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Research Output 2001 2019

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Article
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
File
Monitoring
Heuristic methods
Processing
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
File
gait
Gait analysis
systems analysis
automation
Automation
4 Citations (Scopus)

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

Rashid, H., Singh, P., Stankovic, V. & Stankovic, L., 15 Mar 2019, In : Applied Energy. 238, p. 796-805 10 p.

Research output: Contribution to journalArticle

Monitoring
monitoring
anomaly
Fault detection
energy

Distinct feature extraction for video-based gait phase classification

Ye, M., Yang, C., Stankovic, V., Stankovic, L. & Cheng, S., 19 Sep 2019, In : IEEE Transactions on Multimedia. 13 p.

Research output: Contribution to journalArticle

Open Access
File
Feature extraction
Patient rehabilitation
Gait analysis
Image acquisition
Image analysis

Factors that contribute to the use of stroke self-rehabilitation technologies: a review

Vourganas, I., Stankovic, V., Stankovic, L. & Kerr, A., 15 Aug 2019, 4, 1, 17 p., e13732.

Research output: Contribution to journalArticle

Open Access
File
Patient rehabilitation
Health care
Learning systems
Visualization
Costs

On-chip Fourier-transform spectrometers and machine learning: a new route to smart photonic sensors

Herrero-Bermello, A., Li, J., Khazaei, M., Grinberg, Y., Vellasco, A. V., Vachon, M., Cheben, P., Stankovic, L., Stankovic, V., Xu, D-X., Schmid, J. H. & Alonso-Ramos, C., 4 Nov 2019, (Accepted/In press) In : Optics Letters. 5 p.

Research output: Contribution to journalArticle

machine learning
learning
chips
routes
photonics
2018
3 Citations (Scopus)

Appliance electrical consumption modelling at scale using smart meter data

Murray, D. M., Stankovic, L., Stankovic, V. & Espinoza-Orias, N. D., 20 Jun 2018, In : Journal of Cleaner Production. 187, p. 237-249 13 p.

Research output: Contribution to journalArticle

Open Access
File
Smart meters
Cooking
food
life cycle
Life cycle
6 Citations (Scopus)

Improving event-based non-intrusive load monitoring using graph signal processing

Zhao, B., He, K., Stankovic, L. & Stankovic, V., 20 Sep 2018, In : IEEE Access. p. 1-15 15 p.

Research output: Contribution to journalArticle

Open Access
File
Signal processing
Monitoring
Smart meters
Electric power utilization
Electricity
38 Citations (Scopus)

Non-intrusive load disaggregation using graph signal processing

He, K., Stankovic, L., Liao, J. & Stankovic, V., 31 May 2018, In : IEEE Transactions on Smart Grid. 9, 3, p. 1739-1747 9 p.

Research output: Contribution to journalArticle

Open Access
File
Signal processing
Monitoring
Hidden Markov models
Decision trees
Simulated annealing
1 Citation (Scopus)

Optimal detection and error exponents for hidden semi-Markov models

Bajović, D., He, K., Stanković, L., Vukobratović, D. & Stanković, V., 31 Oct 2018, In : IEEE Journal on Selected Topics in Signal Processing. 12, 5, p. 1077-1092 16 p.

Research output: Contribution to journalArticle

Open Access
File
Time switches
Markov processes
Modulation
Computer simulation
2 Citations (Scopus)

Shift-enabled graphs: graphs where shift-invariant filters are representable as polynomials of shift operations

Chen, L., Cheng, S., Stankovic, V. & Stankovic, L., 30 Sep 2018, In : IEEE Signal Processing Letters. 25, 9, p. 1305-1309 5 p.

Research output: Contribution to journalArticle

Open Access
File
Polynomials
Filter
Polynomial
Invariant
Graph in graph theory
2017
30 Citations (Scopus)
Open Access
File
Longitudinal Study
longitudinal study
Smart meters
energy
Smart Home
8 Citations (Scopus)

Estimating heart rate and rhythm via 3D motion tracking in depth video

Yang, C., Cheung, G. & Stankovic, V., 1 Jul 2017, In : IEEE Transactions on Multimedia. 19, 7, p. 1625-1636 13 p.

Research output: Contribution to journalArticle

Open Access
File
Restoration
Oximeters
Signal analysis
Biometrics
Power spectrum
7 Citations (Scopus)

Sleep apnea detection via depth video and audio feature learning

Yang, C., Cheung, G., Stankovic, V., Chan, K. & Ono, N., 1 Apr 2017, In : IEEE Transactions on Multimedia. 19, 4, p. 822-835 15 p.

