Publication Cover
Vehicle System Dynamics
International Journal of Vehicle Mechanics and Mobility
Volume 47, 2009 - Issue 4
994
Views
55
CrossRef citations to date
0
Altmetric
Original Articles

Comparative study of Hilbert–Huang transform, Fourier transform and wavelet transform in pavement profile analysis

&
Pages 437-456 | Received 15 Mar 2007, Accepted 28 Apr 2008, Published online: 18 Mar 2009

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (11)

Yiwen Zou, Guangwei Yang & Mingming Cao. (2022) Neural network-based prediction of sideway force coefficient for asphalt pavement using high-resolution 3D texture data. International Journal of Pavement Engineering 23:9, pages 3157-3166.
Read now
Wenying Yu, Joshua Qiang Li, Guangwei Yang, Kelvin C. P. Wang & Nii Attoh-Okine. (2022) Hilbert-Huang transformation (HHT) based texture profile analysis for continuous friction characterisation of pavements. International Journal of Pavement Engineering 23:6, pages 2074-2082.
Read now
Yuchuan Du, Zihang Weng, Feng Li, Gulnigar Ablat, Difei Wu & Chenglong Liu. (2022) A novel approach for pavement texture characterisation using 2D-wavelet decomposition. International Journal of Pavement Engineering 23:6, pages 1851-1866.
Read now
Anokye M. Adam, Kwabena Kyei, Simiso Moyo, Ryan Gill & Emmanuel N. Gyamfi. (2022) Similarities in Southern African Development Community (SADC) Exchange Rate Markets Structure: Evidence from the Ensemble Empirical Mode Decomposition. Journal of African Business 23:2, pages 516-530.
Read now
Qun Yang & Shishi Zhou. (2021) Identification of asphalt pavement transverse cracking based on vehicle vibration signal analysis. Road Materials and Pavement Design 22:8, pages 1780-1798.
Read now
Yanhua Qin, Baofu Li, Xun Sun, Yaning Chen & Xun Shi. (2019) Nonlinear response of runoff to atmospheric freezing level height variation based on hybrid prediction models. Hydrological Sciences Journal 64:13, pages 1556-1572.
Read now
Raj Bridgelall, Md Tahmidur Rahman, Jerome F. Daleiden & Denver Tolliver. (2018) Error sensitivity of the connected vehicle approach to pavement performance evaluations. International Journal of Pavement Engineering 19:1, pages 82-87.
Read now
Raj Bridgelall & Denver Tolliver. (2018) Accuracy enhancement of roadway anomaly localization using connected vehicles. International Journal of Pavement Engineering 19:1, pages 75-81.
Read now
Peter Múčka. (2016) Current approaches to quantify the longitudinal road roughness. International Journal of Pavement Engineering 17:8, pages 659-679.
Read now
H. Zelelew, M. Khasawneh & A. Abbas. (2014) Wavelet-based characterisation of asphalt pavement surface macro-texture. Road Materials and Pavement Design 15:3, pages 622-641.
Read now
Oldřich Kropáč & Peter Múčka. (2009) Non-uniqueness of Single-number Indicators of Longitudinal Road Profiles. Road Materials and Pavement Design 10:4, pages 747-766.
Read now

Articles from other publishers (44)

