• 967 Citations
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20082019
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Research Output 2008 2019

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Conference contribution
2018

Cutting tool wear prediction using novel pie-zofilm-based vibratory signal analysis (Z-rot)

Kasim, N. A., Nuawi, M. Z., A Ghani, J., Che Haron, C. H., Rizal, M. & Mohamed, M. G., 1 Jan 2018, 25th International Congress on Sound and Vibration 2018, ICSV 2018: Hiroshima Calling. International Institute of Acoustics and Vibration, IIAV, Vol. 5. p. 2868-2875 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

signal analysis
transition points
predictions
vibration
downtime
2016
2 Citations (Scopus)

A triaxial cutting force measurement utilizing an embedded transducer on a spindle rotating tool

Rizal, M., A Ghani, J., Nuawi, M. Z. & Che Haron, C. H., 21 Mar 2016, Proceedings of the International Conference on Sensing Technology, ICST. IEEE Computer Society, Vol. 2016-March. p. 289-294 6 p. 7438409

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Force measurement
Transducers
Sensors
Milling (machining)
Telemetering
2 Citations (Scopus)

Development on simulation of small structure modal analysis method using piezoelectric film sensor

Ramli, M. I., Nuawi, M. Z., Abdullah, S., Mohammad Rasani, M. R., Seng, K. K. & Ahmad, M. A. F., 2016, ICSV 2016 - 23rd International Congress on Sound and Vibration: From Ancient to Modern Acoustics. International Institute of Acoustics and Vibrations

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modal analysis
modal response
Natural frequencies
Aluminum
resonant frequencies
2015

A smart way to increase the frequency and degree of protection of piezoelectric ceramic transducers

Mohammed, A. A., Mohamed Haris, S. & Nuawi, M. Z., 6 Jan 2015, Proceeding - 2013 IEEE Student Conference on Research and Development, SCOReD 2013. Institute of Electrical and Electronics Engineers Inc., p. 43-47 5 p. 7002538

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Piezoelectric ceramics
Transducers
Rubber
Natural frequencies
Mountings
13 Citations (Scopus)

Development of tool wear machining monitoring using novel statistical analysis method, I-kaz™

Ahmad, M. A. F., Nuawi, M. Z., Abdullah, S., Wahid, Z., Karim, Z. & Dirhamsyah, M., 2015, Procedia Engineering. C ed. Elsevier Ltd, Vol. 101. p. 355-362 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Notch filters
Statistical methods
Machining
Wear of materials
Monitoring
2014

Acoustic energy harvesting using flexible panel and PVDF films: A preliminary study

Sidik, S., Azma, P., Kok, S. L., Nuawi, M. Z. & Nawal, A. A. J., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 554. p. 712-716 5 p. (Applied Mechanics and Materials; vol. 554).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy harvesting
Acoustics
Piezoelectric materials
Acoustic noise
Vibrations (mechanical)

Air-gap effect on single axis vibration of electromagnetic braking using eddy current on bearing cage

Baharom, M. Z., Nuawi, M. Z., Ab Rahman, M. S., Priyandoko, G., Ku Eddy Nizwan, C. & Salleh, M. S., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 400-405 6 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bearings (structural)
Braking
Eddy currents
Air
DC motors

Application of the wavelet transforms for compressing lower suspension arm strain data

Putra, T. E., Abdullah, S., Schramm, D., Nuawi, M. Z. & Bruckmann, T., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 78-82 5 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wavelet transforms
Discrete wavelet transforms
Fatigue damage
Automobiles
Fatigue of materials

A preliminary study on motorcyclists' perceptions of fatigue risk factors

Khamis, N. K., Md Deros, B. & Nuawi, M. Z., 2014, Applied Mechanics and Materials. Vol. 471. p. 178-183 6 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue of materials
Motorcycles
Feedback
2 Citations (Scopus)

