Undertaking doctoral study has been a truly life-changing experience for me and it would never have been possible to take this work to completion without the guidance and support that I received from many people. Firstly, I would like to express my sincere appreciation and respect to my supervisor, Professor Xie Lihua, for his professional guidance and valuable suggestions throughout my time as his student. I could not imagine having had a better advisor and mentor for my research work. I owe the deepest gratitude to my family for their encouragement and love. My wife and my parents have been extremely supportive of me throughout the entire study and have made countless sacrifices to help me get to this point. I also thank the staff and students in the Internet of Things Laboratory of Nanyang Technological University for their help.