Skip to main content
Erschienen in: Mobile Networks and Applications 2/2018

22.09.2017

Botanical Internet of Things: Toward Smart Indoor Farming by Connecting People, Plant, Data and Clouds

verfasst von: Jun Yang, Mengchen Liu, Jiayi Lu, Yiming Miao, M. Anwar Hossain, Mohammed F. Alhamid

Erschienen in: Mobile Networks and Applications | Ausgabe 2/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With rapid development of a new generation of communication technology, sensor technology as well as big data technology, the application scenes of Internet of Things (IOT) based on these technologies increase constantly in extensive fields, for instance, there are great contributions of Internet of Things in fields such as smart home, intelligent transportation, intelligent healthcare, intelligent monitoring as well as intelligent agriculture. At present, as for intelligent agriculture, the main focus is monitoring agricultural environment with IOT and M2M technology. In the era of population explosion, agricultural resources such as farmland become more and more insufficient, a indoor intelligent agricultural IOT system is designed and implemented by the author in order to attack this conundrum. And the system directs an new trend for agricultural development. With the capability of parallel extension, the system can connect to large-scale indoor farms gradually thus to make these farms combining with each other organically. Finally, information mining shall be achieved based on large amount of sensing data by utilizing the big data technology and machine learning algorithms, and those derived information shall be adopted as critical reference to support indoor agricultural activities.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Weitere Produktempfehlungen anzeigen
Literatur
1.
Zurück zum Zitat Hwang K, Chen M (2017) Big-data analytics for cloud, IoT and cognitive computing. Wiley, New York Hwang K, Chen M (2017) Big-data analytics for cloud, IoT and cognitive computing. Wiley, New York
2.
Zurück zum Zitat Lin K, Chen M, Deng J, Hassan M, Fortino G (2016) Enhanced fingerprinting and trajectory prediction for iot localization in smart buildings. IEEE Trans Autom Sci Eng 13(3):1–14CrossRef Lin K, Chen M, Deng J, Hassan M, Fortino G (2016) Enhanced fingerprinting and trajectory prediction for iot localization in smart buildings. IEEE Trans Autom Sci Eng 13(3):1–14CrossRef
3.
Zurück zum Zitat Zheng K, Yang Z, Zhang K, Chatzimisios P (2016) Big data-driven optimization for mobile networks toward 5g. IEEE Netw 30(1):44–51CrossRef Zheng K, Yang Z, Zhang K, Chatzimisios P (2016) Big data-driven optimization for mobile networks toward 5g. IEEE Netw 30(1):44–51CrossRef
4.
Zurück zum Zitat Wang H, Wang X, Li K, Ren J, Zhang X, Jiang T (2017) A measurement study of device-to-device sharing in mobile social networks based on Spark. Concurrency & Computation Practice & Experience Wang H, Wang X, Li K, Ren J, Zhang X, Jiang T (2017) A measurement study of device-to-device sharing in mobile social networks based on Spark. Concurrency & Computation Practice & Experience
5.
Zurück zum Zitat Yuan W, Deng P, Taleb T, Wan J, Bi C (2015) An unlicensed taxi identification model based on big data analysis. IEEE Trans Intell Transp Syst 17(6):1–11 Yuan W, Deng P, Taleb T, Wan J, Bi C (2015) An unlicensed taxi identification model based on big data analysis. IEEE Trans Intell Transp Syst 17(6):1–11
6.
Zurück zum Zitat Chen M, Hao Y, Hwang K, Wang L, Wang L (2017) Disease prediction by machine learning over big healthcare data. IEEE Access 21(5):744–752 Chen M, Hao Y, Hwang K, Wang L, Wang L (2017) Disease prediction by machine learning over big healthcare data. IEEE Access 21(5):744–752
7.
Zurück zum Zitat Wang X, Sheng Z, Yang S, Leung V C M (2016) Tag-assisted social-aware opportunistic device-to-device sharing for traffic offloading in mobile social networks. IEEE Wirel Commun 23(4):60–67CrossRef Wang X, Sheng Z, Yang S, Leung V C M (2016) Tag-assisted social-aware opportunistic device-to-device sharing for traffic offloading in mobile social networks. IEEE Wirel Commun 23(4):60–67CrossRef
8.
