Assessment of high-integrity embedded automotive control systems using hardware in the loop simulation

Journal of Systems and Software

Volumn 81, Issue 7, 2008, Pages 1163-1183

  Short, Michael ^a   Pont, Michael J ^a  

^a UNIVERSITY OF LEICESTER   (United Kingdom)

Author keywords

Distributed control; Road vehicle electronics; Road vehicle reliability; Simulation

Indexed keywords

BRAKES; DISTRIBUTED PARAMETER CONTROL SYSTEMS; EMBEDDED SYSTEMS; MODEL AUTOMOBILES; PROBLEM SOLVING;

DRIVER ASSISTANCE SYSTEMS; ROAD VEHICLE ELECTRONICS; ROAD VEHICLE RELIABILITY;

AUTOMOBILE SIMULATORS;

EID: 43849092446     PISSN: 01641212     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jss.2007.08.026     Document Type: Article

References (66)

1. Albert A. Comparison of event-triggered and time-triggered concepts with regard to distributed control systems. Proceedings of Embedded World vol. 17-19 (2004), Nurnberg, Germany 235-252
2. Analogue Devices, 1998. AD7394 Data Sheet, Analogue Devices, Norwood, MA, USA.
3. Arlat J., Aguera M., Amat L., Crouzet Y., Fabre J.-C., Laprie J.-C., Martins E., and Powell D. Fault injection for dependability validation - a methodology and some applications. IEEE Trans. Software Eng. 16 2 (1990) 166-182
4. Arlat J., Costas A., Crouzet Y., Laprie J.-C., and Powell D. Fault injection and dependability evaluation of fault-tolerant systems. IEEE Trans. Comput. 42 8 (1993) 913-923
5. AutoSim, 2007. Driving Research Simulators, , (accessed July 2007).
6. Ayavoo D., Pont M.J., Short M., and Parker S. Two novel shared-clock scheduling algorithms for use with CAN-based distributed systems. Microprocess. Microsyst. 31 5 (2007) 326-334
7. Bakker, E., Pacejka H., Lidner, L., 1989. A new tire model with application in vehicle dynamic studies, SAE Paper No. 890087, pp. 101-113.
8. Bate, I.J., 1998. Scheduling and timing analysis for safety critical real-time systems, Ph.D. dissertation, Department of Computer Science, University of York, UK.
9. Bosch, 1991. CAN Specification Version 2.0, Robert Bosch GmbH.
10. Bullock D., Johnson B., Wells R.B., Kyte M., and Li Z. Hardware-in-the-loop simulation. Transport. Res. Part C 12 (2004) 73-89
11. Butler R.W., and Finelli G.B. The infeasibility of quantifying the reliability of life-critical real-time software. IEEE Trans. Software Eng. 19 1 (1993) 3-12
12. Cole Jr, J.S., Jolly, A.C., 1996. Hardware-in-the-loop simulation at the US Army Missile Command, In: Proceedings of SPIE Vol. 2741: Technologies for Synthetic Environments: Hardware-in-the-Loop Testing, pp. 14-19.
13. Courage K., Lee, S., 2005. Hardware in the loop Traffic Simulation: Final Report, University of Florida, Report No. UFTRC-965-1.
14. DFT, 2003. Road Traffic Statistics: 2003, Transport Statistics Bulletin SB(03)26, The Department For Transport, UK, July 2003.
15. DFT, 2004. Vehicle Speeds In Great Britain: 2003, Transport Statistics Bulletin SB(04)29, The Department For Transport, May 2004.
16. Ellims, M., 2000. Hardware in the loop testing, In: Proceedings of IMECHE Symposium IEE Control 2000, Cambridge, UK, September 2000.
17. Fancher, P., Ervin, R. Sayer, J., Hagan, M., Bogard, S. Bareket, Z., Mefford, M., Haugen, J., 1998. Intelligent Cruise Control Field Operational Test: Final Report, University of Michigan, Ann Arbor, Transportation Research Institute, UMTRI-98-17, July 1998.
18. Fang, X., Pham H.A., Kobayashi, M., 2001. PD controller for car following models based on real data, In: First Human-Centered Transportation Simulation Conference, Iowa City, Iowa, November 4-7, 2001.
