REVIEW ON TARGET TRACKING METHODS FOR UNDERWATER ACOUSTIC SENSORS

Authors:

Divin Ganpathi T,Dhananjay A M,Jalendra H E,Kavya A P,

DOI NO:

https://doi.org/10.26782/jmcms.2020.02.00031

Keywords:

Target tracking,Acoustic sensors,Underwater communication,Wireless sensor networks,

Abstract

Acoustic waves are used for communication systems in underwater civilian as well as military applications. Underwater acoustic target tracking is an important component of marine exploration. A large number of target tracking methods are being used based on the nature of the marine environment. In this paper, we survey recent research on underwater tracking technologies. Classification of different under water target tracking algorithms are made based on methods used. The algorithms are analysed to identify the most appropriate one for underwater target tracking. The challenges and issues is also discussed. 

Refference:

I. Akyildiz, I.F.; Su,W.; Sankarasubramaniam, Y.; Cayirci, E., “Wireless sensor networks: A survey”, Comput. Netw., Vol. 38, pp. 393–422, 2002.
II. Asif, M.; Arshad, M.R.; Yahya, A., “An active contour for underwater target tracking and navigation” In Proceedings of the Inernational Conference on Man-Machine System, Langkawi, Malaysia, pp. 1–7, 2005.
III. Asmaa, E.; Said, R.; Lahoucine, K., “Review of recovery techniques to recapture lost targets in wireless sensor networks”, In Proceedings of the International Conference on Electrical and Information Technologies (ICEIT), Tangiers, Morocco, pp. 1–6, 2016.
IV. Chen,W.-P.; Jennifer, C.H.; Sha, L., “Dynamic clustering for acoustic target tracking in wireless sensor networks”, IEEE Trans. Mob. Comput., Vol. 3, pp. 258–271, 2004.
V. Coraluppi, S., “Multistatic sonar localization”, IEEE J. Ocean. Eng., Vol. 31, pp. 964–974, 2006.
VI. Cui, J.H.; Kong, J.; Gerla, M.; Zhou, S., “The challenges of building scalable mobile underwater wireless sensor networks for aquatic applications”, IEEE Netw., Vol. 20, pp. 12–18, 2006.
VII. Demigha, O.; Hidouci,W.-K.; Ahmed, T., “On energy Efficiency in collaborative target tracking in wireless sensor network: A Review”, IEEE Commun. Surv. Tutor., Vol. 15, pp. 1210–1222, 2013.
VIII. Georgescu, R.; Willett, P., “The GM-CPHD Tracker applied to real and realistic multistatic sonar data sets”, IEEE J. Ocean. Eng., Vol. 37, pp. 220–235, 2012.
IX. Georgy, J.; Noureldin, A.; Member, S.; Mellema, G.R., “Clustered Mixture Particle Filter for Underwater Multitarget Tracking in Multistatic Active Sonobuoy Systems”, IEEE Trans. Syst. Vol. 42, pp. 547–560, 2012.
X. Hovem, J.M., “Underwater acoustics: Propagation, devices and systems”, J. Electroceram., Vol. 19, pp. 339–347, 2007.
XI. Jin, X.; Sarkar, S.; Gupta, S.; Damarla, T., “Target detection and classification using seismic and PIR sensors”, IEEE Sens. J., Vol. 12, pp. 1709–1718, 2012.
XII. Kim, D.; Cano, J.C.;Wang,W.; De Rango, F.; Hua, K., “Underwater wireless sensor networks”, Int. J. Distrib. Sens. Netw., Vol. 10 issue 4, 2014
XIII. Komagal, E.; Vinodhini, A.; Srinivasan, A.; Ekava, B., “Real time background subtraction techniques for detection of moving objects in video surveillance system”, In Proceedings of the International Conference on Computing, Communication and Applications, Dindigul, Tamilnadu, India, pp. 1–5, 2012.