Zurück zum Zitat Fortino G, Guerrieri A, Lacopo M, Lucia M, Russo W (2013) An agent-based middleware for cooperating smart objects. Highlights on practical applications of agents and multi-agent systems. Springer, Berlin Fortino G, Guerrieri A, Lacopo M, Lucia M, Russo W (2013) An agent-based middleware for cooperating smart objects. Highlights on practical applications of agents and multi-agent systems. Springer, Berlin
9.
Zurück zum Zitat Chen M, Zhang Y, Hu L, Taleb T, Sheng Z (2015) Cloud-based wireless network: Virtualized, reconfigurable, smart wireless network to enable 5G technologies. Mobile Netw Appl 20(6):704–712CrossRef Chen M, Zhang Y, Hu L, Taleb T, Sheng Z (2015) Cloud-based wireless network: Virtualized, reconfigurable, smart wireless network to enable 5G technologies. Mobile Netw Appl 20(6):704–712CrossRef
10.
Zurück zum Zitat Fortino G, Guerrieri A, Russo W, Savaglio C (2014) Integration of agent-based and cloud computing for the smart objects-oriented IoT. In: International conference on computer supported cooperative work in design. IEEE, pp 493–498 Fortino G, Guerrieri A, Russo W, Savaglio C (2014) Integration of agent-based and cloud computing for the smart objects-oriented IoT. In: International conference on computer supported cooperative work in design. IEEE, pp 493–498
11.
Zurück zum Zitat Pena P, Sarkar D, Maheshwari P (2015) A big-data centric framework for smart systems in the world of internet of everything. In: International conference on computational science and computational intelligence. IEEE, pp 306–311 Pena P, Sarkar D, Maheshwari P (2015) A big-data centric framework for smart systems in the world of internet of everything. In: International conference on computational science and computational intelligence. IEEE, pp 306–311
12.
Zurück zum Zitat Ryu M, Yun J, Miao T, Ahn I, Choi S, Kim J (2015) Design and implementation of a connected farm for smart farming system. In: 2015 IEEE sensors. IEEE, pp 1-4 Ryu M, Yun J, Miao T, Ahn I, Choi S, Kim J (2015) Design and implementation of a connected farm for smart farming system. In: 2015 IEEE sensors. IEEE, pp 1-4
13.
Zurück zum Zitat Romanov V, Galelyuka I, Sarakhan Y (2015) Wireless sensor networks in agriculture. In: IEEE seventh international conference on intelligent computing and information systems. IEEE, pp 77– 80 Romanov V, Galelyuka I, Sarakhan Y (2015) Wireless sensor networks in agriculture. In: IEEE seventh international conference on intelligent computing and information systems. IEEE, pp 77– 80
14.
Zurück zum Zitat Lin K, Luo J, Hu L, Hossain M, Ghoneim A (2016) Localization based on social big data analysis in the vehicular networks. IEEE Trans Ind Inf 99:1–1 Lin K, Luo J, Hu L, Hossain M, Ghoneim A (2016) Localization based on social big data analysis in the vehicular networks. IEEE Trans Ind Inf 99:1–1
15.
Zurück zum Zitat Harun A, Ahmad R, Mohamed N (2015) Plant growth optimization using variable intensity and Far Red LED treatment in indoor farming. In: International conference on smart sensors and application. IEEE, pp 92–97 Harun A, Ahmad R, Mohamed N (2015) Plant growth optimization using variable intensity and Far Red LED treatment in indoor farming. In: International conference on smart sensors and application. IEEE, pp 92–97
16.
Zurück zum Zitat Hernndez R, Kubota C (2015) Physiological responses of cucumber seedlings under different blue and red photon flux ratios using LEDs. Environ Exp Bot 29(1):66–74 Hernndez R, Kubota C (2015) Physiological responses of cucumber seedlings under different blue and red photon flux ratios using LEDs. Environ Exp Bot 29(1):66–74
17.
Zurück zum Zitat Choi H, Moon B, Kang N (2015) Effects of LED light on the production of strawberry during cultivation in a plastic greenhouse and in a growth chamber. Sci Hortic 189:22–31CrossRef Choi H, Moon B, Kang N (2015) Effects of LED light on the production of strawberry during cultivation in a plastic greenhouse and in a growth chamber. Sci Hortic 189:22–31CrossRef
18.