19. Franklin G.F., Powell J.D., and Emani-Naeini A. Feedback Control of Dynamic Systems. third ed. (1994), Addison-Wesley, Reading, Massachusetts
20. Gillespie T. Fundamentals of Vehicle Dynamics (1992), Society of Automotive Engineers (SAE) Press Inc.
21. Gipps P.G. A model for the structure of lane-changing decisions. Transport. Res. 20B 5 (1986) 403-414
22. Gomez, M., 2001. Hardware-in-the-loop simulation, In: Embedded Systems Programming, vol. 14, No. 13.
23. Hakiwara K., Terayama S., Takeda Y., Yoda K., and Suzuki S. Development of automatic transmission control system using hardware-in-the-loop simulation system. JSAE Rev. 23 (2002) 55-59
24. Hammett, R., 2002. Design by extrapolation: an evaluation of fault tolerant avionics. IEEE AESS Systems and Magazine.
25. Hecht, M., Hecht, H., 2000. Use of importance sampling and related techniques to measure very high reliability software, In: Proceedings of IEEE Aerospace 2000 Conference, Big Sky, MT, March, 2000.
26. Heidelberger P. Fast simulation of rare events in queuing and reliability models. ACM Trans. Model. Comput. Simulat. 5 1 (1995) 43-85
27. Hollingwood J., Butterfield D., Swart B., and Allsop J. C++ Builder™ 5 Developer's Guide (2001), Sams Publishing
28. Holzmann G.J. The power of ten: rules for developing safety critical code. IEEE Comput. 39 6 (2006) 93-95
29. Iserman R., Schwarz R., and Stoltz S. Fault-tolerant drive-by-wire systems. IEEE Control Syst. Mag. 22 5 (2002) 64-81
30. ISO, 2003. Adaptive cruise control systems - performance requirements and test procedures, International Standards Organization, Standard number 15622, Geneva, Switzerland.
31. Kendall I.R., and Jones R.P. An investigation into the use of hardware-in-the-loop simulation testing for automotive electronic control systems. Control Eng. Practice 7 (1999) 1343-1356
32. Lean G., Heffernan D., and Dunne A. Digital networks in the automotive vehicle. IEE Comput. Control Eng. 10 6 (1999) 257-266
33. Levenson N.G. Safeware: System Safety and Computers (1995), Addison-Wesley, Reading, MA
34. Li J., Yu F., Zhang J.W., Feng J.Z., and Zhao H.P. The rapid development of a vehicle electronic control system and its application to an antilock braking system based on hardware-in-the-loop simulation. Proc. Inst. Mech. Eng. Part D: Automobile Systems 216 (2002) 95-105
35. Li Q., Whitely J.R., and Rhinehart R.R. A relative performance monitor for process controllers. Int. J. Adapt. Control Signal Process. 17 (2003) 685-708
36. Lutz R.R., and Mikulski I.C. Operational anomalies as a cause of safety-critical requirements evolution. J. Syst. Software 65 (2003) 155-161
37. Mathworks, 2007. Automotive Embedded System Design, WWW Page: , (accessed July 2007).
38. McDonald, M., Brackstone M., Jeffery, D., 1994. Simulation of lane usage characteristics on 3 lane motorways, In: Proceedings of the 27th ISATA Conference, Aachen, Germany, pp. 365-372.
39. Microsoft Corporation, 1998. About multimedia timers, Microsoft MSDN Library, Platform SDK.
40. MISRA, 2001. Report 2 - Integrity, Motor Industry Software Reliability Report, Released February 2001.
41. MISRA, 2004.Guidelines for the use of the C language in vehicle based software, Motor Industry Software Reliability Report, October 2004.
42. Olsen, E.C.B., Lee S.E., Wierville, W.W., 2002. Analysis of distribution, frequency, and duration of naturalistic lane changes, In: Proceedings of the 46th Human Factors and Ergonomics Society, Baltimore, USA, 1789-1793, September 2002.
43. Paramics, 2007. Paramics: Overview, WWW Page, , (accessed July 2007).
44. Phytec, 2003. phyCORE 167CS Hardware Manual, Phytec, April 2003.
