Sound quality analysis of cars using hybrid neural networks

Simulation Modelling Practice and Theory

Volumn 16, Issue 4, 2008, Pages 410-418

  Yildirim, Şahin ^a   Eski, Ikbal ^a  

^a ERCIYES UNIVERSITY   (Turkey)

Author keywords

Cars; Loudness; Neural network; Running speed; Sharpness; Sound pressure

Indexed keywords

COMPUTER SIMULATION; GROUND VEHICLES; MATHEMATICAL MODELS; RECURRENT NEURAL NETWORKS; SPEECH INTELLIGIBILITY; SPEED CONTROL;

LOUDNESS; NEURAL NETWORK PREDICTORS; RUNNING SPEED; SHARPNESS; SOUND PRESSURE; SOUND QUALITY ANALYSIS;

ACOUSTICS;

EID: 41149176840     PISSN: 1569190X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.simpat.2008.01.002     Document Type: Article

References (10)

1. H. Takao, S. Hatano, T. Hashimoto, Relation between unpleasantness of artificial amplitude-modulated and real car interior and roughness level modulation frequency range causing maximum unpleasantness, in: Proceedings of JSAE, vol. 991, 1991, pp. 455-458.
2. Murata H., Tanaka H., Takada H., and Ohsasa Y. Sound quality evaluation of passenger vehicle interior noise. Journal of SAE 931 (1993) 347
3. Gonzalez A., Ferrer M., Diego M., Pinero G., and Garcia-Bonito J.J. Sound quality of low-frequency and car engine noises after active noise control. Journal of Sound and Vibration 265 (2003) 663-679
4. M.J.M. Nor, M.H. Fouladi, H. Nahvi, A.K. Ariffin, Index for vehicle acoustical comfort inside a passenger car, Applied Acoustics, in press.
5. Paddan G.S., and Griffin M.J. Evaluation of whole-body vibration in vehicles. Journal of Sound and Vibration 253 1 (2002) 195-213
6. Türkay S., and Akçay H. A study of random vibration characteristics of the quarter-car model. Journal of Sound and Vibration 282 (2005) 111-124
7. Parizet E., Guyade E., and Nosulenko V. Analysis of car door closing sound quality. Applied Acoustics 69 (2008) 12-22
8. Ş. Yi{dotless}ldi{dotless}ri{dotless}m, İ. Uzmay, Kinematic analysis of cranes using neural networks, in: Proceedings of 16th IAARC/IFAC/IEEE International Symposium on Automation and Robotics in Construction, 1999, pp. 429-432.
9. Yi{dotless}ldi{dotless}ri{dotless}m S., and Uzmay I. Statistical analysis of vehicles' vibration due to road roughness using radial basis artificial neural network. Applied Artificial Intelligence 15 (2001) 419-427
10. Yi{dotless}ldi{dotless}ri{dotless}m S. Neural network for control of bipeds. Electronics Letters 35 (1999) 2064-2065