Zurück zum Zitat Huch-Thlier L, Crespel L, Gourrierec J, Morel P, Sakr S, Leduc N (2015) Light signaling and plant responses to blue and UV radiationsłPerspectives for applications in horticulture. Environ Exp Bot 309:22–38 Huch-Thlier L, Crespel L, Gourrierec J, Morel P, Sakr S, Leduc N (2015) Light signaling and plant responses to blue and UV radiationsłPerspectives for applications in horticulture. Environ Exp Bot 309:22–38
19.
Zurück zum Zitat Zhang H, Burr J, Zhao F (2017) A comparative life cycle assessment (LCA) of lighting technologies for greenhouse crop production. J Clean Prod 140:705–713CrossRef Zhang H, Burr J, Zhao F (2017) A comparative life cycle assessment (LCA) of lighting technologies for greenhouse crop production. J Clean Prod 140:705–713CrossRef
20.
Zurück zum Zitat Chen M, Hao Y, Qiu M, Song J, Wu D, Humar I (2016) Mobility-aware caching and computation offloading in 5G ultra-dense cellular networks. Sensors 16(7):974CrossRef Chen M, Hao Y, Qiu M, Song J, Wu D, Humar I (2016) Mobility-aware caching and computation offloading in 5G ultra-dense cellular networks. Sensors 16(7):974CrossRef
21.
Zurück zum Zitat Li Y, Chen M (2015) Software-defined network function virtualization: a survey. IEEE Access 3:2542–2553CrossRef Li Y, Chen M (2015) Software-defined network function virtualization: a survey. IEEE Access 3:2542–2553CrossRef
22.
Zurück zum Zitat Chen M, Yang J, Hao Y, Mao S, Hwang K (2017) A 5G cognitive system for healthcare. Big Data Cogn Comput 1(1):2CrossRef Chen M, Yang J, Hao Y, Mao S, Hwang K (2017) A 5G cognitive system for healthcare. Big Data Cogn Comput 1(1):2CrossRef
23.
Zurück zum Zitat Hao Y, Chen M, Hu L, Song J, Volk M, Humar I (2017) Wireless fractal ultra-dense cellular networks. Sensors 17(4):841CrossRef Hao Y, Chen M, Hu L, Song J, Volk M, Humar I (2017) Wireless fractal ultra-dense cellular networks. Sensors 17(4):841CrossRef
24.
Zurück zum Zitat Zhang Y, Zhang J, Sun Y, Ng D (2017) Energy-efficient transmission for wireless powered D2D communication networks. In: 2017 international conference on communications (ICC). IEEE , pp 1–7 Zhang Y, Zhang J, Sun Y, Ng D (2017) Energy-efficient transmission for wireless powered D2D communication networks. In: 2017 international conference on communications (ICC). IEEE , pp 1–7
25.
Zurück zum Zitat Qiu M, Sha H (2009) Cost minimization while satisfying hard//soft timing constraints for heterogeneous embedded systems. ACM Trans Des Autom Electron Syst 14(2):1–30CrossRef Qiu M, Sha H (2009) Cost minimization while satisfying hard//soft timing constraints for heterogeneous embedded systems. ACM Trans Des Autom Electron Syst 14(2):1–30CrossRef
26.
Zurück zum Zitat Li J, Qiu M, Ming Z, Quan G, Qin X, Gu Z (2012) Online optimization for scheduling preemptable tasks on IaaS cloud systems. J Parallel Distrib Comput 72(5):666–677CrossRef Li J, Qiu M, Ming Z, Quan G, Qin X, Gu Z (2012) Online optimization for scheduling preemptable tasks on IaaS cloud systems. J Parallel Distrib Comput 72(5):666–677CrossRef
27.
Zurück zum Zitat Chen M, Ma Y, Song J, Lai C, Hu B (2016) Smart clothing: Connecting human with clouds and big data for sustainable health monitoring. Mobile Netw Appl 21(5):825–845CrossRef Chen M, Ma Y, Song J, Lai C, Hu B (2016) Smart clothing: Connecting human with clouds and big data for sustainable health monitoring. Mobile Netw Appl 21(5):825–845CrossRef
28.
Zurück zum Zitat Chen M, Ma Y, Li Y, Wu D, Zhang Y, Youn C (2017) Wearable 2.0: Enabling human-cloud integration in next generation healthcare systems. IEEE Commun Mag 55(1):54–61CrossRef Chen M, Ma Y, Li Y, Wu D, Zhang Y, Youn C (2017) Wearable 2.0: Enabling human-cloud integration in next generation healthcare systems. IEEE Commun Mag 55(1):54–61CrossRef
29.
