Abstract
Node motion and complex radio environment make packet loss estimation in VANET difficult. However, packet loss estimation impacts routing protocol and transmission control algorithm of VANET, so it is an important issue. In this chapter, we measured packet error of VANET in real urban road, and analyzed the characteristics of packet error in VANET, described packet error by a packet-level Makov (PLM) model and used GMM (Gaussian Mixture Model) to present probability density of packet error, and then proposed two methods to estimate packet error, one is based on PLM model, and another is RPEE (real-time packet error estimation) which adopts GMM of probability density of packet error in VANET.
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References
Fan, L., Yu, W.: Routing in Vehicular Ad Hoc Networks: A Survey. Vehicular Technology Magazine 2(2), 12–22 (2007)
Hartenstein, H., Laberteaux, K.P.: A Tutorial Survey on Vehicular Ad Hoc Networks. Communications Magazine 46(6), 164–171 (2008)
http://pdos.csail.mit.edu/~rtm/papers/carnet00-abstract.html
http://www.winlab.rutgers.edu/pub/docs/focus/vehicular-networks.html
Bouassida, M.S., Shawky, M.: On the Congestion Control within VANET. Wireless Days, 1–5 (November 24-27, 2008)
IEEE WG, IEEE 802.11p/D2.01, Draft Amendement to Part 11: Wireless Medium Access Control (MAC) and Physical Layer (PHY) specifications: Wireless Access in Vehicular Environments (March 2007)
Choi, N., Choi, S., Seok, Y., Kwon, T., Choi, Y.: A Solicitation-based IEEE 802.11p MAC Protocol for Roadside to Vehicular Networks. Mobile Networking for Vehicular Environments, 91–96 (May 2007)
Perkins, C.E., Belding-Royer, E.M., Das, S.: Ad Hoc On Demand Distance Vector (AODV) Routing, IETF Request For Comments 3561 (2003)
Johnson, D.B., Maltz, D.A., Hu, Y.-C.: The Dynamic Source Routing Protocol for Mobile Ad Hoc Networks (DSR), Internet Draft: <draftietf-manetdsr-10.txt>, July 19 (2004)
Lochert, C., Hartenstein, H., Tian, J., Herrmann, D., Füßler, H., Mauve, M.: A Routing Strategy for Vehicular Ad Hoc Networks in City Environments. In: IEEE Intelligent Vehicles Symposium (IV 2003), Columbus, OH, USA, June 2003, vol. 1, pp. 156–16 (2003)
Jerbi, M., Senouci, S.-M., Meraihi, R., Ghamri-Doudane, Y.: An Improved Vehicular Ad Hoc Routing Protocol for City Environments. In: ICC 2007, June 2007, pp. 3972–3979 (2007)
Lochert, C., et al.: A routing strategy for vehicular ad hoc networks in city environments. In: IVS 2003, June 2003, pp. 156–161 (2003)
Zhang, M., Wolff, R.: Routing Protocols for Vehicular Ad Hoc Networks in Rural Areas. Communications Magazine 46(11), 126–131 (2008)
Schmitz, R., Leiggener, A., Festag, A., Eggert, L., Effelsberg, W.: Analysis of Path Characteristics and Transport Protocol Design in Vehicular Ad Hoc Networks. In: Proc. of the 63. IEEE Semiannual Vehicular Technology Conference (VTC-Spring), pp. 528–532 (2006)
Sardar, B., Chand, P., Saha, D.: A novel version of Wireless TCP for Vehicular On-Board IP Networks. In: Proc. of Vehicular Technology Conference, 2006 Spring, pp. 876–880. IEEE Press, Grand Hyatt Melbourne (2006)
Khorashadi, B., Chen, A., Ghosal, D.: Impact of Transmission Power on the Performance of UDP in Vehicular Ad Hoc Networks. In: ICC 2007, June 2007, pp. 3698–3703 (2007)
Chen, A., Khorashadi, B., Ghosal, D., Chuah, C.-N.: Impact of Transmission Power on TCP Performance in Vehicular Ad Hoc Networks. In: WONS 2007, January 2007, pp. 65–71 (2007)
Bouassida, M.S., Shawky, M.: On the Congestion Control within VANET. In: On the congestion control within VANET, WD 2008, November 2008, pp. 1–5 (2008)
Torrent-Moreno, M., Santi, P., Hartenstein, H.: Fair Sharing of Bandwidth in VANETs. In: Proceedings of the second ACM In-ternational Workshop on Vehicular Ad Hoc Networks (VANET), pp. 49–58 (2005)
Wischhof, L., Rohling, H.: Congestion control in vehicular ad hoc networks. In: Vehicular Electronics and Safety, October 2005, pp. 58–63 (2005)
Sofra, N., Gkelias, A., Leung, K.K.: Link Residual-Time Estimation for VANET Cross-Layer Design. In: IWCLD 2009, pp. 1–5 (2009)
Hsin-Mu, T., Wisitpongphan, N., Tonguz, O.K.: Link-quality aware ad hoc on-demand distance vector routing protocol. In: 1st Int. Symp. On Wireless Pervasive Computing, p. 6 (2006)
Chang, R., Leu, S.: Long-lived path routing with received signal strength for ad hoc networks. In: 1st International Symposium on Wireless Pervasive Computing (January 2006)
Kim, S.-C.: Analysis of Link Error in Reducing Broadcasting Redundancy of MANET AAPs. In: MSN 2008, December 2008, pp. 250–257 (2008)
Wang B.-Z; Wang Y.-P; Wang W; Lou R.-Y. Inference of Wireless Link Performance in MANET,Convergence Information Technology, 2007, Nov. 2007 Page(s):1481 – 1487.
