CL-IoT: cross-layer Internet of Things protocol for intelligent manufacturing of smart farming

Aftab F, Khan A, Zhang Z (2019) Hybrid self-organized clustering scheme for drone based cognitive internet of things. IEEE Access 1:1–1. https://doi.org/10.1109/access.2019.2913912

Agrawal H, Dhall R, Iyer KSS, Chetlapalli V (2019) An improved energy efficient system for IoT enabled precision agriculture. J Ambient Intell Hum Comput. https://doi.org/10.1007/s12652-019-01359-2

Anthony Jesudurai S, Senthilkumar A (2018) An improved energy efficient cluster head selection protocol using the double cluster heads and data fusion methods for IoT applications. Cognit Syst Res. https://doi.org/10.1016/j.cogsys.2018.10.021

Armbrust M et al (2010) A view of cloud computing. Commun ACM 53(4):50–58. https://doi.org/10.1145/1721654.1721672

Baranwal T, Nitika, & Pateriya PK (2016) Development of IoT based smart security and monitoring devices for agriculture. In: 2016 6th international conference - cloud system and big data engineering (confluence). https://doi.org/10.1109/confluence.2016.7508189

Behera TM et al (2020) I-SEP: an improved routing protocol for heterogeneous WSN for IoT-based environmental monitoring. IEEE Internet of Things Journal 7(1):710–717. https://doi.org/10.1109/JIOT.2019.2940988

Behera TM, Samal UC, Mohapatra SK (2018) Energy-efficient modified LEACH protocol for IoT application. IET Wirel Sens Syst. doi:https://doi.org/10.1049/iet-wss.2017.0099

Bhagwat P, Raman B, Sanghi D (2004) Turning 802.11 inside-out. ACM SIGCOMM Comput Commun Rev 34(1):33–38. DOI:https://doi.org/10.1145/972374.972381/

Chalapathi GSS, Chamola V, Gurunarayanan S, Sikdar B (2019) E-SATS: an efficient and simple time synchronization protocol for cluster-based wireless sensor networks. IEEE Sens J 1:1–1. https://doi.org/10.1109/jsen.2019.2922366

Chebrolu K, Raman B (2007) FRACTEL: a fresh perspective on (rural) mesh networks. 8. https://doi.org/10.1145/1326571.1326583

Dan L, Xin C, Chongwei H, Liangliang J (2015) Intelligent Agriculture Greenhouse Environment Monitoring System Based on IOT Technology. In: 2015 International Conference on Intelligent Transportation, Big Data and Smart City. https://doi.org/10.1109/icitbs.2015.126

Domínguez-Medina C, Cruz-Cortés N (2010) Routing algorithms for wireless sensor networks using ant colony optimization. Lect Notes Comput Sci 1:337–348. https://doi.org/10.1007/978-3-642-16773-7_29

Dorigo M, Di Caro G Ant colony optimization: a new metaheuristic. In: Proceedings of the 1999 Congress on Evolutionary Computation CEC 99, pp 1–8. IEEE (1999)

Faizan Ullah M, Imtiaz J, Maqbool K (2019) Enhanced three layer hybrid clustering mechanism for energy efficient routing in IoT. Sensors 19(4):829. https://doi.org/10.3390/s19040829

Farzad K, Seyyedabbasi A (2018) Wireless sensor network and internet of things in precision agriculture. Int. J. Adv. Comput. Sci. Appl 9(6):1. https://doi.org/10.14569/IJACSA.2018.090614

Fathallah K, Abid MA, Hadj-Alouane NB (2018) PA-RPL: a partition aware IoT routing protocol for precision agriculture. In: 2018 14th international wireless communications and mobile computing conference (IWCMC). https://doi.org/10.1109/iwcmc.2018.8450396

Hamouda Y, Msallam M (2018) Variable sampling interval for energy-efficient heterogeneous precision agriculture using Wireless Sensor Networks. J King Saud Univ Comput Inf Sci. https://doi.org/10.1016/j.jksuci.2018.04.010

Heinzelman WR, Chandrakasan A, Balakrishnan H (2000) Energy-efficient communication protocol for wireless microsensor networks. In: Proceedings of the 33rd Annual Hawaii International Conference on System Sciences. https://doi.org/10.1109/hicss.2000.926982

Hussain MI, Ahmed ZI, Sarma N, Saikia DK (2016) An efficient TDMA MAC protocol for multi-hop wifi-based long distance networks. Wirel Pers Commun 86(4):1971–1994. https://doi.org/10.1007/s11277-015-3165-9

Jiang A, Zheng L (2018) An effective hybrid routing algorithm in WSN: ant colony optimization in combination with hop count minimization. Sensors (Basel Switzerland) 18(4):1020. https://doi.org/10.3390/s18041020

Kaur T, Kumar D (2018) Particle swarm optimization-based unequal and fault tolerant clustering protocol for wireless sensor networks. IEEE Sens J 18(11):4614–4622. https://doi.org/10.1109/jsen.2018.2828099

Kaur S, Mahajan R (2018) Energy efficient clustering protocol for wireless sensor networks. Mod Phys Lett B 32(32):1850400. https://doi.org/10.1142/s0217984918504006

Khedo KK, Hosseny MR, Toonah MZ (2014) PotatoSense: A wireless sensor network system for precision agriculture. In: 2014 IST-Africa Conference Proceedings. https://doi.org/10.1109/istafrica.2014.6880613