Zurück zum Zitat Taleb T (2014) Toward carrier cloud: Potential, challenges, and solutions. IEEE Wirel Commun 21(3):80–91CrossRef Taleb T (2014) Toward carrier cloud: Potential, challenges, and solutions. IEEE Wirel Commun 21(3):80–91CrossRef
30.
Zurück zum Zitat Tian D, Zhou J, Sheng Z, Ni Q (2016) Learning to be energy-efficient in cooperative networks. IEEE Commun Lett 20(12):2518–2521CrossRef Tian D, Zhou J, Sheng Z, Ni Q (2016) Learning to be energy-efficient in cooperative networks. IEEE Commun Lett 20(12):2518–2521CrossRef
31.
Zurück zum Zitat Yessad S, Nait-Abdesselam F, Taleb T, Bensaou B (2007) R-MAC: Reservation medium access control protocol for wireless sensor networks. In: 32nd IEEE conference on local computer networks (LCN 2007). IEEE, pp 719–724 Yessad S, Nait-Abdesselam F, Taleb T, Bensaou B (2007) R-MAC: Reservation medium access control protocol for wireless sensor networks. In: 32nd IEEE conference on local computer networks (LCN 2007). IEEE, pp 719–724
32.
Zurück zum Zitat Urbieta A, Gonzlez-Beltrn A, Mokhtar S, Hossain M, Capra L (2017) Adaptive and context-aware service composition for IoT-based smart cities. Futur Gener Comput Syst 66:152–161 Urbieta A, Gonzlez-Beltrn A, Mokhtar S, Hossain M, Capra L (2017) Adaptive and context-aware service composition for IoT-based smart cities. Futur Gener Comput Syst 66:152–161
33.
Zurück zum Zitat Tian D, Zhou J, Sheng Z (2017) An adaptive fusion strategy for distributed information estimation over cooperative multi-agent networks. IEEE Trans Inf Theory 63(5):3076–3091MathSciNetMATH Tian D, Zhou J, Sheng Z (2017) An adaptive fusion strategy for distributed information estimation over cooperative multi-agent networks. IEEE Trans Inf Theory 63(5):3076–3091MathSciNetMATH
34.
Zurück zum Zitat Fortino G, Trunfio P (2014) Internet of things based on smart objects. Cham: Springer, International Publishing, Berlin Fortino G, Trunfio P (2014) Internet of things based on smart objects. Cham: Springer, International Publishing, Berlin
35.
Zurück zum Zitat Liu C, Yang B, Liu T (2014) Efficient naming, addressing and profile services in internet-of-things sensory environments. Ad Hoc Netw 18(7):85–101CrossRef Liu C, Yang B, Liu T (2014) Efficient naming, addressing and profile services in internet-of-things sensory environments. Ad Hoc Netw 18(7):85–101CrossRef
36.
Zurück zum Zitat Liu C, Fan J, Branch J, Leung K (2014) Toward qoi and energy-efficiency in internet-of-things sensory environments. IEEE Trans Emerg Topics Comput 2(4):473–487CrossRef Liu C, Fan J, Branch J, Leung K (2014) Toward qoi and energy-efficiency in internet-of-things sensory environments. IEEE Trans Emerg Topics Comput 2(4):473–487CrossRef
37.
Zurück zum Zitat Liu Q, Ma Y, Alhussein M, Zhang Y, Peng L (2016) Green data center with iot sensing and cloud-assisted smart temperature control system. Comput Netw 101:104–112CrossRef Liu Q, Ma Y, Alhussein M, Zhang Y, Peng L (2016) Green data center with iot sensing and cloud-assisted smart temperature control system. Comput Netw 101:104–112CrossRef
38.
Zurück zum Zitat Khudadad M, Motla Y, Asghar S, Anwar S, Iqbal Z (2015) A scrum based framework for e-agriculture system. In: 2014 IEEE 17th international multi-topic conference (INMIC). IEEE, pp 125–130 Khudadad M, Motla Y, Asghar S, Anwar S, Iqbal Z (2015) A scrum based framework for e-agriculture system. In: 2014 IEEE 17th international multi-topic conference (INMIC). IEEE, pp 125–130
39.
