Adaptive momentum-based motion detection approach and its application on handoff in wireless networks

Sensors

Volumn 9, Issue 7, 2009, Pages 5715-5739

  Chung, Tein Yaw ^a   Chen, Yung Mu ^a   Hsu, Chih Hung ^a  

^a YUAN ZE UNIVERSITY   (Taiwan)

Author keywords

Exponentially weighted moving average; Handoff; Momentum; Motion detection; MRSS; Ping pong effect; Received signal strength

Indexed keywords

EXPONENTIALLY WEIGHTED MOVING AVERAGE; HANDOFF; MOTION DETECTION; MRSS; PING-PONG EFFECT; RECEIVED SIGNAL STRENGTH;

MOMENTUM;

ALGORITHMS;

EID: 77952471842     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s09075715     Document Type: Article

References (37)

1. Hernandez, W. Robust Multivariable Estimation of the Relevant Information Coming from a Wheel Speed Sensor and an Accelerometer Embedded in a Car under Performance Tests. Sensors 2005, 5, 488-508.
2. Hernandez, W. A Survey on Optimal Signal Processing Techniques Applied to Improve the Performance of Mechanical Sensors in Automotive Applications. Sensors 2007, 7, 84-102.
3. Wang, Y.-F.; Liu, L.-L. Grey Target Tracking and Self-Healing on Vehicular Sensor Networks. EURASIP J. Wirel. Commun. Netw. 2007, 63503:1-63503:14. doi:10.1155/2007/63503.
4. Sahin, Y.G. Animals as Mobile Biological Sensors for Forest Fire Detection. Sensors 2007, 7, 3084-3099.
5. Lambrou, T.P.; Panayiotou, C.G. Collaborative Area Monitoring Using Wireless Sensor Networks with Stationary and Mobile Nodes. EURASIP J. Adv. Signal Process. 2009, 750657:1-750657:16.
6. Arkko, J.; Aboba, B.; Korhonen, J.; Bari, F. Network Discovery and Selection Problem. IETF RFC 2008,5113,1-39.
7. Vijayan, R.; Holtzman, J.M. A Model for Analyzing Handoff Algorithms. IEEE Trans. Veh. Technol. 1993, 42, 351-356.
8. Pollini, G.P. Trends in Handover Design. IEEE Commun. Mag. 1996, 34, 82-90.
9. ETSI GSM 08.08: Digital Cellular Telecommunications System (Phase 2+); Mobile-services Switching Centre - Base Station System (MSC - BSS) Interface, Layer 3 Specification, version 5.12.0 ed.; France, June 2000.
10. Shirvani Moghaddam, S.; Tabataba Vakili, V.; Falahati, A. New Handoff Initiation Algorithm (Optimum Combination of Hysteresis and Threshold Based Methods). In Proceedings of the 52nd IEEE Vehicular Technology Conference (IEEE VTS-Fall VTC 2000), Boston, MA, USA, September 2000; pp. 1567-1574.
11. Pahlavan, K.; Krishnamurthy, P.; Hatami, A.; Ylianttila, M.; Makela, J.P.; Pichna, R.; Vallstrom, J. Handoff in Hybrid Mobile Data Networks. IEEE Pers. Commun. 2000, 7, 34-47.
12. Ylianttila, M.; Pande, M.; Makela, J.; Mahonen, P. Optimization Scheme for Mobile Users Performing Vertical Handoffs between IEEE 802.11 and GPRS/EDGE Networks. Proceedings of the IEEE Global Telecommunications Conference 2001 (GLOBECOM'01), San Antonio, TX, USA, Nov. 2001; pp. 3439-3443.
13. Guo, C.X.; Guo, Z.H.; Zhang, Q.; Zhu, W.W. A seamless and proactive end-to-end mobility solution for roaming across heterogeneous wireless networks. IEEE J. Sel. Areas Commun. 2004, 22, 834-848.
14. Chang, B.J.; Lin, S.Y. Mobile IPv6-based efficient vertical handoff approach for heterogeneous wireless networks. Wirel. Commun. Mob. Comput. 2006, 6, 691-709.
15. Chen, W.-T.; Liu, J.-C.; Huang, H.-K. An Adaptive Scheme for Vertical Handoff in Wireless Over- lay Networks. In Proceedings of the Tenth International Conference on Parallel and Distributed Systems (ICPADS 2004), Newport Beach, CA, USA, 2004; pp. 541-548.
16. Kim, J.S.; Serpedin, E.; Shin, D.R.; Qaraqe, K. Handoff Triggering and Network Selection Algorithms for Load-Balancing Handoff in CDMA-WLAN Integrated Networks. EURASIP J. Wirel. Commun. Netw. 2008, 136939:1-136939:14. doi:10.1155/2008/136939.