Research output: Contribution to journalArticle

Open Access
File
Flickering
Classifiers
Video recording
Sleep
Image compression
2016
16 Citations (Scopus)
Open Access
File
Patient rehabilitation
Kinematics
Cameras
Gait analysis
Optical systems
3 Citations (Scopus)

Analysis on tailed distributed arithmetic codes for uniform binary sources

Fang, Y., Stankovic, V., Cheng, S. & Yang, E., 31 Oct 2016, In : IEEE Transactions on Communications. 64, 10, p. 4305-4319 15 p.

Research output: Contribution to journalArticle

Open Access
File
Hamming distance
Decoding
Experiments
10 Citations (Scopus)

Autonomous gait event detection with portable single-camera gait kinematics analysis system

Yang, C., Ugbolue, U. C., Kerr, A., Stankovic, V., Stankovic, L., Carse, B., Kaliarntas, K. T. & Rowe, P. J., 5 Jan 2016, In : Journal of Sensors. 2016, 8 p., 5036857.

Research output: Contribution to journalArticle

Open Access
File
gait
Gait analysis
systems analysis
Kinematics
kinematics
2 Citations (Scopus)

Hamming distance spectrum of DAC codes for equiprobable binary sources

Fang, Y., Stankovic, V., Cheng, S. & Yang, E., 1 Mar 2016, In : IEEE Transactions on Communications. 64, 3, p. 1232-1245 14 p.

Research output: Contribution to journalArticle

Open Access
File
Hamming distance
12 Citations (Scopus)

Human upper limb motion analysis for post-stroke impairment assessment using video analytics

Yang, C., Kerr, A., Stankovic, V., Stankovic, L., Rowe, P. & Cheng, S., 10 Mar 2016, In : IEEE Access. 4, p. 650-659 10 p.

Research output: Contribution to journalArticle

Open Access
File
Decision support systems
Patient rehabilitation
Signal processing
Visualization
Cameras

Low-complexity energy disaggregation using appliance load modelling

Altrabalsi, H., Stankovic, V., Liao, J. & Stankovic, L., 5 Jan 2016, In : AIMS Energy. 4, 1, p. 884-905 21 p.

Research output: Contribution to journalArticle

Open Access
File
Monitoring
Labeling
Support vector machines
Learning systems
Energy conservation
31 Citations (Scopus)

Measuring the energy intensity of domestic activities from smart meter data

Stankovic, L., Stankovic, V., Liao, J. & Wilson, C., 1 Dec 2016, In : Applied Energy. 183, p. 1565-1580 15 p.

Research output: Contribution to journalArticle

Open Access
File
Smart meters
Electricity
Ontology
energy
Laundering
61 Citations (Scopus)

On a training-less solution for non-intrusive appliance load monitoring using graph signal processing

Zhao, B., Stankovic, L. & Stankovic, V., 21 Apr 2016, In : IEEE Access. 4, p. 1784-1799 15 p.

Research output: Contribution to journalArticle

Open Access
File
Signal processing
Monitoring
Sampling
Smart meters
Pattern matching
11 Citations (Scopus)

Understanding usage patterns of electric kettle and energy saving potential

Murray, D. M., Liao, J., Stankovic, L. & Stankovic, V., 1 Jun 2016, In : Applied Energy. 171, p. 231-242 12 p.

Research output: Contribution to journalArticle

Open Access
File
Energy conservation
household energy
Stoves
Domestic appliances
Potential energy
2015
5 Citations (Scopus)

Unequal error protection for data partitioned H.264/AVC video broadcasting

Nazir, S., Vukobratovic, D., Stankovic, V., Andonovic, I., Nybom, K. & Gronroos, S., 2015, In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

Open Access
File
Broadcasting
Forward error correction
Digital video broadcasting (DVB)
Wireless networks
Network protocols
14 Citations (Scopus)

View-popularity-driven joint source and channel coding of view and rate scalable multi-view video

Chakareski, J., Velisavljevic, V. & Stankovic, V., 30 Apr 2015, In : IEEE Journal on Selected Topics in Signal Processing. 9, 3, p. 474 - 486 14 p.

Research output: Contribution to journalArticle

Open Access
File
Channel coding
Packet loss
Bandwidth
Multicasting
Network coding
2014

Dictionary learning for scalable sparse image representation with applications

Begovic, B., Stankovic, V. & Stankovic, L., 5 Jan 2014, In : Advances in Signal Processing. 2, 2, p. 55-74 20 p.