Zurück zum Zitat Jiao F, Liu L (2009) Contribution of fiscal expenditure on supporting agriculture to promoting agricultural economic growthłempirical study based on Northeast panel data. In: International conference on management science and engineering. IEEE, pp 944–949 Jiao F, Liu L (2009) Contribution of fiscal expenditure on supporting agriculture to promoting agricultural economic growthłempirical study based on Northeast panel data. In: International conference on management science and engineering. IEEE, pp 944–949
40.
Zurück zum Zitat Zhang Y, Chen M, Huang D, Wu D, Li Y (2017) Idoctor: personalized and professionalized medical recommendations based on hybrid matrix factorization. Futur Gener Comput Syst 66:30– 35CrossRef Zhang Y, Chen M, Huang D, Wu D, Li Y (2017) Idoctor: personalized and professionalized medical recommendations based on hybrid matrix factorization. Futur Gener Comput Syst 66:30– 35CrossRef
41.
Zurück zum Zitat Zhang Y, Qiu M, Tsai C, Hassan M, Alamri A (2017) Health-cps: healthcare cyber-physical system assisted by cloud and big data. IEEE Syst J 11(1):88–95CrossRef Zhang Y, Qiu M, Tsai C, Hassan M, Alamri A (2017) Health-cps: healthcare cyber-physical system assisted by cloud and big data. IEEE Syst J 11(1):88–95CrossRef
42.
Zurück zum Zitat Chen M, Zhou P, Fortino G (2016) Emotion communication system. IEEE Access 5:326–337CrossRef Chen M, Zhou P, Fortino G (2016) Emotion communication system. IEEE Access 5:326–337CrossRef
43.
Zurück zum Zitat Aloi G, Caliciuri G, Fortino G, Gravina R, Pace P, Russo W, Savaglio C (2016) Enabling iot interoperability through opportunistic smartphone-based mobile gateways. J Netw Comput Appl 81:74–84CrossRef Aloi G, Caliciuri G, Fortino G, Gravina R, Pace P, Russo W, Savaglio C (2016) Enabling iot interoperability through opportunistic smartphone-based mobile gateways. J Netw Comput Appl 81:74–84CrossRef
44.
Zurück zum Zitat Lu H, Li Y, Zhang Y, Chen M, Serikawa S, Kim H (2017) Underwater optical image processing: a comprehensive review. Mobile Networks and Applications Lu H, Li Y, Zhang Y, Chen M, Serikawa S, Kim H (2017) Underwater optical image processing: a comprehensive review. Mobile Networks and Applications
45.
Zurück zum Zitat Zheng K, Hou L, Meng H, Zheng Q, Lu N, Lei L (2015) Soft-defined heterogeneous vehicular network: architecture and challenges. IEEE Netw 30(4):72–80CrossRef Zheng K, Hou L, Meng H, Zheng Q, Lu N, Lei L (2015) Soft-defined heterogeneous vehicular network: architecture and challenges. IEEE Netw 30(4):72–80CrossRef
46.
Zurück zum Zitat Rupanagudi S, Ranjani B, Nagaraj P, Bhat V, Thippeswamy G (2015) A novel cloud computing based smart farming system for early detection of borer insects in tomatoes. In: 2015 international conference on communication, information & computing technology (ICCICT). IEEE, pp 1–6 Rupanagudi S, Ranjani B, Nagaraj P, Bhat V, Thippeswamy G (2015) A novel cloud computing based smart farming system for early detection of borer insects in tomatoes. In: 2015 international conference on communication, information & computing technology (ICCICT). IEEE, pp 1–6
47.
Zurück zum Zitat Zhang Y (2016) GroRec: a group-centric intelligent recommender system integrating social, mobile and big data technologies. IEEE Trans Serv Comput 9(5):786–795CrossRef Zhang Y (2016) GroRec: a group-centric intelligent recommender system integrating social, mobile and big data technologies. IEEE Trans Serv Comput 9(5):786–795CrossRef
48.
Zurück zum Zitat Mocanu M, Cristea V, Negru C, Pop F, Ciobanu V, Dobre C (2015) Cloud-based architecture for farm management. In: 2015 20th international conference on control systems and computer science (CSCS). IEEE, pp 814–819 Mocanu M, Cristea V, Negru C, Pop F, Ciobanu V, Dobre C (2015) Cloud-based architecture for farm management. In: 2015 20th international conference on control systems and computer science (CSCS). IEEE, pp 814–819
49.
