**Author details**

Felicia Engmann1,3\*, Kofi Sarpong Adu-Manu2 , Jamal-Deen Abdulai3 and Ferdinand Apietu Katsriku3

1 Ghana Institute of Management and Public Administration, Accra, Ghana


\*Address all correspondence to: fnaengmann@st.ug.edu.gh

© 2021 The Author(s). Licensee IntechOpen. This chapter is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/ by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

**261**

*Applications of Prediction Approaches in Wireless Sensor Networks*

*Trans. Wirel. Commun.*, vol. 14, no. 7, pp.

[9] X. Tan, Z. Sun, and I. F. Akyildiz, "Wireless Underground Sensor Networks: MI-based communication systems for underground applications.," *IEEE Antennas Propag. Mag.*, vol. 57, no.

[10] G. Han, J. Jiang, N. Bao, L. Wan, and M. Guizani, "Routing protocols for underwater wireless sensor networks," *IEEE Commun. Mag.*, vol. 53, no. 11, pp.

[11] H. Kaushal and G. Kaddoum, "Underwater optical wireless communication," *IEEE access*, vol. 4,

[12] T. Pfeifer, S. Olariu, and A. Fersha, "Wireless sensor networks and their applications," *Spec. issue Comput.* 

[13] D. N. Sandeep and V. Kumar, "Review on clustering, coverage and connectivity in underwater wireless sensor networks: A communication techniques perspective," *IEEE Access*,

vol. 5, pp. 11176-11199, 2017.

pp. 3391-3401, 2010.

[14] S. Gopi, K. Govindan, D. Chander, U. B. Desai, and S. N. Merchant, "E-PULRP: Energy optimized path unaware layered routing protocol for underwater sensor networks," *IEEE Trans. Wirel. Commun.*, vol. 9, no. 11,

[15] I. Azam *et al.*, "SEEC: Sparsityaware energy efficient clustering protocol for underwater wireless sensor networks," in *2016 IEEE 30th international conference on advanced information networking and applications* 

*(AINA)*, 2016, pp. 352-361.

[16] I. T. Almalkawi, M. Guerrero Zapata, J. N. Al-Karaki, and J.

4006-4019, 2015.

4, pp. 74-87, 2015.

72-78, 2015.

pp. 1518-1547, 2016.

*Commun.*, vol. 28, 2005.

*DOI: http://dx.doi.org/10.5772/intechopen.94500*

[1] S. Ullo et al., "Application of wireless sensor networks to environmental monitoring for sustainable mobility," in *2018 IEEE International Conference on Environmental Engineering (EE)*, 2018,

[2] F. Engmann, F. A. Katsriku, J. D. Abdulai, K. S. Adu-Manu, and F. K. Banaseka, "Prolonging the Lifetime of Wireless Sensor Networks: A Review of Current Techniques," *Wireless Communications and Mobile Computing*.

[3] K. S. Adu-Manu, N. Adam, C. Tapparello, H. Ayatollahi, and W. Heinzelman, "Energy-Harvesting Wireless Sensor Networks (EH-WSNs): A Review," *ACM Trans. Sens. Networks*,

[4] K. S. Adu-Manu, C. Tapparello, W. Heinzelman, F. A. Katsriku, and J. D. Abdulai, "Water quality monitoring using wireless sensor networks: Current trends and future research directions," *ACM Transactions on Sensor Networks*.

[5] P. Tiwari, V. P. Saxena, R. G. Mishra, and D. Bhavsar, "Wireless sensor networks: introduction, advantages, applications and research challenges," *HCTL Open Int. J. Technol. Innov. Res.*,

[6] T. Rault, A. Bouabdallah, and Y. Challal, "Energy efficiency in wireless sensor networks: A top-down survey,"

[7] N. Srivastava, "Challenges of nextgeneration wireless sensor networks and its impact on society," *arXiv Prepr.* 

[8] S.-C. Lin, I. F. Akyildiz, *P. Wang*, and Z. Sun, "Distributed crosslayer protocol design for magnetic induction communication in wireless underground sensor networks," *IEEE* 

vol. 14, no. 2, p. 10, 2018.

vol. 14, pp. 1-11, 2015.

*Computer Networks*. 2014.

*arXiv1002.4680*, 2010.

**References**

pp. 1-7.

2018.

2017.

*Applications of Prediction Approaches in Wireless Sensor Networks DOI: http://dx.doi.org/10.5772/intechopen.94500*