XIV. Kumar, A.A.; Sivalingam, K.M., “Target tracking in a WSN with directional sensors using electronic beam steering”, In Proceedings of the International Conference on Communication Systems and Networks (COMSNETS), Bangalore, India, pp. 1–10, 2012.
XV. Lee, D.; Choi, S., “Multisensor fusion-based object detection and tracking using active shape model”, In Proceedings of the IEEE International Conference on Digital Information Management (ICDIM), Melbourne, Australia, pp. 108–114, 2011.
XVI. Lemon, S.G., “Towed-array history, 1917–2003”, IEEE J. Ocean. Eng., Vol. 29, pp. 365–373, 2004.
XVII. Liang, Q.; Cheng, X., “Underwater acoustic sensor networks: Target size detection and performance Analysis”, In Proceedings of the 2008 IEEE International Conference on Communications, Beijing, China, 2008.
XVIII. Mansur, P.; Sreedharan, S., “Survey of prediction algorithms for object tracking in wireless sensor networks”, In Proceedings of the IEEE International Conference on Computational Intelligence and Computing Research, Coimbatore, India, pp. 1–4, 2014.
XIX. Markus, W.; Skoczylas, P.; Meer, M.; Braun, T., “Distributed event localization and tracking with wireless sensors”, In Proceedings of the Wired/Wireless Internet Communication(WWIC), Coimbra, Portugal, pp. 247–258, 2007.
XX. Oka, A.; Lampe, L.; Member, S., “Distributed target tracking using signal strength measurements by a wireless sensor network”, IEEE J. Sel. Areas Commun., Vol. 28, pp. 1006–1015, 2010.
XXI. Oracevic, A.; Ozdemir, S., “A Survey of secure target tracking algorithms for wireless sensor networks”, In Proceedings of the Computer Applications and Information Systems, Hammamet, Tunisia, pp. 1–6, 2014.
XXII. Partan, J.; Kurose, J.; Levine, B.N., “A survey of practical issues in underwater networks”, ACM SIGMOBILE Mob. Comput. Commun. Rev., Vol. 11, pp. 23, 2007.
XXIII. Pettersson, M.I.; Zetterberg, V.; Claesson, I., “Detection and imaging of moving targets in wide band SAS using fast time back projection combined with space time processing”, In Proceedings of the OCEANS 2005 MTS/IEEE, Washington, DC, USA, pp. 2388–2393, 2005.
XXIV. Sendra, S.; Lloret, J.; Jimenez, J.M.; Parra, L., “Underwater Acoustic Modems”, IEEE Sens. J., Vol. 16, pp. 4063–4071, 2016.
XXV. Shi, L.; Tan, J., “Distributive target tracking in sensor networks with a markov random field model”, In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, St. Louis, MO, USA, pp. 854–859, 2009.
XXVI. Sleep, S.R., “An adaptive belief representation for target tracking using disparate sensors in wireless sensor networks”, In Proceedings of the International Conference on Information Fusion, Istanbul, Turkey, pp. 2073–2080, 2013.
XXVII. Sounding, E., “Sonar for Practising Engineers”, 3rd ed.; Wiley: New York, NY, USA, pp. 123–135, 2002.
XXVIII. Souza, É.L.; Nakamura, E.F.; Pazzi, R.W., “Target tracking for sensor networks”, ACM Comput. Surv., Vol. 49, pp. 1–31, 2016.

XXIX. Wahlström, N.; Callmer, J.; Gustafsson, F., “Single target tracking using vector magnetometers”, In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech, pp. 4332–4335, 2011.
XXX. Yusof, M.A.B.; Kabir, S., “An overview of sonar and electromagnetic waves for underwater communication”, IETE Tech. Rev., Vol. 29, pp. 307–317, 2012.
XXXI. Zhu, Y.; Vikram, A.; Fu, H., “On topology of sensor networks deployed for multitarget tracking”, IEEE Trans. Intell. Transp. Syst., Vol. 15, pp. 1489–1498, 2014.

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