Zurück zum Zitat Kassim M, Harun A (2015) Using Wireless Sensor Network to determine pollination readiness of oil palm flower. In: 2015 9th international conference on sensing technology (ICST). IEEE, pp 59–64 Kassim M, Harun A (2015) Using Wireless Sensor Network to determine pollination readiness of oil palm flower. In: 2015 9th international conference on sensing technology (ICST). IEEE, pp 59–64
50.
Zurück zum Zitat Chen M, Yang J, Zhu X, Wang X, Liu M, Song J (2017) Smart home 2.0: innovative smart home system powered by botanical IoT and emotion detection. Mobile Netw Appl 21(5):744–752 Chen M, Yang J, Zhu X, Wang X, Liu M, Song J (2017) Smart home 2.0: innovative smart home system powered by botanical IoT and emotion detection. Mobile Netw Appl 21(5):744–752
51.
Zurück zum Zitat Qiu M, Ming Z, Li J, Gai K, Zong Z (2015) Phase-change memory optimization for green cloud with genetic algorithm. IEEE Trans Comput 64(12):3528–C3540MathSciNetCrossRefMATH Qiu M, Ming Z, Li J, Gai K, Zong Z (2015) Phase-change memory optimization for green cloud with genetic algorithm. IEEE Trans Comput 64(12):3528–C3540MathSciNetCrossRefMATH
52.
Zurück zum Zitat Li Y, Dai W, Ming Z, Qiu M (2016) Privacy protection for preventing data over-collection in smart city. IEEE Trans Comput 65(5):1339–C1350MathSciNetCrossRef Li Y, Dai W, Ming Z, Qiu M (2016) Privacy protection for preventing data over-collection in smart city. IEEE Trans Comput 65(5):1339–C1350MathSciNetCrossRef
53.
Zurück zum Zitat He J, Wu D, Xie X, Chen M, Li Y, Zhang G (2016) Efficient upstream bandwidth multiplexing for cloud video recording services. IEEE Trans Circuits Syst Video Technol 26(10):1893–C1906CrossRef He J, Wu D, Xie X, Chen M, Li Y, Zhang G (2016) Efficient upstream bandwidth multiplexing for cloud video recording services. IEEE Trans Circuits Syst Video Technol 26(10):1893–C1906CrossRef
54.
Zurück zum Zitat Lin K, Song J, Luo J, Ji W, Hossain M, Ghoneim A (2017) Gvt: Green video transmission in the mobile cloud networks. IEEE Transactions on Circuits and Systems for Video Technology Lin K, Song J, Luo J, Ji W, Hossain M, Ghoneim A (2017) Gvt: Green video transmission in the mobile cloud networks. IEEE Transactions on Circuits and Systems for Video Technology
55.
Zurück zum Zitat Liu Y, Liu A, Li Y, Li Z, Choi Y, Sekiya H, Li J (2017) Apmd: A fast data transmission protocol with reliability guarantee for pervasive sensing data communication. Pervasive and Mobile Computing Liu Y, Liu A, Li Y, Li Z, Choi Y, Sekiya H, Li J (2017) Apmd: A fast data transmission protocol with reliability guarantee for pervasive sensing data communication. Pervasive and Mobile Computing
56.
Zurück zum Zitat Liu Q, Liu A (2017) On the hybrid using of unicast-broadcast in wireless sensor networks. Computers & Electrical Engineering Liu Q, Liu A (2017) On the hybrid using of unicast-broadcast in wireless sensor networks. Computers & Electrical Engineering
57.
Zurück zum Zitat Deng X, Wu D, Shen J, He J (2016) Eco-aware online power management and load scheduling for green cloud datacenters. IEEE Syst J 10(1):78–87CrossRef Deng X, Wu D, Shen J, He J (2016) Eco-aware online power management and load scheduling for green cloud datacenters. IEEE Syst J 10(1):78–87CrossRef
Metadaten
Titel
Botanical Internet of Things: Toward Smart Indoor Farming by Connecting People, Plant, Data and Clouds
verfasst von
Jun Yang
Mengchen Liu
Jiayi Lu
Yiming Miao
M. Anwar Hossain
Mohammed F. Alhamid
Publikationsdatum
22.09.2017
Verlag
Springer US
Erschienen in
Mobile Networks and Applications / Ausgabe 2/2018
Print ISSN: 1383-469X
Elektronische ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-017-0930-x

Weitere Artikel der Ausgabe 2/2018

Mobile Networks and Applications 2/2018 Zur Ausgabe

Neuer Inhalt