V. Rouillard & M.J. Lamb. (2024) Road vehicle shock detection algorithm using the Hilbert envelope. Computer Methods in Applied Mechanics and Engineering 419, pages 116637.
Crossref
Mohammed Sakib Ihsan Khan & Herbert F. Jelinek. 2024. The Fractal Geometry of the Brain. The Fractal Geometry of the Brain 693 715 .
Can Chen, Haoyuan Luo, Siyu Chen, Yangzezhi Zheng, Xiyin Liu, Tao Ma & Leyi Zhu. (2023) Exploring the relationship between pavement surface texture and friction based on Hilbert-Huang Transformation. Tribology International 187, pages 108737.
Crossref
Aniruddha Ghosh & Sushovan Chatterjee. (2023) An overview on various sources of vibration in electric vehicle and their identification techniques. Journal of the Brazilian Society of Mechanical Sciences and Engineering 45:8.
Crossref
Rajvardhan Nalawade, Arash Nouri, Utkarsh Gupta, Anish Gorantiwar & Saied Taheri. (2023) Improved Vehicle Longitudinal Velocity Estimation Using Accelerometer Based Intelligent Tire. Tire Science And Technology 51:3, pages 182-209.
Crossref
Ruihua Liang, Weifeng Liu, Sakdirat Kaewunruen, Hougui Zhang & Zongzhen Wu. (2023) Classification of External Vibration Sources through Data-Driven Models Using Hybrid CNNs and LSTMs. Structural Control and Health Monitoring 2023, pages 1-18.
Crossref
Xiuyu Liu & Imad L. Al-Qadi. (2023) Mechanistic Excess Fuel Consumption of a 3D Passenger Vehicle on Rough Pavements. Journal of Transportation Engineering, Part B: Pavements 149:1.
Crossref
Nauman Ali Larik, Muhammad Faizan Tahir, Z.M. Salem Elbarbary, Muhammad Zain Yousaf & Muhammad Ahmad Khan. (2022) A comprehensive literature review of conventional and modern islanding detection methods. Energy Strategy Reviews 44, pages 101007.
Crossref
Siyu Chen, Xiyin Liu, Haoyuan Luo, Jiangmiao Yu, Fuda Chen, Yang Zhang, Tao Ma & Xiaoming Huang. (2022) A state-of-the-art review of asphalt pavement surface texture and its measurement techniques. Journal of Road Engineering 2:2, pages 156-180.
Crossref
Feng Li, Gulnigar Ablat, Siqi Zhou, Yixin Liu, Yufeng Bi, Zihang Weng & Yuchuan Du. (2021) 2D-wavelet based micro and macro texture analysis for asphalt pavement under snow or ice condition. Journal of Infrastructure Preservation and Resilience 2:1.
Crossref
Wenping Pan, Liuyang Feng, Limao Zhang, Liang Cai & Chunlin Shen. (2021) Time-series interval prediction under uncertainty using modified double multiplicative neuron network. Expert Systems with Applications 184, pages 115478.
Crossref
Hasan Khosravi, Haidar Samet & Mohsen Tajdinian. (2021) Empirical mode decomposition based algorithm for islanding detection in micro-grids. Electric Power Systems Research 201, pages 107542.
Crossref
Qiangsheng Deng, You Zhan, Cheng Liu, Yanjun Qiu & Allen Zhang. (2021) Multiscale power spectrum analysis of 3D surface texture for prediction of asphalt pavement friction. Construction and Building Materials 293, pages 123506.
Crossref
Wenping Pan, Limao Zhang & Chunlin Shen. (2021) Data-driven time series prediction based on multiplicative neuron model artificial neuron network. Applied Soft Computing 104, pages 107179.
Crossref
Vincent Rouillard, Matthew James Lamb, Julien Lepine, Michael Long & Daniel Ainalis. (2021) The case for reviewing laboratory‐based road transport simulations for packaging optimisation. Packaging Technology and Science 34:6, pages 339-351.
Crossref
Ali Alsalah, Damien Holloway, Mohsen Mousavi & Jason Lavroff. (2021) Identification of wave impacts and separation of responses using EMD. Mechanical Systems and Signal Processing 151, pages 107385.
Crossref
Miao Yu, Zhanping You, Guoxiong Wu, Lingyun Kong, Chaochao Liu & Junfeng Gao. (2020) Measurement and modeling of skid resistance of asphalt pavement: A review. Construction and Building Materials 260, pages 119878.
Crossref
Sindhura Rose Thomas, Venugopalan Kurupath & Usha Nair. (2020) A passive islanding detection method based on K-means clustering and EMD of reactive power signal. Sustainable Energy, Grids and Networks 23, pages 100377.
Crossref
Muhammad Haroon Shaukat, Ahmad Al-Dousari, Ijaz Hussain, Muhammad Faisal, Muhammad Ismail, Alaa Mohamd Shoukry, Elsayed Elsherbini Elashkar & Showkat Gani. (2020) Evaluation of wet and dry event’s trend and instability based on the meteorological drought index. PeerJ 8, pages e9729.
Crossref
Hai B. Huang, Jiu H. Wu, Xiao R. Huang, Wei P. Ding & Ming L. Yang. (2020) A novel interval analysis method to identify and reduce pure electric vehicle structure-borne noise. Journal of Sound and Vibration 475, pages 115258.
Crossref
Joaquin Luque, Davide Anguita, Francisco Pérez & Robert Denda. (2020) Spectral Analysis of Electricity Demand Using Hilbert–Huang Transform. Sensors 20:10, pages 2912.
Crossref
