Kumudu Munasinghe

Associate Professor

Accepting PhD Students

20052019
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Personal profile

Biography

Kumudu Munasinghe holds a PhD in Telecommunications Engineering from University of Sydney. He is currently the Associate Professor in Network Engineering, leader of the IoT Research Group at the Human Centred Research Centre, School of IT and Systems, Faculty of Science and Technology at the University of Canberra.

His research focuses on Next Generation Mobile and Wireless Networks, Internet-of-Things, Green Communication, Smart Grid Communications, and Cyber-Physical-Security. A/Professor Munasinghe has over 100 refereed publications with over 800 citations (H-index 16) in highly prestigious journals, conference proceedings and two books to his credit.

He has secured over $ 1.6 Million dollars in competitive research funding by winning grants from the Australian Research Council (ARC), the Commonwealth and State Governments, Department of Defence, and the industry. He has also won the highly prestigious ARC Australian Postdoctoral Fellowship, served as a co-chair for many international conferences, served as an editorial board member for a number of journals. A/Professor Munasinghe's research has been highly commended through many research awards including two VC's Research Awards and three IEEE Best Paper Awards.

He is currently a Member of the IEEE, a Charted Professional Engineer, an Engineering Executive and a Companion/Fellow Status of Engineers Australia. 

 

Education/Academic qualification

PhD, University of Sydney

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Long Term Evolution (LTE) Engineering & Materials Science
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Smart meters Engineering & Materials Science
Base stations Engineering & Materials Science
Heterogeneous networks Engineering & Materials Science
Wireless sensor networks Engineering & Materials Science
Communication Engineering & Materials Science
Resource allocation Engineering & Materials Science

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Projects 2013 2019

Research Output 2005 2019

  • 64 Conference contribution
  • 24 Article
  • 2 Editorial
  • 1 Foreword/postscript

A machine learning approach for intrusion detection in smart cities

Elsaeidy, A., Munasinghe, K. S., Sharma, D. & Jamalipour, A., 22 Sep 2019, 2019 IEEE 90th Vehicular Technology Conference, VTC 2019 Fall - Proceedings. Wang, L-C. & Uysal, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8891281. (IEEE Vehicular Technology Conference; vol. 2019-September).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Intrusion detection
Intrusion Detection
Learning systems
Machine Learning
Denial of Service
1 Citation (Scopus)

Energy-efficient inter-RAN cooperation for non-collocated cell sites with base station selection and user association policies

Hossain, M. F., Munasinghe, K. S. & Jamalipour, A., Jan 2019, In : Wireless Networks. 25, 1, p. 269-285 16 p.

Research output: Contribution to journalArticle

Base stations
Energy conservation
Telecommunication traffic
Energy efficiency
Wireless networks
2 Citations (Scopus)

Intrusion detection in smart cities using Restricted Boltzmann Machines

ELSAEIDY, A., MUNASINGHE, K., SHARMA, D. & JAMALIPOUR, A., 2019, In : Journal of Network and Computer Applications. 135, p. 76-83 8 p.

Research output: Contribution to journalArticle

Intrusion detection
Smart meters
Smart sensors
Classifiers
Smart city
Base stations
Energy efficiency
Network performance
Switches
2 Citations (Scopus)

Blockchain in IoT Security: A Survey

Alkurdi, F., Elgendi, I., Munasinghe, K. S., Sharma, D. & Jamalipour, A., 21 Nov 2018, 2018 28th International Telecommunication Networks and Applications Conference, ITNAC 2018. IEEE, Institute of Electrical and Electronics Engineers, 8615409. (2018 28th International Telecommunication Networks and Applications Conference, ITNAC 2018).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Finance
Industry
Internet of things