17. Zahran, A.H.; Liang, B.; Saleh, A. Signal Threshold Adaptation for Vertical Handoff in Heteroge- neous Wireless Networks. Mobile Netw. Appl. 2006, 11, 625-640.
18. Woon, S.; Golmie, N.; Sekercioglu, Y.A. Effective Link Triggers to Improve Handover Performance. In Proceedings of the IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2006), Helsinki, Finland, 2006; pp. 1-5.
19. IEEE 802.21 Task Group, http://www.ieee802.org/21/.
20. Ylianttila, M.; Makela, J.; Pahlavan, K. Analysis of Handoff in a Location-Aware Vertical Multi-Access Network. Comput. Netw. 2005, 47, 185-201.
21. Chiang, K.-W.; Chang, H.-W.; Li, C.-Y.; Huang, Y.-W. An Artificial Neural Network Embedded Position and Orientation Determination Algorithm for Low Cost MEMS INS/GPS Integrated Sensors. Sensors 2009, 9, 2586-2610.
22. Bahl, P.; Padmanabhan, V.N. RADAR: An in-Building RF-Based User Location and Tracking System. In Proceedings of IEEE Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2000), Tel-Aviv Israel, 2000; pp. 775-784.
23. Inoue, M.; Wu, G.; Mahmud, K.; Murakami, H.; Hasegawa, M. Development of MIRAI System for Heterogeneous Wireless Networks. In Proceedings of the 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, (IEEE PIMRC'02). Lisbon, Portugal, 2002; pp. 69-73.
24. Xiang, Z.; Song, S.; Chen, J.; Wang, H.; Huang, J.; Gao, X. A Wireless LAN-Based Indoor Positioning Technology. IBM J. Res. Dev. 2004, 48, 617-626.
25. Krishnakumar, A.S.; Krishnan, P. On the Accuracy of Signal Strength-based Estimation Techniques. In Proceedings of IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2005), Miami, FL, USA, 2005; pp. 642-650.
26. Madigan, D.; Einahrawy, E.; Martin, R.P.; Ju, W.H.; Krishnan, P.; Krishnakumar, A.S. Bayesian Indoor Positioning Systems. In Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2005), Miami, FL, USA, 2005; pp. 1217-1227.
27. Chen, Y. M.; Chung, T.Y.; Lai, M.Y.; Hsu, C.H. MACD-Based Motion Detection Approach in Heterogeneous Networks. EURASIP J. Wirel. Commun. Netw. 2008, 540873:1-540873:14.
28. Dogandzic, A.; Riba, J.; Seco, G.; Swindlehurst, A.L. Positioning and Navigation with Applications to Communications. IEEE Signal Process. Mag. 2005, 22, 10-11.
29. Chao, W.K.; Lay, K.T. Mobile Positioning and Tracking Based on TOA/TSOA/TDOA/AOA with NLOS-Reduced Distance Measurements. IEICE Trans. Commun. 2007, E90b, 3643-3653.
30. Chen, C.S.; Su, S.L.; Huang, Y.F. Hybrid TOA/AOA Geometrical Positioning Schemes for Mobile Location. IEICE Trans. Commun. 2009, E92b, 396-402.
31. Lau, E.E.L.; Chung, W.Y. Accuracy Refinement Algorithm for Mobile Target Location Tracking by Radio Signal Strength Indication Approach. IEICE T. Fund. Electr. 2008, E91a, 1659-1665.
32. Chiou, Y.-S.; Wang, C.-L.; Yeh, S.-C.; Su, M.-Y. Design of an Adaptive Positioning System Based on WiFi Radio Signals. Comput. Commun. 2009, 32, 1245-1254.
33. Box, G.; Gwilym, E.P.; Jenkins, M. Time Series Analysis: Forecasting and Control, Revised Edition; Holden-Day: San Francisco, CA, USA, 1976.
34. Mallat, S.G. A Theory for Multiresolution Signal Decomposition: The Wavelet Representation. IEEE Trans. Pattern Anal. Mach. Intell. 1989, 11, 674-693.
35. Mobile WiMAX - Part 1: A Technical Overview and Performance Evaluation, WiMAX Forum, August 2006.
36. The Network Simulator - ns-2, http://www.isi.edu/nsnam/ns/.
37. BonnMotion: A Mobility Scenario Generation and Analysis Tool, http://web.informatik.uni-bonn.de/IV/Mitarbeiter/dewaal/BonnMotion.