Markov and multifractal wavelet models for wireless MAC-to-MAC channels

Performance Evaluation

Volumn 64, Issue 4, 2007, Pages 298-314

  Khayam, Syed A ^a   Radha, Hayder ^a   Aviyente, Selin ^a   Deller Jr , J R ^a  

^a Michigan State University   (United States)

Author keywords

802.11b networks; Bit errors; Channel model; Long range dependence; Markov chains

Indexed keywords

BIT ERROR RATE; MARKOV PROCESSES; MATHEMATICAL MODELS; WAVELET TRANSFORMS; WIRELESS TELECOMMUNICATION SYSTEMS;

BIT ERRORS; LONG-RANGE DEPENDENT (LRD); MULTIFRACTAL WAVELET MODELS;

NETWORK PROTOCOLS;

EID: 33846341139     PISSN: 01665316     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.peva.2006.06.001     Document Type: Article

References (51)

1. Abry P., Flandrin P., Taqqu M., and Veitch D. Wavelets for the analysis, estimation and synthesis of scaling data. Self Similar Network Traffic Analysis and Performance Evaluation (2000), Wiley
2. Abry P., Baraniuk R., Flandrin P., Riedi R., and Veitch D. Multiscale nature of network traffic. IEEE Signal Processing Magazine 19 3 (2002) 28-46
3. Adler R.J., Feldman R.E., and Taqqu M. A Practical Guide to Heavy Tails (1998), Birkhäuser pp. 373-407
4. Anton-Haro C., Fonollosa J.A., and Fonollosa J.R. Blind channel estimation and data detection using hidden Markov models. IEEE Transactions on Signal Processing 45 1 (1997) 241-246
5. Anton-Haro C., Fonollosa J.A., Fauli C., and Fonollosa J.R. On the inclusion of channel's time dependence in a hidden Markov model for blind channel estimation. IEEE Transactions on Vehicular Technology 50 3 (2001)
6. A. Bakre, B.R. Badrinath, I-TCP: Indirect TCP for mobile hosts, in: IEEE ICDCS, 1995
7. H. Balakrishnan, R. Katz, Explicit loss notification and wireless web performance, in: IEEE Globecom, 1998
8. Balakrishnan H., Padmanabhan V.N., Seshan S., and Katz R.H. A comparison of mechanisms for improving TCP performance over wireless links. IEEE/ACM Transactions on Networking (1997)
9. Brockwell P., and Davis R. Introduction to Time Series and Forecasting (1996), Springer: Verlag
10. Caceres R., and Iftode L. Improving the performance of reliable transport protocols in mobile computing environments. IEEE JSAC 13 5 (1995)
11. K. Chandran, S. Raghunathan, S. Venkatesan, R. Prakash, A feedback based scheme for improving TCP performance in ad-hoc wireless networks, in: IEEE ICDCS, 1998
12. Chen A.M., and Rao R.R. Wireless channel models - coping with complexity. Wireless Multimedia Network Technologies (1999), Kluwer Academic Publishers 271-288
13. A.M. Chen, R.R. Rao, On tractable wireless channel models, in: IEEE PIMRC, 1998
14. Cover T., and Thomas J. Elements of Information Theory (1991), Wiley, New York
15. Cox D. Long-range dependence: A review. Statistics: An Appraisal (1984) 55-74
16. Deller Jr. J.R., Hansen J.H.L., and Proakis J.G. Discrete-Time Processing of Speech Signals (2000), Wiley-IEEE Press
17. T.D. Dyer, R.V. Boppana, A comparison of TCP performance over three routing protocols for mobile ad hoc networks, in: ACM MobiHoc, 2001
18. Z. Fu, X. Meng, S. Lu, How bad TCP can perform in mobile ad hoc networks, in: IEEE ISCC, 2002
19. M. Gerla, K. Tang, R. Bagrodia, TCP performance in wireless multihop networks, in: IEEE WMCSA, 1999
20. Holland G., and Vaidya N. Analysis of TCP performance over mobile ad hoc networks. ACM Wireless Networks 8 (2002) 275-288
21. IEEE Std 802.11b-1999, Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications: Higher-Speed Physical Layer Extension in the 2.4 GHz band, September 1999
22. ISO/IEC 8802-11:1999(E), Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications, August 1999
23. Ji P., Liu B., Towsley D., Ge Z., and Kurose J. Modeling frame-level errors in GSM wireless channels. Performance Evaluation 55 1-2 (2004) 165-181
24. Khayam S.A., Karande S., Radha H., and Loguinov D. Performance analysis and modeling of errors and losses over 802.11b LANs for high-bitrate real-time multimedia. Signal Processing: Image Communication 18 7 (2003) 575-595