Babich, F., Lombardi, G.: A Markov model for the mobile propagation channel. IEEE Trans. on Veh. Technol. 49, 63–73 (2000)
Gilbert, E.N.: Capacity of a burst-noise channel. The Bell System Technical Journal (39), 1253–1265 (September 1960)
Elliott, E.O.: Estimates of Error Rates for Codes on Burst-Noise Channels. The Bell Systems Technical Journal 42, 1977–1997 (1963)
Fritchman, B.D.: A Binary Channel Characterization Using Partitioned Markov Chains. IEEE Trans. Information Theory 13(2), 221–227 (1967)
Nguyen, G.T., Noble, B.: A Trace-Based Approach for Modeling Wireless Channel Beh avior. In: Proc. the 1996 Winter Simulation Conf., pp. 597–604 (1996)
Chengxiang, W., Dayong, X.: A Study on Burst Error Statistics and Error Modeling for MB-OFDM UWB Systems. In: Ultra Wideband Systems, Technologies and Applications, pp. 211–248 (2006)
Elliott, E.O.: Estimates of Error Rates for Codes on Burst-Noise Channels. The Bell Systems Technical Journal 42, 1977–1997 (1963)
Karner, W., Nemethova, O., Rupp, M.: Link Error Prediction in Wireless Communication Systems with Quality Based Power Control. In: Proc. IEEE Int. Conf. Comm. (ICC), Glasgow, Scotland (June 2007)
Karner, W., Rupp, M.: Measurement-Based Analysis and Modelling of UMTS DCH Error Characteristics for Static Scenarios. In: Proc. 8th Int. Symp. DSP and Comm. Systems (DSPCS), Sunshine Coast, Australia (December 2005)
Subasingha, S., Murthi, M.N., Andersen, S.V.: On GMM Kalman predictive coding of LSFS for packet loss. Acoustics, Speech and Signal Processing, 4105–4108 (2009)
Bilmes, J.A.: A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models[R]. ICSI TR-97-021, Department of Electrical Engineering and Computing Science, U.C. Berkeley, USA (1998)
Shravan, R., Arunesh, M., Dheeraj, A., Sharad, S., Suman, B.: Diagnosing Wireless Packet Losses in 802.11:Separating Collision from Weak Signal. In: Infocomm 2008 (2008)
Yun, J.-H., Seo, S.-W.: Collision Detection based on RE Energy Duration in IEEE 802.11 Wireless LAN. In: Comsware (2006)
Miu, A., Balakrishnan, H., Koksal, C.E.: Improving loss resilience with multi-radio diversity in wireless networks. In: ACM MOBICOM (2005)
Cheng, Y., Bellardo, J., Benkö, P., Snoeren, A., Voelker, G., Savage, S.: Jigsaw: solving the puzzle of enterprise 802.11 analysis. In: SIGCOMM 2006 (2006)
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Jiang, H., Yang, Y., Xu, J., Wang, L. (2010). Estimation of Packet Error Rate at Wireless Link of VANET. In: Mukhopadhyay, S.C., Leung, H. (eds) Advances in Wireless Sensors and Sensor Networks. Lecture Notes in Electrical Engineering, vol 64. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12707-6_15
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DOI: https://doi.org/10.1007/978-3-642-12707-6_15
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