| |
Selfishness-aware target tracking in vehicular mobile WiMAX networks
- 作者:Sudip Misra ; Nayan Ranjan Kapri ; Bernd E. Wolfinger
- 关键词:Mobile WiMAX ; Vehicular networks ; Selfish node ; Tracking ; SLWE ; Unscented Kalman Filter
- 刊名:Telecommunication Systems
- 出版年:2015
- 出版时间:April 2015
- 年:2015
- 卷:58
- 期:4
- 页码:313-328
- 全文大小:1,926 KB
- 参考文献:1. Aatique, M. (1997). / Evaluation of TDOA Techniques for Position Location in CDMA Systems. Blacksburg: Master of Science, Virginia Polytechnic Institute and State University, Electrical Engineering.
2. Akyildiz, IF, Wang, X (2005) A Survey on Wireless Mesh Networks. IEEE Communications Magazine 43: pp. S23-S30 CrossRef 3. Arulampalam, MS, Maskell, S, Gordon, N, Clapp, T (2002) A tutorial on Particle Filters for online nonlinear/non-Gaussian Bayesian tracking. IEEE Transactions on Signal Processing 50: pp. 174-188 CrossRef 4. Bandyopadhyay, S., & Coyle, E. J. (2003). An Energy Efficient Hierarchical Clustering Algorithm for Wireless Sensor Networks. 22nd Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2003), / 3, 1713-723. 5. Barton, RJ, Rao, D (2008) Performance Capabilities of Long-Range UWB-IR TDOA Localization Systems. EURASIP Journal on Advances in Signal Processing 2008: pp. 2008 6. Biswas, P., Aghajan, H., Ye, Y. (2005). Integration of Angle of Arrival Information for Multimodal Sensor Network Localization using Semidefinite Programming, In Proceedings of 39th Asilomar Conference on Signals, Systems and Computers, 2005. 7. Bshara, M., Biesen, L.V. (2009). Tracking in WiMAX Networks depending on the available RSS-based information, VIII Semetro, Joo Pessoa. 8. Cagalj, M., Ganeriwal, S., Aad, I., & Hubaux, J. P. (2005). On Selfish Behavior in CSMA/CA Networks. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, / 4, 2513-524. 9. Chan, YT, Tsui, WY, So, HC, Ching, PC (2006) Time of arrival based localization in NLOS condition. IEEE Transactions on Vehicular Technology 55: pp. 17-24 CrossRef 10. Chandrasekar, R, Misra, S, Obaidat, MS (2008) FORK: A Novel Two-Pronged Strategy for an Agent-Based Intrusion Detection Scheme in Ad-Hoc Networks. Computer Communications 31: pp. 3855-3869 CrossRef 11. Dhurandher, SK, Misra, S, Obaidat, MS, Bansal, V, Singh, P, Punia, V (2009) EEAODR: An Energy-Efficient On-Demand Routing Protocol for Wireless Ad-Hoc Networks. International Journal of Communication Systems 22: pp. 789-817 CrossRef 12. Dhurandher, SK, Misra, S, Obaidat, MS, Gupta, N (2009) An Ant Colony Optimization Approach for Reputation and Quality-of-Service-Based Security in Wireless Sensor Networks. Security and Communication Networks 2: pp. 215-224 CrossRef 13. Estves, JS, Carvalho, A, Couto, C (2003) Generalized Geometric Triangulation Algorithm for Mobile Robot Absolute Self-Localization. IEEE International Symposium on Industrial Electronics 1: pp. 346-351 14. Friis, HT (1946) A Note on a Simple Transmission Formula. Proceedings of the IRE 34: pp. 254-256 CrossRef 15. Guvenc, I. Chong, C.C. Watanabe, F. (2007). Analysis of a Linear Least-Squares Localization Technique in LOS and NLOS Environments, IEEE 65th Vehicular Technnology Conference 2007, VTC2007-Spring, pp. 1886-890, May 2007. 16. Han, G, Xu, H, Duong, TQ, Jiang, J, Hara, T (2011) Localization algorithms of Wireless Sensor Networks: A survey. Telecommunication Systems 12: pp. 2026-2061 17. Hong, X., Gerla, M., Pei, G., & Chiang, C.-C. (1999). A group mobility model for ad hoc wireless networks. Proceedings of the 2nd ACM International Workshop on Modeling (pp. 53-0)., Analysis and Simulation of Wireless and Mobile Systems Washington, United States: Seattle. 18. Julier, SJ, Uhlmann, JK (1997) A New Extension of the Kalman Filter to Nonlinear Systems. Proceedings SPIE 3068: pp. 182-193 CrossRef 19. Junglas, IA, Watson, RT (2008) Location-Based-Services: Evaluating user perceptions of location tracking and location awareness services. Communications of the ACM 51: pp. 65-69 CrossRef 20. Kleusberg, A., Langley, R.B. (1990). The Limitations of GPS, / GPS World. 21. Lee, SC, Lee, WR, You, KH (2009) TDOA based UAV Localization using Dual-EKF Algor - 刊物类别:Business and Economics
- 刊物主题:Economics
Business Information Systems Computer Communication Networks Artificial Intelligence and Robotics Probability Theory and Stochastic Processes
- 出版者:Springer Netherlands
- ISSN:1572-9451
文摘
The location information of a mobile node is an essential parameter for vehicle monitoring and other location-based services (Junglas and Watson, Commun ACM 51(3):65-9, 2008). The conventional methods used for target tracking, which are applicable for vehicular networks, are either Global Positioning System-based, time of propagation-based or signal strength-based. All of these methods have their own limitations such as additional hardware requirement, power consumption, lack of accuracy, and environmental dependencies. Besides, traditional tracking algorithms do not consider the presence of misbehaving nodes in the network. In this paper, we study target tracking in vehicular mobile WiMAX network environments. We present the proposed Selfishness-Aware Target Tracking (SATT) algorithm. SATT uses time difference of arrival based measurement data when the target is in line-of-sight (LOS) with more than three base stations (BSs). When no more than three LOS links between the target and the BSs are available, then the cluster-head, which serves the target at that instant, activates the three most promising mobile nodes for collecting location information of the target. We use the Stochastic Learning Weak Estimator (Oommen and Rueda, Pattern Recogn 39(3):328-41, 2006) method for keeping track of the misbehaving nodes in the network. The volunteer nodes are selected for target tracking based on this information. Unscented Kalman Filter is used for estimation of the position and velocity of the target. The simulation results show that the SATT algorithm increases the accuracy in tracking information up to 70?% in comparison to the other methods and the algorithm is able to achieve 55-5?% cooperation depending on the degree of misbehavior in the network.
| |
NGLC 2004-2010.National Geological Library of China All Rights Reserved.
Add:29 Xueyuan Rd,Haidian District,Beijing,PRC. Mail Add: 8324 mailbox 100083
For exchange or info please contact us via email.
| |