Lerdsuwan P, Phunchongharn P (2017) An energy-efficient transmission framework for IoT monitoring systems in precision agriculture. Lect Notes Electr Eng 1:714–721. https://doi.org/10.1007/978-981-10-4154-9_82

Li F, Liu M, Xu G (2019) A quantum ant colony multi-objective routing algorithm in WSN and its application in a manufacturing environment. Sensors 19(15):3334. https://doi.org/10.3390/s19153334

Manjeshwar A, Agrawal DP (2001) TEEN: a routing protocol for enhanced efficiency in wireless sensor networks. In: Proceedings 15th international parallel and distributed processing symposium. IPDPS. https://doi.org/10.1109/ipdps.2001.925197

Mat I, Mohd Kassim MR, Harun AN, Yusoff M, I (2016) IoT in precision agriculture applications using wireless moisture sensor network. In: 2016 IEEE Conference on Open Systems (ICOS). https://doi.org/10.1109/icos.2016.7881983

Maurya S, Jain V (2017) Energy-efficient network protocol for precision agriculture: using threshold sensitive sensors for optimal performance. IEEE Consum Electron Mag 6:42–51. https://doi.org/10.1109/MCE.2017.2684960

Micheletti M, Mostarda L, Navarra A (2019) CER-CH: combining election and routing amongst cluster heads in heterogeneous WSNs. IEEE Access 7:125481–125493. https://doi.org/10.1109/access.2019.2938619

Mohajerani A, Gharavian D (2015) An ant colony optimization based routing algorithm for extending network lifetime in wireless sensor networks. Wirel Netw 22(8):2637–2647. https://doi.org/10.1007/s11276-015-1061-6

Mohd Kassim MR, Mat I, Harun AN (2014) Wireless sensor network in precision agriculture application. In: 2014 International Conference on Computer, Information and Telecommunication Systems (CITS). https://doi.org/10.1109/cits.2014.6878963

Nayak P, Vathasavai B (2017) Energy efficient clustering algorithm for multi-hop wireless sensor network using type-2 fuzzy logic. IEEE Sens J 17(14):4492–4499. https://doi.org/10.1109/jsen.2017.2711432

Neamatollahi P, Naghibzadeh M, Abrishami S (2017) Fuzzy-based clustering-task scheduling for lifetime enhancement in wireless sensor networks. IEEE Sens J 17(20):6837–6844. https://doi.org/10.1109/jsen.2017.2749250

Nikolidakis SA, Kandris D, Vergados DD, Douligeris C (2015) Energy efficient automated control of irrigation in agriculture by using wireless sensor networks. Comput Electron Agric 113:154–163. doi:https://doi.org/10.1016/j.compag.2015.02.004

Ojha T, Misra S, Raghuwanshi NS (2015) Wireless sensor networks for agriculture: the state-of-the-art in practice and future challenges. Comput Electron Agric 118:66–84. https://doi.org/10.1016/j.compag.2015.08.011

Parganiha P, Anil Kumar K (2018) An energy: efficient clustering with hybrid coverage mechanism (EEC - HC) in wireless sensor network for precision agriculture. J Eng Sci Technol Rev 11:97–103. https://doi.org/10.25103/jestr.113.13

Preeth SKSL, Dhanalakshmi R, Kumar R, Shakeel PM (2018) An adaptive fuzzy rule based energy efficient clustering and immune-inspired routing protocol for WSN-assisted IoT system. J Ambient Intell Hum Comput. https://doi.org/10.1007/s12652-018-1154-z

Qing L, Zhu Q, Wang M (2006) Design of a distributed energy-efficient clustering algorithm for heterogeneous wireless sensor networks. Comput Commun 29(12):2230–2237. https://doi.org/10.1016/j.comcom.2006.02.017

Saranraj G, Selvamani K, Kanagachidambaresan G (2019) Optimal energy-efficient cluster head selection (OEECHS) for wireless sensor network. J Inst EngSer B. 100:1. https://doi.org/10.1007/s40031-019-00390-3

Shen J, Wang A, Wang C, Hung PCK, Lai C-F (2017) An efficient centroid-based routing protocol for energy management in WSN-assisted IoT. IEEE Access 5:18469–18479. https://doi.org/10.1109/access.2017.2749606

Smaragdakis G, Matta I, Bestavros A (2004) SEP: a stable election protocol for clustered heterogeneous wireless sensor networks. Second International Workshop on Sensor and Actor Network Protocols and Applications (SANPA 2004).

Tordera EM, Masip-Bruin X, Garca-Almiñana J et al (2016) What is a fog node a tutorial on current concepts towards a common definition. https://arxiv.org/abs/1611.09193

Wang Z, Qin X, Liu B (2018) An energy-efficient clustering routing algorithm for WSN-assisted IoT.  IEEE Wirel Commun Netw Conf.  https://doi.org/10.1109/wcnc.2018.8377171

Zhang W, Li L, Han G, Zhang L (2017) E2HRC: an energy-efficient heterogeneous ring clustering routing protocol for wireless sensor networks. IEEE Access 5:1702–1713. https://doi.org/10.1109/access.2017.2666818

Zhu Y, Song J, Dong F (2011) Applications of wireless sensor network in the agriculture environment monitoring. Proc Eng 16:608–614. https://doi.org/10.1016/j.proeng.2011.08.1131