A FRAMEWORK for DATA DELIVERY in INTEGRATED INTERNET of THINGS ARCHITECTURES Ashraf E. Al-Fagih
Total Page:16
File Type:pdf, Size:1020Kb
A FRAMEWORK FOR DATA DELIVERY IN INTEGRATED INTERNET OF THINGS ARCHITECTURES by Ashraf E. Al-Fagih A thesis submitted to the Graduate Program in Computing in conformity with the requirements for the Degree of Doctor of Philosophy Queen’s University Kingston, Ontario, Canada April, 2013 Copyright ©Ashraf E. Al-Fagih, 2013 Abstract The Internet of Things (IoT) represents a networking paradigm where entities are viewed as objects that are identifiable, traceable and connected. This view requires the integration and interoperability of numerous wireless standards. Radio Frequency Identification (RFID) systems and Wireless Sensor Networks (WSNs) are two dominant technologies that jointly constitute a class of hybrid/integrated IoT architectures known as RFID-Sensor Networks (RSNs). Data delivery across such integrated architectures faces challenges in terms of cost- efficiency, scalability and connectivity, among many others. Moreover, IoT-driven solutions are required to address constraints on node mobility, delay-tolerance and resource management, and may have to adhere to an economic model in order to establish incentive-based schemes. Most available RSN solutions are tailored for a single- application and fail to address the aforementioned IoT constraints. To the best of our knowledge, a detailed framework that comprehensively addresses such constraints does not exist. We investigate this promising research direction by proposing a novel framework that incorporates an RSN integrated architecture to improve delivery over heterogeneous topologies. Our framework provides data delivery solutions that adhere to delivery and connectivity considerations of integrated RSN architectures in IoT. Moreover, our data delivery solutions incorporate pricing policies for incentive public sensing applications over the proposed architecture. We show, by theoretical analysis and simulations, that our framework outperforms rival RSN integration approaches, as well as other wireless Ad-hoc data delivery schemes in realizing IoT performance requirements. ii Co-Authorship Chapter 2 A. Al-Fagih, F. Al-Turjman, H. Hassanein, and W. Alsalih, “Coverage-Based Placement in RFID Networks: An Overview,” in the Proc. of the 3rd FTRA Int. Conf. on Mobile, Ubiquitous and Intelligent Computing (MUSIC-12), Vancouver, Canada, 26-28 June 2012, pp. 220-224. Chapter 3 F. Al-Turjman, A. Al-Fagih and H. Hassanein, “A Novel Cost-Effective Architecture and Deployment Strategy for Integrated RFID and WSN Systems,” in the Proc. of the 1st IEEE Int. Conf. on Computing, Networking and Commun. (ICNC’12), Maui, Hawaii, 30 Jan.- 2 Feb. 2012, pp. 835-839. Chapter 4 A. Al-Fagih and H. Hassanein, Technical Report 2012-588, Routing Schemes in Delay- Tolerant Networks- An Applications Perspective, Telecommunications Research Lab, School of Computing, Queen’s University, Kingston, Ontario, Canada, Dec. 2010. F. Al-Turjman, A. Al-Fagih, W. Alsalih, and H. Hassanein, “A Delay-Tolerant Framework for Integrated RSNs in IoT,” in Elsevier’s Computer Commun.: Special Issue on Reactive Sensor Networks (2012), 10.1016/j.comcom.2012.07.001. Available online 11 July 2012. A. Al-Fagih, F. Al-Turjman, and H. Hassanein, “Ubiquitous Robust Data Delivery for Integrated RSNs in IoT,” in IEEE Global Commun. Conf. (GLOBECOM’12), Anaheim, California, 3-7 Dec. 2012, pp. 298-303. iii Chapter 5 A. Al-Fagih, S. Oteafy, and H. Hassanein, “A Pricing Scheme for Porter-Based Delivery in Integrated RFID-Sensor Networks,” in the Proc. of the 37th IEEE Conf. on Local Computer Networks (LCN’12), Clearwater, Florida, 22-25 Oct. 2012, pp. 831-838. A. Al-Fagih, F. Al-Turjman, and H. Hassanein, “Online Heuristics for Monetary-Based Courier Relaying in Integrated RFID-Sensor Architectures,” in IEEE Int. Conf. on Commun. (ICC’13), Budapest, Hungary, 9-13 June 2013 (Accepted). F. Al-Turjman, A. Al-Fagih, W. Alsalih and H. Hassanein, “Reciprocal Public Sensing for Integrated RFID-Sensor Networks,” in the 9th IEEE Int. Wireless Commun. and Mobile Computing Conf. (IWCMC’13), Cagliari, Sardinia-Italy, 1-5 July 2013 (Accepted). A. Al-Fagih, F. Al-Turjman, W. Alsalih, and H. Hassanein, “A Priced Public Sensing Framework for Heterogeneous IoT Architectures,” Submitted to IEEE Trans. on Emerging Topics in Computing (TETC). Special Issue on Cyber-Physical Systems (CPS). iv To my mother and father. v “The Internet of Things has the potential to change the world, just as the Internet did. Maybe even more so.” Kevin Ashton, (2009) “There will always be plenty of things to compute in the detailed affairs of millions of people doing complicated things.” Vannevar Bush, As We May Think (1945) vi Acknowledgements All praises are to Allah, the most gracious, the most merciful. This