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Erschienen in: Cluster Computing 6/2019

15.03.2018

Mobility prediction in mobile ad hoc networks using eye of coverage approach

verfasst von: U. Palani, K. C. Suresh, Alamelu Nachiappan

Erschienen in: Cluster Computing | Sonderheft 6/2019

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Abstract

Mobility prediction plays an important role in efficient planning and management of the bandwidth resources available in wireless networks. Mobility prediction allows estimating the stability of the paths in a Mobile Ad Hoc Networks. The prediction of mobility is explained as that prediction for the next movement of a mobile user in which the user travels between the nodes or the access points in the wireless network. This predicted path or its movement can further help in increasing the efficiency of that of the wireless network, by means of allocating resources effectively to its access point with the highest probability (which is the next point in attachment) as opposed to mindlessly allocating the excessive resources in the neighbourhood of the mobile nodes. Identification of such stable paths improves routing process by reducing the overhead and connection interruptions. As of now the mobility prediction and mobility aware topology control protocols are assumed to know its current mobility; by the way future positions are predicted along with future distances between neighbouring nodes. We introduce a novel approach for mobility prediction in MANET that accurately predicts the mobility pattern and their future location. Our proposed scheme can provide accurate prediction.

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Literatur
1.
Zurück zum Zitat Suresh, K.C., Prakash, S., Priya, A.E., Kathirvel, A.: Primary path reservation using enhanced slot assignment in TDMA for session admission. Sci. World J. 2015, 1–11 (2014)CrossRef Suresh, K.C., Prakash, S., Priya, A.E., Kathirvel, A.: Primary path reservation using enhanced slot assignment in TDMA for session admission. Sci. World J. 2015, 1–11 (2014)CrossRef
2.
Zurück zum Zitat Mishra, S., Dhurandher, S.K., Obaidat, M., Nangia, N., Bhardwaj, N., Goyal, P., Aggarwal, S.: Node Stability-Based location updating in mobile ad-hoc networks. IEEE Syst. J. 2(2), 237–247 (2008)CrossRef Mishra, S., Dhurandher, S.K., Obaidat, M., Nangia, N., Bhardwaj, N., Goyal, P., Aggarwal, S.: Node Stability-Based location updating in mobile ad-hoc networks. IEEE Syst. J. 2(2), 237–247 (2008)CrossRef
3.
Zurück zum Zitat Qingyang, S., Feng, J., Wang, X.: Predicting the link stability based on link connectivity changes in mobile ad hoc networks. In: Proceedings of the International Conference on Wireless Communications, Networking and Information Security (WCNIS), pp. 409–414, Beijing, China, 25–27 June 2010 Qingyang, S., Feng, J., Wang, X.: Predicting the link stability based on link connectivity changes in mobile ad hoc networks. In: Proceedings of the International Conference on Wireless Communications, Networking and Information Security (WCNIS), pp. 409–414, Beijing, China, 25–27 June 2010
4.
Zurück zum Zitat Suresh, K.C., Sivaraman, K.: Improvising the performance of wireless sensor networks by quality aware stream control transmission protocol. Int. J. Appl. Eng. Res. 9(22), 5928–5936 (2014) Suresh, K.C., Sivaraman, K.: Improvising the performance of wireless sensor networks by quality aware stream control transmission protocol. Int. J. Appl. Eng. Res. 9(22), 5928–5936 (2014)
5.
Zurück zum Zitat Kulkarni, S.B., Yuvaraju, B.N.: Node connectivity, energy and bandwidth aware clustering routing algorithm for real-time traffic multicasting in MANET. In: Proceedings of the Advance Computing Conference (IACC), IEEE International, pp. 760–763, (2015) Kulkarni, S.B., Yuvaraju, B.N.: Node connectivity, energy and bandwidth aware clustering routing algorithm for real-time traffic multicasting in MANET. In: Proceedings of the Advance Computing Conference (IACC), IEEE International, pp. 760–763, (2015)
6.