A preliminary study on the sound absorption of self-facing date palm fibers

Khidir, E. A., Nikabdullah, N., Mohd Nor, M. J., Mat Tahir, M. F. & Nuawi, M. Z., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 565. p. 25-30 6 p. (Applied Mechanics and Materials; vol. 565).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Facings
Acoustic waves
Fibers
Aluminum
Perforated plates

A study of engine monitoring system using statistical method

Nuawi, M. Z., Khamis, N. K., Zali, Z., Wan Mahmood, W. M. F., Abdullah, S. & Mohd Nopiah, Z., 2014, Applied Mechanics and Materials. Vol. 471. p. 193-196 4 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistical methods
Engines
Monitoring
Sensors
Condition monitoring

Comparison of hand-arm vibration on truck steering wheels based on speed changes using i-kaz method

Aziz, S. A. A., Nuawi, M. Z., Mohd Nor, M. J. & Daruis, D. D. I., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 411-414 4 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trucks
Wheels
Accelerometers
Statistical methods
Display devices
2 Citations (Scopus)

Comparison of young's modulus property determination of metallic materials under two statistical analysis methods

Nuawi, M. Z., Bahari, A. R., Abdullah, S. & Mohd Ihsan, A. K. A., 2014, Advanced Materials Research. Vol. 894. p. 186-191 6 p. (Advanced Materials Research; vol. 894).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Notch filters
Statistical methods
Elastic moduli
Acoustics
Signal analysis

Correlation between noise exposure and i-kaz™ coefficient for malaysian army 3-tonne truck drivers

Aziz, S. A. A., Nuawi, M. Z., Mohd Nor, M. J., Nuawi, M. Z., Mohd Nor, M. J., Ab Rahman, M. S., Daruis, D. D. I., Bahari, A. R. & Ab-Rahman, M. S., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 415-420 6 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Truck drivers
Acoustic waves
Acoustic noise
Trucks
Notch filters
3 Citations (Scopus)

Correlation between whole body vibration exposure and i-kaz™ 3D coefficient for malaysian army 3-tonne truck drivers

Aziz, S. A. A., Nuawi, M. Z., Mohd Nor, M. J., Daruis, D. D. I. & Bahari, A. R., 2014, Applied Mechanics and Materials. Vol. 471. p. 156-160 5 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Truck drivers
Trucks
Notch filters
Seats
Accelerometers

Development of fuel injector monitoring using strain gauge signal

Hoo, C. L., Nuawi, M. Z., Mohamed Haris, S., Abdullah, S., Haris, S. M., Abdullah, S., Abdullah, S. & Ismail, A. R., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 426-430 5 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strain gages
Engines
Monitoring
Fuel injection
Sensors
5 Citations (Scopus)

Driving Fatigue among Long Distance Heavy Vehicle Drivers in Klang Valley, Malaysia

Khamis, N. K., Md Deros, B., Nuawi, M. Z. & Omar, R. B., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 567-573 7 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue of materials
Sleep
2 Citations (Scopus)

Durability analysis of motorcycle frame using fatigue I-kaz technique

Yunoh, M. F. M., Abdullah, S., Nuawi, M. Z. & Mohd Nopiah, Z., 2014, Applied Mechanics and Materials. Vol. 471. p. 213-217 5 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motorcycles
Notch filters
Durability
Fatigue of materials
Strain gages
1 Citation (Scopus)

Effect of density on the sound absorption of date palm fibers

Khidir, E. A., Khidir, E. A., Mohd Nor, M. J., Mat Tahir, M. F., Mohd Nor, M. J., Nuawi, M. Z., Tahir, M. F. M., Zulkifli, R., Zulkifli, R., Nuawi, M. Z. & Nuawi, M. Z., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 437-441 5 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustic waves
Noise abatement
Fibers
Acoustic impedance
Acoustics

Efficacy study of embedded binaural beats in gamma brainwave synchronization

Deraman, S. N., Natarajan, V. D., Mohd Nor, M. J. & Nuawi, M. Z., 2014, Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2014. Acta Press, p. 133-138 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Beat
Efficacy
Brain
Bioelectric potentials
Synchronization