25. Khayam S.A., and Radha H. Linear-complexity models for wireless MAC-to-MAC channels. ACM Wireless Networks 11 5 (2005) 543-555
26. Konrad A., Zhao B.Y., Joseph A.D., and Ludwig R. A Markov-based channel model algorithm for wireless networks. ACM Wireless Networks 9 (2003) 189-199
27. A. Köpke, A. Willig, H. Carl, Chaotic maps as parsimonious bit error models of wireless channels, in: IEEE Infocom, 2003
28. L. Larzon, M. Degermark, S. Pink, Efficient use of wireless bandwidth for multimedia applications, in: IEEE MoMUC, 1999
29. Merhav N., Gutman M., and Ziv J. On the estimation of the order of a Markov chain and universal data compression. IEEE Transactions on Information Theory 35 (1989) 1014-1019
30. Mueller S., Tsang R.P., and Ghosal D. Multipath routing in mobile ad hoc networks: Issues and challenges. Lecture Notes in Computer Science (2004)
31. Multifractal Wavelet Model Toolbox, http://www-dsp.rice.edu/software/mwm.shtml
32. G.T. Nguyen, R. Katz, B. Noble, A trace-based approach for modeling wireless channel behavior, in: Winter Simulation Conference, 1996
33. P. Papadimitratos, Z.J. Haas, E.G. Sirer, Path set selection in mobile ad hoc networks, in: ACM MobiHoc, 2002
34. Parsa C., and Garcia-Luna-Aceves J.J. Improving TCP performance over wireless networks at the link layer. Mobile Net. Appl. 5 (2000) 57-71
35. R.R. Rao, Higher layer perspectives on modeling the wireless channel, in: IEEE ITW, 1998
36. V. Ribeiro, R. Riedi, R. Baraniuk, Wavelets and multifractals for network traffic modeling and inference, in: IEEE ICASSP, 2001
37. Riedi R., Crouse M., Ribeiro V., and Baraniuk R. A multifractal wavelet model with application to network traffic. IEEE Transactions on Information Theory 45 3 (1999) 992-1018
38. J. Tang, G. Xue, W. Zhang, Reliable routing in mobile ad hoc networks based on mobility prediction, in: IEEE MASS, 2004
39. Teverovsky V., and Taqqu M. Testing for long-range dependence in the presence of shifting mean or a slowly declining trend using a variance-type estimator. Journal of Time Series Analysis 18 3 (1997) 279-304
40. Turin W., and van Nobelen R. Hidden Markov modeling of flat fading channels. IEEE Journal on Selected Areas in Communications 16 7 (1998)
41. Weinberger M.J., Rissanen J.J., and Feder M. A universal finite memory source. IEEE Transactions on Information Theory 41 3 (1995) 643-652
42. Willig A., Kubisch M., Hoene C., and Wolisz A. Measurements of a wireless link in an industrial environment using an IEEE 802.11-complaint physical layer. IEEE Transactions on Industrial Electronics 49 6 (2002) 1265-1282
43. A. Willig, A new class of packet- and bit-level models for wireless channels, in: IEEE PIMRC, 2001
44. Willinger W., Paxson V., Riedi R.H., and Taqqu M.S. Long-range dependence and data network traffic. Long Range Dependence: Theory and Applications (2002), Birkhäuser 373-407
45. M. Yajnik, S. Moon, J. Kurose, D. Towsley, Measurement and modelling of the temporal dependence in packet loss, in: IEEE Infocom, 1999
46. R. Yavatkar, N. Bhagwat, Improving end-to-end performance of TCP over mobile internetworks, in: Workshop on Mobile Computing Systems and Applications, 1994
47. Z. Ye, S.V. Krishnamurthy, S.K. Tripathi, A framework for reliable routing in mobile ad hoc networks, in: IEEE Infocom, 2003
48. F. Zhai, Y. Eisenberg, T.N. Pappas, R. Berry, A.K. Katsaggelos, Rate-distortion optimized product code forward error correction for video transmission over IP-based wireless networks, in: IEEE ICASSP, 2004
49. Zheng H., and Boyce J. An improved UDP protocol for video transmission over internet-to-wireless networks. IEEE Transactions on Multimedia 3 3 (2001) 356-365
50. Zorzi M., and Rao R.R. On the statistics of block errors in bursty channels. IEEE Transactions on Communications 45 6 (1997) 660-667
51. M. Zorzi, R.R. Rao, On channel modeling for delay analysis of packet communications over wireless links, in: Allerton Conference on Communications, Control and Computing, 1998