45. Pont M.J. Patterns for Time-triggered Embedded Systems: Building Reliable Applications with the 8051 Family of Microcontrollers (2001), ACM Press/Addison-Wesley Publishing
46. Pont, M.J., Norman, A.J., Mwelwa C., Edwards, T., 2003. Prototyping time-triggered embedded systems using PC hardware, In: Proceedings of EuroPLoP 2003, Germany, June 2003.
47. SAE, 1993a. Class C Application Requirement Considerations, SAE Recommended Practice J2056/1, SAE, June 1993.
48. SAE, 1993b. Survey of Known Protocols, SAE Information Report J2056/2, SAE, April 1993.
49. Short, M., Pont, M.J., 2005. Hardware in the loop simulation of embedded automotive control systems, In: Proceedings of the 8th IEEE International Conference on Intelligent Transportation Systems (ITSC 2005), Vienna, Austria, 13-16 September 2005, pp. 226-231.
50. Short M., and Pont M.J. Fault-tolerant time-triggered communication using CAN. IEEE Trans. Ind. Inform. 3 2 (2007) 131-142
51. Short, M., Pont, M.J., 2007b. Accelerated Fault Injection Testing Of Distributed Embedded Systems, University of Leicester, Technical Report ESL 07-04, March 2007.
52. Short, M., Pont, M.J., 2007c. Verification And Validation Of The HIL Test Facility, University of Leicester, Technical Report ESL 07-05, March 2007.
53. Short, M., Pont M.J., Huang, Q., 2004a. Simulation of vehicle longitudinal dynamics, Technical report ESL 04/01, Embedded Systems Laboratory, University of Leicester.
54. Short, M., Pont M.J., Huang, Q., 2004b. Simulation of motorway traffic flows, Technical report ESL 04/02, Embedded Systems Laboratory, University of Leicester.
55. Short, M., Pont M.J., Huang, Q., 2004c. Control technologies for automotive drive-by-wire applications, Technical report ESL 04/04, Embedded Systems Laboratory, University of Leicester.
56. Short M.J., Fang J., Pont M.J., and Rajabzadeh A. Assessing the impact of redundancy on the performance of a brake-by-wire system. SAE Trans.: J. Passenger Cars (Electronic and Electrical Systems) 115 7 (2007) 331-338
57. Sosnowski J. Software-based self-testing of microprocessors. J. Syst. Architect. 52 (2006) 257-271
58. Stanton N.A., Young M.S., and McCaulder B. Drive-by-wire: The case of driver workload and reclaiming control with adaptive cruise control. Safety Sci. 27 (1997) 149-159
59. Stoepler G., Menzel T., and Douglas S. Hardware-in-the-loop simulation of machine tools and manufacturing systems. IEE Comput. Control Eng. 16 (2005) 10-15
60. Storey N. Safety Critical Computer Systems (1996), Addison Wesley Publishing
61. Tang, D., Hecht, H., Hecht, M., 1997. Software dependability assessment - myth and reality, Appears in Issues in NASA Program and Project Management No. 12, Washington, DC, June 1997.
62. Torngren M. Fundamentals of implementing real-time control applications in distributed computing systems. Real-Time Syst. 14 (1998) 219-250
63. Turner, J.D., Austin, L., 2000. A review of current sensor technologies and applications within automotive and traffic control systems, In: Proceedings of the Institution of Mechanical Engineers, vol. 214, Part D, No. D6, pp. 589-615.
64. Verburg, D.J., van der Knaap, A.C.M., Ploeg, J., 2002. VEHIL: developing and testing intelligent vehicles, In: Proceedings IEEE Intelligent Vehicle Symposium 2002 (IV2002), Versailles, France, June 2002.
65. Wu J., Brackstone M., and McDonald M. Fuzzy sets and systems for a motorway microscopic simulation model. Fuzzy Sets Syst. 116 1 (2000) 65-76
66. Yang, Q., 1997. A simulation laboratory for evaluation of dynamic traffic management systems, Ph.D. dissertation, Massachusetts Institute Of Technology, USA.