Research output: Contribution to journalArticle

Glossaries
Singular value decomposition
Image reconstruction
Learning algorithms
Data structures
30 Citations (Scopus)

Random network coding for multimedia delivery services in LTE/LTE-advanced

Vukobratovic, D., Khirallah, C., Stankovic, V. & Thompson, J., 1 Jan 2014, In : IEEE Transactions on Multimedia. 16, 1, p. 277-282 6 p.

Research output: Contribution to journalArticle

Open Access
File
Long Term Evolution (LTE)
Network coding
Access control
Resource allocation
Wireless networks
2013
19 Citations (Scopus)

Image registration using BP-SIFT

Zhu, Y., Cheng, S., Stankovic, V. & Stankovic, L., 1 May 2013, In : Journal of Visual Communication and Image Representation. 24, 4, p. 448-457 10 p.

Research output: Contribution to journalArticle

Image registration
Mathematical transformations
Global optimization
6 Citations (Scopus)

Packet-centric approach to distributed sparse-graph coding in wireless ad-hoc networks

Stefanovic, C., Vukobratovic, D., Stankovic, V. & Fantacci, R., 1 Jan 2013, In : Ad Hoc Networks. 11, 1, p. 167-181 15 p.

Research output: Contribution to journalArticle

Wireless ad hoc networks
Topology
Data storage equipment
3 Citations (Scopus)

Relay-assisted rateless layered multiple description video delivery

Nazir, S., Stankovic, V., Attar, H., Stankovic, L. & Cheng, S., 1 Aug 2013, In : IEEE Journal on Selected Areas in Communications. 31, 8, p. 1629-1637 19 p.

Research output: Contribution to journalArticle

Wireless networks
Data description
Forward error correction
Markov processes
Scheduling
23 Citations (Scopus)

User-action-driven view and rate scalable multiview video coding

Chakareski, J., Velisavljevic, V. & Stankovic, V., 20 Aug 2013, In : IEEE Transactions on Image Processing. 22, 9, p. 3473-3484 12 p., 6542763.

Research output: Contribution to journalArticle

Scalable video coding
Set theory
Markov processes
Textures
Experiments
2012
23 Citations (Scopus)

Adaptive correlation estimation with particle filtering for distributed video coding

Wang, S., Cui, S., Stankovic, L., Stankovic, V. & Cheng, S., May 2012, In : IEEE Transactions on Circuits and Systems for Video Technology. 22, 5, p. 649-658 10 p.

Research output: Contribution to journalArticle

Image coding
Decoding
Statistics
Mathematical transformations
Feedback
3 Citations (Scopus)

Application layer systematic network coding for sliced H.264/AVC video streaming

Nazir, S., Stanković, V., Andonović, I. & Vukobratović, D., 2012, In : Advances in Multimedia. 2012, 10 p., 916715.

Research output: Contribution to journalArticle

Open Access
File
Network coding
Video streaming
Image coding
Fountains
Forward error correction
8 Citations (Scopus)

Cooperative network-coding system for wireless sensor networks

Attar, H., Stankovic, L. & Stankovic, V., 14 Feb 2012, In : IET Communications. 6, 3, p. 344-352 9 p.

Research output: Contribution to journalArticle

Open Access
File
Network coding
Wireless sensor networks
Bandwidth
Turbo codes
Bit error rate
6 Citations (Scopus)

Distributed compression for condition monitoring of wind farms

Stankovic, V., Stankovic, L., Wang, S. & Cheng, S., Sep 2012, In : IEEE Transactions on Sustainable Energy. 4, 1, p. 174-181 8 p.

Research output: Contribution to journalArticle

Condition monitoring
Farms
Open Access
File
Network coding
Video streaming
Wireless networks
Video conferencing
Electronic data interchange
7 Citations (Scopus)

Onboard low-complexity compression of solar stereo images

Wang, S., Cui, L., Cheng, S., Stankovic, L. & Stankovic, V., Jun 2012, In : IEEE Transactions on Image Processing. 21, 6, p. 3114 - 3118 5 p.

Research output: Contribution to journalArticle

Observatories
Decoding
NASA
Signal to noise ratio
Compaction
1 Citation (Scopus)

Rate-adaptive selective segment assignment for reliable wireless video transmission

Nazir, S., Stanković, V., Vukobratović, D. & Andonović, I., 2012, In : International Journal of Digital Multimedia Broadcasting. 2012, 9 p., 160521.