Zurück zum Zitat Mohammad, S.N., Ashraf, M.J., Wasiq, S., Iqbal, S., Javaid, N.: Analysis and modeling of network connectivity in routing protocols for MANETs and VANETs. In: Proceedings of the Broadband and Wireless Computing, Communication and Applications (BWCCA), Eighth International Conference, pp. 528–533 (2013) Mohammad, S.N., Ashraf, M.J., Wasiq, S., Iqbal, S., Javaid, N.: Analysis and modeling of network connectivity in routing protocols for MANETs and VANETs. In: Proceedings of the Broadband and Wireless Computing, Communication and Applications (BWCCA), Eighth International Conference, pp. 528–533 (2013)
7.
Zurück zum Zitat Dengiz, O., Konak, A., Smith, A.E.: Connectivity management in mobile ad hoc networks using particle swarm optimization. Ad Hoc Netw. 9(7), 1312–1326 (2011)CrossRef Dengiz, O., Konak, A., Smith, A.E.: Connectivity management in mobile ad hoc networks using particle swarm optimization. Ad Hoc Netw. 9(7), 1312–1326 (2011)CrossRef
8.
Zurück zum Zitat Suresh, K.C., Prakash, S.: MAC and routing layer supports for QoS in MANET: a survey. Int. J. Comput. Appl. 60(8), 41–46 (2012) Suresh, K.C., Prakash, S.: MAC and routing layer supports for QoS in MANET: a survey. Int. J. Comput. Appl. 60(8), 41–46 (2012)
9.
Zurück zum Zitat Chen, C., Pei, Q.: A fuzzy logic controlled mobility model based on simulated traffics’ characteristics in MANET. In: Proceedings of the High Performance Computing & Simulation (HPCS), International Conference, pp. 283–289 (2015) Chen, C., Pei, Q.: A fuzzy logic controlled mobility model based on simulated traffics’ characteristics in MANET. In: Proceedings of the High Performance Computing & Simulation (HPCS), International Conference, pp. 283–289 (2015)
10.
Zurück zum Zitat Wang, N.-C., Chang, S.-W.: A reliable on-demand routing protocol for mobile ad hoc networks with mobility prediction. Comput. Commun. 29(1), 123–135 (2005)CrossRef Wang, N.-C., Chang, S.-W.: A reliable on-demand routing protocol for mobile ad hoc networks with mobility prediction. Comput. Commun. 29(1), 123–135 (2005)CrossRef
11.
Zurück zum Zitat Tang, J., Xue, G., Zhang, W.: Reliable routing in mobile ad hoc networks based on mobility prediction. In: Proceedings of the Mobile Ad hoc and Sensor Systems, 2004 IEEE International Conference, pp. 466–474 (2004) Tang, J., Xue, G., Zhang, W.: Reliable routing in mobile ad hoc networks based on mobility prediction. In: Proceedings of the Mobile Ad hoc and Sensor Systems, 2004 IEEE International Conference, pp. 466–474 (2004)
12.
Zurück zum Zitat Ashbrook, D., Starner, T.: Learning significant locations and predicting user movement with gps, In: Wearable Computers, (ISWC 2002) Sixth International Symposium, pp. 101 – 108 (2002) Ashbrook, D., Starner, T.: Learning significant locations and predicting user movement with gps, In: Wearable Computers, (ISWC 2002) Sixth International Symposium, pp. 101 – 108 (2002)
13.
Zurück zum Zitat Creixell, W., Sezaki, K.: Mobility prediction algorithm for mobile ad hoc network using pedestrian trajectory data. In: Proceedings of the TENCON 2004. 2004 IEEE Region 10 Conference, pp. 668–671 (2004) Creixell, W., Sezaki, K.: Mobility prediction algorithm for mobile ad hoc network using pedestrian trajectory data. In: Proceedings of the TENCON 2004. 2004 IEEE Region 10 Conference, pp. 668–671 (2004)
14.
Zurück zum Zitat Zaidi, Z.R., Mark, B.L.: Mobility estimation for wireless networks based on an autoregressive model. In: Proceedings of IEEE GLOBECOM, Dallas, Texas, USA, Nov–Dec (2004) Zaidi, Z.R., Mark, B.L.: Mobility estimation for wireless networks based on an autoregressive model. In: Proceedings of IEEE GLOBECOM, Dallas, Texas, USA, Nov–Dec (2004)
15.
Zurück zum Zitat Basarkod, P.I., Manvi, S.S., Albur, D.S.: Mobility based estimation of node stability in MANETs. In: Proceedings of the International Conference on Emerging Trends in Computing, Communication and Nanotechnology (ICE-CCN), pp 126–130 (2013) Basarkod, P.I., Manvi, S.S., Albur, D.S.: Mobility based estimation of node stability in MANETs. In: Proceedings of the International Conference on Emerging Trends in Computing, Communication and Nanotechnology (ICE-CCN), pp 126–130 (2013)
16.