Fatigue damage assessment correlating with I-kaz coefficient

Padzi, M. M., Abdullah, S. & Nuawi, M. Z., 2014, Applied Mechanics and Materials. Vol. 471. p. 235-240 6 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue damage
Fatigue of materials
Strain gages
Machinery
Carbon steel
1 Citation (Scopus)

I-kaz™-based analysis of cutting force signals for tool condition monitoring in turning process

Rizal, M., A Ghani, J., Nuawi, M. Z. & Che Haron, C. H., 2014, Applied Mechanics and Materials. Vol. 471. p. 203-207 5 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Condition monitoring
Machining
Wear of materials
Cutting tools
Strain gages

Material characterization by using non-contact ultrasonic method

Nuawi, M. Z., Huat, K. K., Mat Tahir, M. F., Mohd Sabri, M. A., Khamis, N. K. & Rasini, M. R., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 442-446 5 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrasonics
Defects
Wire
Experiments
Costs

Material property characterisation method using vibro-acoustic signals

Nuawi, M. Z., Bahari, A. R., Abdullah, S., Mohd Ihsan, A. K. A. & Lamin, F., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 447-452 6 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Materials properties
Acoustics
Notch filters
Brass
Microphones
5 Citations (Scopus)

Modelling sound radiation from a baffled vibrating plate for different boundary conditions using an elementary source technique

Putra, A., Shyafina, N., Thompson, D., Muhammad, N., Mohd Nor, M. J. & Nuawi, M. Z., 2014, INTERNOISE 2014 - 43rd International Congress on Noise Control Engineering: Improving the World Through Noise Control. Australian Acoustical Society

Research output: Chapter in Book/Report/Conference proceedingConference contribution

boundary conditions
acoustics
radiation
rectangular plates
sound pressure

Monitoring system of fuel injector using piezoelectric sensors

Mohd Sabri, M. A., Nuawi, M. Z., Mat Tahir, M. F., Abdullah, S., Bahari, A. R. & Mohamad Hamzah, F., 2014, Applied Mechanics and Materials. Vol. 471. p. 223-228 6 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
Sensors
Statistical methods
Engines
1 Citation (Scopus)

Parameter analysis of electromagnetic braking using fully nested and two way ANOVA

Baharom, M. Z., Nuawi, M. Z. & Priyandoko, G., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 193-197 5 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Braking
Analysis of variance (ANOVA)
Eddy currents
Induced currents
Braking performance

Preliminary study of fuel injector monitoring system by I-kaz™ multilevel analysis

Karim, Z., Jusoh, M. A., Bahari, A. R., Nuawi, M. Z., A Ghani, J. & Abdullah, S., 2014, Applied Mechanics and Materials. Vol. 471. p. 229-234 6 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
Engines
Combustion chambers
Strain gages
Automotive industry
8 Citations (Scopus)

Study of noise, vibration and harshness (NVH) for malaysian army (MA) 3-tonne trucks

Aziz, S. A. A., Nuawi, M. Z., Mohd Nor, M. J. & Daruis, D. D. I., 2014, Applied Mechanics and Materials. Vol. 471. p. 74-80 7 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Truck drivers
Trucks
Military vehicles
Seats
Accelerometers
1 Citation (Scopus)

The morlet and daubechies wavelet transforms for fatigue strain signal analysis

Putra, T. E., Abdullah, S., Nuawi, M. Z. & Yunoh, M. F. M., 2014, Applied Mechanics and Materials. Vol. 471. p. 197-202 6 p. (Applied Mechanics and Materials; vol. 471).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrete wavelet transforms
Signal analysis
Passenger cars
Strain gages
Wavelet transforms

Time-series identification of fatigue strain data using decomposition method

Mohd Nopiah, Z., Lennie, A., Nuawi, M. Z., Abdullah, S., Ahmat Zainuri, N. & Baharin, M. N., 2014, AIP Conference Proceedings. American Institute of Physics Inc., Vol. 1602. p. 1209-1216 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

fatigue (materials)
decomposition
plots
damage
trends
2 Citations (Scopus)