Research output: Contribution to journalArticle

Open Access
File
video
simulation
communication system
competitiveness
Decoding
20 Citations (Scopus)

Singular value decomposition based fusion for super-resolution image reconstruction

Haidawati Binti Mohamad Nasir, H., Stankovic, V. & Marshall, S., Feb 2012, In : Signal Processing: Image Communication. 27, 2, p. 180–191 12 p.

Research output: Contribution to journalArticle

Singular value decomposition
Image resolution
Image reconstruction
Image registration
Image fusion
46 Citations (Scopus)

Unequal error protection random linear coding strategies for erasure channels

Vukobratovic, D. & Stankovic, V., 12 Mar 2012, In : IEEE Transactions on Communications. 60, 5, p. 1243-1252 10 p.

Research output: Contribution to journalArticle

Decoding
2011
10 Citations (Scopus)

Single pixel optical imaging using a scanning MEMS mirror

Li, L., Stankovic, V., Stankovic, L., Li, L., Cheng, S. & Uttamchandani, D., 27 Jan 2011, In : Journal of Micromechanics and Microengineering. 21, 2, 9 p., 025022.

Research output: Contribution to journalArticle

Photodetectors
MEMS
Mirrors
Image enhancement
Pixels
2009
9 Citations (Scopus)

An efficient spectrum sensing scheme for cognitive radio

Cheng, S., Stankovic, V. & Stankovic, L., 2009, In : IEEE Signal Processing Letters. 16, 6, p. 501-504 3 p.

Research output: Contribution to journalArticle

Source Coding
Spectrum Sensing
Radio receivers
Cognitive Radio
Cognitive radio

Bandwidth efficient multi-station wireless streaming based on complete complementary sequences

Khirallah, C., Stankovic, V., Stankovic, L., Yang, Y. & Xiong, Z., 20 Feb 2009, In : IEEE Transactions on Wireless Communications. 8, 2, p. 552-556 5 p.

Research output: Contribution to journalArticle

Open Access
File
Streaming
Bandwidth
Base stations
Multimedia Streaming
Multiple Access Interference
10 Citations (Scopus)

Code designs for MIMO broadcast channels

Uppal, M., Stankovic, V. & Xiong, Z., 14 Apr 2009, In : IEEE Transactions on Communications. 57, 4, p. 986-996 11 p.

Research output: Contribution to journalArticle

Open Access
File
Antennas
Turbo codes
Power transmission
Base stations
Fading channels
36 Citations (Scopus)

Compress-forward coding with BPSK modulation for the half-duplex Gaussian relay channel

Uppal, M., Liu, Z., Stankovic, V. & Xiong, Z., Nov 2009, In : IEEE Transactions on Signal Processing. 57, 11, p. 4467-4481 14 p.

Research output: Contribution to journalArticle

Modulation
Statistics
5 Citations (Scopus)

Compress-spread-forward with multiterminal source coding and complete complementary sequences

Khirallah, C., Stankovic, V., Stankovic, L., Yang, Y. & Xiong, Z. X., Apr 2009, In : IEEE Transactions on Communications. 57, 4, p. 884-887 3 p.

Research output: Contribution to journalArticle

Base stations
Synchronization
Image coding
4 Citations (Scopus)

Multiterminal source coding for multiview images under wireless fading channels

Khirallah, C., Stankovic, V., Stankovic, L. & Cheng, S., 7 Jul 2009, In : Multimedia Tools and Applications. 48, 3, p. 457-470 13 p.

Research output: Contribution to journalArticle

Fading channels
Cameras
Multipath fading
Image compression
Communication
30 Citations (Scopus)

Near-capacity dirty-paper code design: a source-channel coding approach

Sun, Y., Yang, Y., Liveris, A. D., Stankovic, V. & Xiong, Z., 16 Jun 2009, In : IEEE Transactions on Information Theory. 55, 7, p. 3013-3031 18 p.

Research output: Contribution to journalArticle

Open Access
File
Channel coding
coding
Signal to noise ratio
community
symbol
21 Citations (Scopus)

On practical design for joint distributed source and network coding

Wu, Y., Stankovic, V., Xiong, Z. & Kung, S., Apr 2009, In : IEEE Transactions on Information Theory. 55, 4, p. 1709-1720 12 p.

Research output: Contribution to journalArticle

Open Access
File
Network coding
coding
Communication
communication