thesis represents the conclusion of a spectacular journey which I was honored to share with a number of amazing individuals. To my beloved wife Wisam, my life-long partner and soul-mate. This could not have happened if it was not for your limitless love, support and endurance. Your presence has always defined me. I owe every bit of my happiness and success to the beautiful existence of you and our adorable children Faisal and Leena in my life. To my beloved parents and sisters, your faces were always in my heart. Your prayers were always surrounding me. I know that you are happier with this than I am. I cannot ever repay you. To my advisor, Dr. Hossam Hassanein, who taught me values beyond mere science and academic practice. Your company over the past years has forever changed me. It definitely made me a better person. Thank you for always being there as a mentor, as a big brother, and as a friend. I’ll always be in your debt, sir. To my dearest friends, Sharief Oteafy and Fadi Al-Turjman, no words are sufficient to express my graduate to both of you for your pure kindheartedness and genuine devotion. To my former colleagues at TRL: Abd-Elhamid Taha, Waleed Alsalih, Kashif Ali and Mervat AbuElkheir. Thank you for leaving your permanent marks on my path. It has been an absolute pleasure knowing you. To all my magnificent friends at TRL and Queen’s, and to the dearest Basia Palmer, thank you for the tremendous love and care you surrounded me with. This story would have had a very different ending if it was not for each and every one of you. I wish you all the best. To the officials at King Fahd University of Petroleum and Minerals, I express my sincere gratitude for allowing me to go through this endeavor. I look forward towards returning part of the favor to this distinguished establishment. vii Statement of Originality I hereby certify that all of the work described within this thesis is the original work of the author. Any published (or unpublished) ideas and/or techniques from the work of others are fully acknowledged in accordance with the standard referencing practices. (Ashraf E. Al-Fagih) (March, 2013) viii Table of Contents Abstract ............................................................................................................................................ ii Co-Authorship ................................................................................................................................ iii Acknowledgements ........................................................................................................................ vii Statement of Originality ................................................................................................................ viii List of Acronyms ....................................................................................................................... xv Chapter 1 Introduction ..................................................................................................................... 1 1.1 Motivations and Challenges ................................................................................................... 3 1.2 Thesis Contributions .............................................................................................................. 8 1.3 Thesis Outline ...................................................................................................................... 10 Chapter 2 Background ................................................................................................................... 11 2.1 RFID Systems ...................................................................................................................... 11 2.1.1 Data Delivery in RFID .................................................................................................. 12 2.1.2 Placement in RFID ........................................................................................................ 14 2.1.2.1 Tag Placement ........................................................................................................ 14 2.1.2.2 Reader Placement ................................................................................................... 15 2.2 Wireless Sensor Networks ................................................................................................... 17 2.2.1 Data Delivery in WSNs ................................................................................................ 19 2.2.2 Placement in WSNs ...................................................................................................... 20 2.3 RFID-Sensor Networks ........................................................................................................ 22 2.3.1 Tag-Sensor Integration .................................................................................................