Understanding the effect of discomfort level towards motorcycle riders among teenagers: A preliminary study

Khamis, N. K., Md Deros, B. & Nuawi, M. Z., 2014, Applied Mechanics and Materials. Trans Tech Publications Ltd, Vol. 663. p. 480-484 5 p. (Applied Mechanics and Materials; vol. 663).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motorcycles
Engines

Wavelet-based feature extraction algorithm for fatigue strain data associated with the k-means clustering technique

Putra, T. E., Abdullah, S., Schramm, D., Nuawi, M. Z. & Bruckmann, T., 2014, Advanced Materials Research. Trans Tech Publications, Vol. 891-892. p. 1717-1722 6 p. (Advanced Materials Research; vol. 891-892).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Fatigue of materials
Fatigue damage
2013

Fatigue damage analysis on aluminium alloy specimens under strain loading sequences associating with the Kurtosis-based coefficient

Padzi, M. M., Abdullah, S., Nuawi, M. Z. & Mohd Nopiah, Z., 2013, Procedia Engineering. Vol. 66. p. 626-634 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue damage
Aluminum alloys
Fatigue of materials
Strain gages
Gages

Modulus of rupture correlation study by acoustic signal analysis during impact test

Karim, Z., Said, A. Y. M., Ramli, A. S., Bahari, A. R., A Ghani, J. & Nuawi, M. Z., 2013, Lecture Notes in Engineering and Computer Science. Vol. 3 LNECS. p. 1821-1824 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal analysis
Acoustics
Mechanical properties
Notch filters
Hammers
11 Citations (Scopus)

The application of I-kaz™-based method for tool wear monitoring using cutting force signal

Rizal, M., A Ghani, J., Nuawi, M. Z. & Che Haron, C. H., 2013, Procedia Engineering. Elsevier Ltd, Vol. 68. p. 461-468 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wear of materials
Monitoring
Machining
Strain gages
Carbon steel
2 Citations (Scopus)

Time domain analysis method of the impulse vibro-acoustic signal for fatigue strength characterisation of metallic material

Nuawi, M. Z., Bahari, A. R., Abdullah, S., Mohd Ihsan, A. K. A. & Mohd Nopiah, Z., 2013, Procedia Engineering. Vol. 66. p. 539-548 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time domain analysis
Acoustics
Curve fitting
Brass
Microphones
2012
1 Citation (Scopus)

A study on alternative fuel blending for Homogeneous Charge Compression Ignition (HCCI) engine using Palm Oil Methyl ester and RON 97

Awaludin, A., Nuawi, M. Z., Ali, Y., Wan Mahmood, W. M. F. & Mohamad, T. I., 2012, Applied Mechanics and Materials. Vol. 165. p. 305-309 5 p. (Applied Mechanics and Materials; vol. 165).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Palm oil
Alternative fuels
Ignition
Esters
Compaction

Characterisation of the sound and vibration signal of impact testing on automotive component materials

Bahari, A. R., Nuawi, M. Z., Abdullah, S., Mohd Ihsan, A. K. A. & Ali, M. B., 2012, Applied Mechanics and Materials. Vol. 165. p. 135-139 5 p. (Applied Mechanics and Materials; vol. 165).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Impact testing
Vibrations (mechanical)
Acoustic waves
Hammers
Poisson ratio
6 Citations (Scopus)

Correlating strain and acoustic emission signals of metallic component using global signal statistical approach

Mohammad, M., Abdullah, S., Jamaludin, N. & Nuawi, M. Z., 2012, Advanced Materials Research. Vol. 445. p. 1064-1069 6 p. (Advanced Materials Research; vol. 445).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustic emissions
Crack initiation
Fatigue of materials
Strain gages
Transducers
5 Citations (Scopus)

Eddy current braking experiment using brake disc from aluminium series of A16061 and A17075

