuroop Gaddam, Subhas Mukhopadhyay, Gourab Gupta

(2008), Vol. 20, pp. 361-379, Smart sensors and sensing technology, Berlin, Germany, B1-1

book chapter

Wireless sensors for home monitoring - a review

Subhas Mukhopadhyay, Anuroop Gaddam, Gourab Gupta

(2008), Vol. 1, pp. 32-39, Recent patents on electrical engineering, Beijing, China, C1-1

journal article

Development of a bed sensor for an integrated digital home monitoring system

A Gaddam, S Mukhopadhyay, G Sen Gupta

(2008), pp. 33-38, MeMeA 2008 : Proceedings of the IEEE International Workshop on Medical Measurements and Applications 2008, Ottawa, Ont., E1-1

conference

Implementation of wireless sensors based home monitoring system

G Gupta, A Gaddam, S Mukhopadhyay

(2008), pp. 1332-1335, IEEE SENSORS 2008 : Proceedings of the 7th IEEE Sensors Conference 2008, Lecce, Italy, E1-1

conference

Integrating a bed sensor in a smart home monitoring system

A Gaddam, S Mukhopadhyay, G Sen Gupta

(2008), pp. 518-521, I²MTC 2008 : Proceedings of the 2008 IEEE Instrumentation and Measurement Technology Conference, Victoria, B.C., E1-1

conference

Wireless sensors networks based monitoring: review, challenges and implementation issues

A Gaddam, S Mukhopadhyay, G Sen Gupta, H Guesgen

(2008), pp. 533-538, ICST 2008 : Proceedings of the 3rd International Conference on Sensing Technology, Tainan, Taiwan, E1-1

conference

Necessity of a bed-sensor in a smart digital home to care for elder-people

A Gaddam, S Mukhopadhyay, G Gupta

(2008), pp. 1340-1343, IEEE SENSORS 2008 : Proceedings of the 7th IEEE Sensors Conference 2008, Lecce, Italy, E1-1

conference

Funded Projects at Deakin

Other Public Sector Funding

Predicting ground fire incidents using AI and statistical methods.

Dr Thanh Thi Nguyen, Dr Jonathan Kua, Dr Anuroop Gaddam

Energy Safe Victoria

  • 2022: $10,425

Industry and Other Funding

SummerTech Live Program 2024

Dr Mohamed Reda Bouadjenek, Dr Sunil Aryal, Dr Michael Hobbs, Dr Anh Dinh, Dr Anuroop Gaddam, Dr Muna Al-Hawawreh, Dr Aaron Spence, Dr Imali Dias

Victorian Chamber of Commerce and Industry

  • 2024: $77,500
  • 2023: $27,500

Supervisions

Principal Supervisor
2023

Iram Jawad

Thesis entitled: Detecting Anomalous Network Behaviors using Deep Learning and Data Analytics

Master of Science (Information Technology), School of Information Technology