Zhixin Hao, Maowei Wu, Yang Liu, Xuezhen Zhang & Jingyun Zheng. (2020) Multi-scale temperature variations and their regional differences in China during the Medieval Climate Anomaly. Journal of Geographical Sciences 30:1, pages 119-130.
Crossref
Xiaoquan Li, Kaiqi Wang, John Soraghan & Jinchang Ren. 2020. Artificial Intelligence in Music, Sound, Art and Design. Artificial Intelligence in Music, Sound, Art and Design 80 89 .
Manohar Mishra, Sheetal Chandak & Pravat Kumar Rout. (2019) Taxonomy of Islanding detection techniques for distributed generation in microgrid. Renewable Energy Focus 31, pages 9-30.
Crossref
Nina Zhu, Jianhua Xu, Kaiming Li, Yang Luo, Dongyang Yang & Cheng Zhou. (2019) Spatiotemporal Change of Plum Rains in the Yangtze River Delta and Its Relation with EASM, ENSO, and PDO During the Period of 1960–2012. Atmosphere 10:5, pages 258.
Crossref
Julien Lepine, Vincent Rouillard & Michael Sek. (2018) Evaluation of machine learning algorithms for detection of road induced shocks buried in vehicle vibration signals. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering 233:4, pages 935-947.
Crossref
Julien Lepine & Vincent Rouillard. (2018) Evaluation of Shock Detection Algorithm for Road Vehicle Vibration Analysis. Vibration 1:2, pages 220-238.
Crossref
Wenjin Zhang & Ming Wang. (2018) International Roughness Index (IRI) measurement using Hilbert-Huang transform. International Roughness Index (IRI) measurement using Hilbert-Huang transform.
Quan Wang, Jie Gong, Zhimin Li, Shanghao Liu, Chi-Min Shu, Yangfan Cheng & Xuejiao Li. (2018) Vibration Characteristics Analysis of Composite Double-Layer Explosive Vessel Shell Subjected to Explosion Loading. Shock and Vibration 2018, pages 1-10.
Crossref
M. SaltanS. TerziÖ. Terzi. (2016) Backcalculation of Pavement Layer Thickness and Moduli by the Wavelet-Neuro Approach. Backcalculation of Pavement Layer Thickness and Moduli by the Wavelet-Neuro Approach.
Rehana Perveen, Soumya R Mohanty & Nand Kishor. (2016) Fault location in VSC-HVDC section for grid integrated offshore wind farm by EMD. Fault location in VSC-HVDC section for grid integrated offshore wind farm by EMD.
Mohammad Hossein Shafiee, Leila Hashemian, Arian Asefzadeh & Alireza Bayat. (2016) Time–Frequency Domain Analysis of Asphalt Longitudinal Strain. Transportation Research Record: Journal of the Transportation Research Board 2590:1, pages 56-64.
Crossref
Safdar Raza, Hazlie Mokhlis, Hamzah Arof, J.A. Laghari & Li Wang. (2015) Application of signal processing techniques for islanding detection of distributed generation in distribution network: A review. Energy Conversion and Management 96, pages 613-624.
Crossref
E. J. OBrien & J. Keenahan. (2015) Drive-by damage detection in bridges using the apparent profile. Structural Control and Health Monitoring 22:5, pages 813-825.
Crossref
Chang Gao, Lin Ma & Haifeng Li. (2015) An ICA/HHT Hybrid Approach for Automatic Ocular Artifact Correction. International Journal of Pattern Recognition and Artificial Intelligence 29:02, pages 1558001.
Crossref
A.H. Mohammadzadeh Niaki & S. Afsharnia. (2014) A new passive islanding detection method and its performance evaluation for multi-DG systems. Electric Power Systems Research 110, pages 180-187.
Crossref
Peter MúčkaJohan Granlund. (2012) Is the Road Quality Still Better?. Journal of Transportation Engineering 138:12, pages 1520-1529.
Crossref
Zhenlu Wang, Haifeng Li & Lin Ma. (2012) HHT based long term feature extracting method for speech emotion classification. HHT based long term feature extracting method for speech emotion classification.
P. A. Chin, J. B. Ferris & A. A. Reid. (2012) Improving Markov Chain models for road profiles simulation via definition of states. Improving Markov Chain models for road profiles simulation via definition of states.
Peter MúčkaJohan Granlund. (2012) Comparison of Longitudinal Unevenness of Old and Repaired Highway Lanes. Journal of Transportation Engineering 138:3, pages 371-380.
Crossref
Petros-Fotios Alvanitopoulos, Marios Papavasileiou, Ioannis Andreadis & Anaxagoras Elenas. (2012) Seismic Intensity Feature Construction Based on the Hilbert–Huang Transform. IEEE Transactions on Instrumentation and Measurement 61:2, pages 326-337.
Crossref
Y. O. Adu-GyamfiN. O. Attoh-OkineA. Y. Ayenu-Prah. (2010) Critical Analysis of Different Hilbert-Huang Algorithms for Pavement Profile Evaluation. Journal of Computing in Civil Engineering 24:6, pages 514-524.
Crossref
Li Xin & Li Xiang. (2010) Novel Hilbert Energy Spectrum Based Features for Speech Emotion Recognition. Novel Hilbert Energy Spectrum Based Features for Speech Emotion Recognition.
Xiang Li, Xin Li, Xiaoming Zheng & Dexing Zhang. 2010. Life System Modeling and Intelligent Computing. Life System Modeling and Intelligent Computing 180 189 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.