• United Kingdom

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Personal profile

Personal Statement

My research expertise is in Signal information Processing and Data Science, with focus on developing and applying time-series, signal information processing and machine learning tools to make sense of raw sensor data. This includes signal and data representation, processing, analysis, communications and management. My research is aligned with the University strategic research themes of Energy, Health & Well-Being and Measurement Science and Enabling Technologies.

I am also 1st year advisor of studies for the Computer and Electronic Systems degree at Strathclyde.

Expertise & Capabilities

Communications and Signal information processing, as applied to:

  • Energy and environment in smart buildings, e.g., load monitoring, load profiling and disaggregation, activity recognition
  • Motion capture and person-centric kinematrics analysis using portable depth and infrared camera systems
  • Micro-seismic event detection and analytics
  • Wireless sensor network solutions for civil infrastructure, such as predicting failure in earthworks (embankments and cuttings) and bridge/scour monitoring
  • Water consumption, treatment and infrastructure monitoring

Research Interests

  • Graphical-based inference
  • Graphical modelling of variables with probabilistic relationships
  • Model-fitting/system characterisation
  • Predicting energy demand at appliance level
  • Sensor deployment and data acquisition

Academic / Professional qualifications

  • Senior Member of the IEEE
  • Associate Editor IEEE Transactions on Signal Information Processing over Networks
  • UK Engineering and Physical Sciences Research Council (EPSRC) Peer Review college Member
  • European Science Foundation (ESF) College of Expert Reviewers Member

Teaching Interests

Current classes:

1st year Engineering Design for Software Development inc. Python programming

4th/5th year Information Transmission and Security, inc. Digital communications principles, channel coding

Education/Academic qualification

Doctor of Philosophy, School of Computing and Communications, Lancaster University

Bachelor of Engineering, Lancaster University

External positions

Editorial Board, Editorial Board of the IEEE Transactions on Signal and Information Processing over Networks

12 Feb 2018 → …

EPSRC Peer Review College Member , Engineering and Physical Sciences Research Council (EPSRC)

1 Apr 2010 → …

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Projects 2007 2023

Research Output 2001 2019

Automation enhancement and accuracy investigation of a portable single-camera gait analysis system

Yang, C., Ugbolue, U. C., McNicol, D., Stankovic, V., Stankovic, L., Kerr, A., Carse, B., Kaliarntas, K. T. & Rowe, P. J., 21 Jan 2019, In : IET Science, Measurement and Technology. p. 1-9 9 p.

Research output: Contribution to journalArticle

Open Access
File
gait
Gait analysis
systems analysis
automation
Automation

Can non-intrusive load monitoring be used for identifying an appliance's anomalous behaviour?

Rashid, H., Singh, P., Stankovic, V. & Stankovic, L., 9 Jan 2019, (Accepted/In press) In : Applied Energy. p. 1-32 32 p.

Research output: Contribution to journalArticle

Monitoring
monitoring
anomaly
Fault detection
energy

Thesis

Enhancing livestock and human health monitoring via analysis of electronic sensor data

Author: Sarkar, S., 1 Feb 2015

Supervisor: Stankovic, L. (Supervisor) & Andonovic, I. (Supervisor)

Student thesis: Doctoral Thesis

Multimedia motion analysis for remote health monitoring

Author: Yang, C., 1 Oct 2014

Supervisor: Stankovic, V. (Supervisor) & Stankovic, L. (Supervisor)

Student thesis: Doctoral Thesis

Prizes

Finalist of the World first 10K Best paper Award (Top 3%)

Minxiang Ye (Recipient), Cheng Yang (Recipient), Vladimir Stankovic (Recipient), Lina Stankovic (Recipient) & Samuel Cheng (Recipient), 12 Jul 2017

Prize: Prize (including medals and awards)

File
honors and awards
gait
developed countries
China

Activities 2007 2018

European Science Foundation (External organisation)

Stankovic, L. (Advisor)
19 Dec 201819 Dec 2021

Activity: MembershipMembership of council

IEEE Transactions on Signal and Information Processing over Networks (Journal)

Stankovic, L. (Editorial board member)
2018 → …

Activity: Publication peer-review and editorial workEditorial board member