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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

1 Apr 2010 → …

Fingerprint Dive into the research topics where Lina Stankovic is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Projects 2007 2023

Research Output 2001 2019

A generic optimisation-based approach for improving non-intrusive load monitoring

He, K., Jakovetic, D., Zhao, B., Stankovic, V., Stankovic, L. & Cheng, S., 1 Nov 2019, In : IEEE Transactions on Smart Grid. 10, 6, p. 6472-6480 9 p.

Research output: Contribution to journalArticle

Open Access
Heuristic methods
Analytical models

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. & Rowe, P. J., 30 Jun 2019, In : IET Science, Measurement and Technology. 13, 4, p. 563-571 9 p.

Research output: Contribution to journalArticle

Open Access
Gait analysis
systems analysis


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

Fast blind adaptive equalisation for multiuser CDMA systems

Author: Daas, A., 1 Oct 2009

Supervisor: Weiss, S. (Supervisor) & Stankovic, L. (Supervisor)

Student thesis: Doctoral Thesis


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)

honors and awards
developed countries

Activities 2007 2019

External examiner for Megha Gaur, PhD Candidate, IIIT New Delhi, India

Lina Stankovic (Examiner)
16 Oct 2019

Activity: Examination typesExamination

European Science Foundation (External organisation)

Lina Stankovic (Member)
19 Dec 201819 Dec 2021

Activity: Membership typesMembership of peer review panel or committee