Zurück zum Zitat Park, R., Kim, W., Jang, S.: Improved AOMDV to increase path stability by utilizing the node mobility information in MANET. In: Proceedings of the International Conference on Information Networking (ICOIN), pp 417–422 (2013) Park, R., Kim, W., Jang, S.: Improved AOMDV to increase path stability by utilizing the node mobility information in MANET. In: Proceedings of the International Conference on Information Networking (ICOIN), pp 417–422 (2013)
17.
Zurück zum Zitat Mohsin, R.J., Woods, J., Shawkat, M.Q.: Density and mobility impact on MANET routing protocols in a maritime environment. In: Proceedings of the Science and Information Conference (SAI), pp. 1046–1051 (2015) Mohsin, R.J., Woods, J., Shawkat, M.Q.: Density and mobility impact on MANET routing protocols in a maritime environment. In: Proceedings of the Science and Information Conference (SAI), pp. 1046–1051 (2015)
18.
Zurück zum Zitat Batabyal, S., Bhaumik, P.: Mobility models, traces and impact of mobility on opportunistic routing algorithms: a survey. IEEE Commun. Surv. Tutor. 17(3), 1679–1707 (2015)CrossRef Batabyal, S., Bhaumik, P.: Mobility models, traces and impact of mobility on opportunistic routing algorithms: a survey. IEEE Commun. Surv. Tutor. 17(3), 1679–1707 (2015)CrossRef
19.
Zurück zum Zitat Palani, U., Alamelumangai, V., Nachiappan, A.: Hybrid routing and load balancing protocol for wireless sensor network. Wirel. Netw. 22(8), 2659–2666 (2016)CrossRef Palani, U., Alamelumangai, V., Nachiappan, A.: Hybrid routing and load balancing protocol for wireless sensor network. Wirel. Netw. 22(8), 2659–2666 (2016)CrossRef
20.
Zurück zum Zitat Rajalakshmi, C.: Mobility prediction in MANET using neural learning methods. Artif. Intell. Syst. Mach. Learn. 9(2), 39–42 (2017) Rajalakshmi, C.: Mobility prediction in MANET using neural learning methods. Artif. Intell. Syst. Mach. Learn. 9(2), 39–42 (2017)
21.
Zurück zum Zitat Capka, J., Boutaba, R.: Mobility prediction in wireless networks using neural networks. In: Proceedings of the 7th IFIP/IEEE International Conference on Management of Multimedia Networks and Services (MMNS 2004), San Diego, CA, USA, Oct (2004) Capka, J., Boutaba, R.: Mobility prediction in wireless networks using neural networks. In: Proceedings of the 7th IFIP/IEEE International Conference on Management of Multimedia Networks and Services (MMNS 2004), San Diego, CA, USA, Oct (2004)
22.
Zurück zum Zitat Suraj, R., Tapaswi, S., Yousef, S., Pattanaik, K.K., Cole, M.: Mobility prediction in mobile ad hoc networks using a lightweight genetic algorithm. Wirel. Netw. 22(6), 1797–1806 (2016)CrossRef Suraj, R., Tapaswi, S., Yousef, S., Pattanaik, K.K., Cole, M.: Mobility prediction in mobile ad hoc networks using a lightweight genetic algorithm. Wirel. Netw. 22(6), 1797–1806 (2016)CrossRef
23.
Zurück zum Zitat Carofiglio, G., Chiasserini, C.F., Garetto, M., Leonardi, E.: Route Stability in MANETs under the random direction mobility model. IEEE Transact. Mob. Comput. 8(9), 1167–1179 (2009)CrossRef Carofiglio, G., Chiasserini, C.F., Garetto, M., Leonardi, E.: Route Stability in MANETs under the random direction mobility model. IEEE Transact. Mob. Comput. 8(9), 1167–1179 (2009)CrossRef
24.
Zurück zum Zitat Bhuvaneshwari, P., Suresh, K.C.: Throughput assurances admission control for providing Qos in MANETs. In: Proceedings of the International Conference on Electrical Communication and Computing ICECC-2014, pp. 1387–1392, 13, 14th March 2014 Bhuvaneshwari, P., Suresh, K.C.: Throughput assurances admission control for providing Qos in MANETs. In: Proceedings of the International Conference on Electrical Communication and Computing ICECC-2014, pp. 1387–1392, 13, 14th March 2014
25.
Zurück zum Zitat Namuduri, K., Pendse, R.: Analytical estimation of path duration in mobile ad hoc networks. IEEE Sens. J. 12(6), 1828–1835 (2012)CrossRef Namuduri, K., Pendse, R.: Analytical estimation of path duration in mobile ad hoc networks. IEEE Sens. J. 12(6), 1828–1835 (2012)CrossRef
Metadaten
Titel
Mobility prediction in mobile ad hoc networks using eye of coverage approach
verfasst von
U. Palani
K. C. Suresh
Alamelu Nachiappan
Publikationsdatum
15.03.2018
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe Sonderheft 6/2019
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-018-2479-2

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