Baharom, M. Z., Nuawi, M. Z., Priyandoko, G. & Harris, S. M., 2012, IOP Conference Series: Materials Science and Engineering. 1 ed. Vol. 36. 012005

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Braking
Eddy currents
Aluminum
Brakes
Experiments
2 Citations (Scopus)

Fatigue feature classification for automotive strain data

Yunoh, M. F. M., Abdullah, S., Mohd Nopiah, Z., Nuawi, M. Z. & Ismail, N., 2012, IOP Conference Series: Materials Science and Engineering. 1 ed. Vol. 36. 012031

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue damage
Fatigue of materials
Signal analysis
2 Citations (Scopus)

Investigation of energy absorbed from an instrumented charpy impact on automotive specimens

Ali, M. B., Abdullah, S., Nuawi, M. Z. & Mohd Ihsan, A. K. A., 2012, Applied Mechanics and Materials. Vol. 165. p. 182-186 5 p. (Applied Mechanics and Materials; vol. 165).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strain energy
Toughness
Strain gages
Power spectrum
Carbon steel
2 Citations (Scopus)

Performance evaluation and compression of some actuators and sensors piezoelectric elements

Mohammed, A. A., Mohamed Haris, S. & Nuawi, M. Z., 2012, Proceedings - 2012 International Symposium on Instrumentation and Measurement, Sensor Network and Automation, IMSNA 2012. Vol. 1. p. 65-70 6 p. 6324517

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Actuators
Transfer functions
Sensors
Elastic constants
Accelerometers
3 Citations (Scopus)

Wear monitoring of connecting rod bearing via air-borne method analyzed by using I-kaz TM multi level value

Karim, Z., Nuawi, M. Z., A Ghani, J., Abdullah, S. & Ghazali, M. J., 2012, Advanced Materials Research. Vol. 445. p. 941-946 6 p. (Advanced Materials Research; vol. 445).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bearings (structural)
Connecting rods
Wear of materials
Monitoring
Air
3 Citations (Scopus)

Whole body vibrations exposure to Malaysian driver using novel ikaz method

Ismail, A. R., Nuawi, M. Z., Kamaruddin, N. F. & Ab Rahman, M. N., 2012, Applied Mechanics and Materials. Vol. 165. p. 21-25 5 p. (Applied Mechanics and Materials; vol. 165).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Railroad cars
Medical problems
Graphical user interfaces
Accelerometers
Personal computers
2011
1 Citation (Scopus)

Analysis of an instrumented charpy impact using power spectrum density

Ali, M. B., Abdullah, S., Nuawi, M. Z. & Mohd Ihsan, A. K. A., 2011, Key Engineering Materials. Vol. 462-463. p. 130-135 6 p. (Key Engineering Materials; vol. 462-463).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Power spectrum
Aluminum
Data acquisition
Finite element method
Impact testing
6 Citations (Scopus)

A statistical based analysis approach on fatigue failure assessment of carbon steel

Md Padzi, M., Abdullah, S. & Nuawi, M. Z., 2011, Applied Mechanics and Materials. Vol. 52-54. p. 1445-1450 6 p. (Applied Mechanics and Materials; vol. 52-54).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Carbon steel
Fatigue of materials
Signal analysis
Strain gages
Life cycle
1 Citation (Scopus)

Comparative study of the strain signal and the edited strain signal

Abdullah, S., Ismail, N., Nuawi, M. Z., Nizwan, C. K. E. & Abdullah, M. F., 2011, Advanced Materials Research. Vol. 264-265. p. 1592-1597 6 p. (Advanced Materials Research; vol. 264-265).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fatigue damage
Fatigue testing
Automobiles
Fourier transforms
Fatigue of materials
3 Citations (Scopus)

Depth estimation from monocular vision using image edge complexity

Mohamed Haris, S., Zakaria, M. K. & Nuawi, M. Z., 2011, IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM. p. 868-873 6 p. 6027091

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistical methods
Control systems
Robotic arms
Cameras