Wei Wang
Tiantian Xie
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Abstract
Recent advances in cross-technology communication have significantly improved the spectrum efficiency in the same Industrial, Scientific, and Medical band among heterogeneous wireless devices (e.g., WiFi and ZigBee). However, further performance improvement in the whole network is hampered because the cross-technology network layer is missing. As the first cross-technology network layer design, our work, named ECT, opens a promising direction for significantly reducing the packet delivery delay via collaborative and concurrent cross-technology communication between WiFi and ZigBee devices. Specifically, ECT can dynamically change the nodes’ priorities and reduce the delivery delay from high-priority nodes under unreliable links. The key idea of ECT is to leverage the concurrent transmission of important data and raw data from ZigBee nodes to the WiFi access point. We extensively evaluate ECT under different network settings, and results show that our ECT’s packet delivery delay is more than 29 times lower than the current state-of-the-art solution.
- Apostolos Apostolaras, George Iosifidis, Kostas Chounos, Thanasis Korakis, and Leandros Tassiulas. 2016. A mechanism for mobile data offloading to wireless mesh networks. IEEE Transactions on Wireless Communications 15, 9, 5984--5997. Google Scholar
Digital Library
- Mehmet Baysan, Kamil Sarac, Ramaswamy Chandrasekaran, and Sergey Bereg. 2009. A polynomial time solution to minimum forwarding set problem in wireless networks under unit disk coverage model. IEEE Transactions on Parallel and Distributed Systems 20, 7 (2009), 913--924. Google ScholarDigital Library
- Fangming Chai, Ting Zhu, and Kyoung-Don Kang. 2016. A link-correlation-aware cross-layer protocol for IoT devices. In Proceedings of the IEEE International Conference on Communications (ICC’16). IEEE, Los Alamitos, CA, 1--6.Google ScholarCross Ref
- Kameswari Chebrolu and Ashutosh Dhekne. 2009. Esense: Communication through energy sensing. In Proceedings of the 15th Annual International Conference on Mobile Computing and Networking. ACM, New York, NY, 85--96. Google ScholarDigital Library
- Long Cheng, Yu Gu, Jianwei Niu, Ting Zhu, Cong Liu, Qingquan Zhang, et al. 2016. Taming collisions for delay reduction in low-duty-cycle wireless sensor networks. In Proceedings of the 35th Annual IEEE International Conference on Computer Communications (INFOCOM’16). IEEE, Los Alamitos, CA, 1--9.Google ScholarDigital Library
- Zicheng Chi, Zhichuan Huang, Yao Yao, Tiantian Xie, Hongyu Sun, and Ting Zhu. 2017. EMF: Embedding multiple flows of information in existing traffic for concurrent communication among heterogeneous IoT devices. In Proceedings of the 2017 IEEE International Conference on Computer Communications (INFOCOM’17). IEEE, Los Alamitos, CA, 1--9.Google ScholarCross Ref
- Zicheng Chi, Yan Li, Hongyu Sun, Yao Yao, Zheng Lu, and Ting Zhu. 2016. B2w2: N-way concurrent communication for IoT devices. In Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD-ROM. ACM, New York, NY, 245--258. Google ScholarDigital Library
- Zicheng Chi, Yan Li, Yao Yao, and Ting Zhu. 2017. PMC: Parallel multi-protocol communication to heterogeneous IoT radios within a single WiFi channel. In Proceedings of the 25th IEEE International Conference on Network Protocols (ICNP’17). IEEE, Los Alamitos, CA, 1--10.Google ScholarCross Ref
- Zicheng Chi, Yao Yao, Tiantian Xie, Zhichuan Huang, Michael Hammond, and Ting Zhu. 2016. Harmony: Exploiting coarse-grained received signal strength from IoT devices for human activity recognition. In Proceedings of the 24th IEEE International Conference on Network Protocols (ICNP’16). IEEE, Los Alamitos, CA, 1--10.Google Scholar
- Zicheng Chi, Yao Yao, Tiantian Xie, Xin Liu, Zhichuan Huang, Wei Wang, et al. 2018. EAR: Exploiting uncontrollable ambient RF signals in heterogeneous networks for gesture recognition. In Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems. ACM, New York, NY, 237--249. Google ScholarDigital Library
- Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, and Yong Cui. 2014. Towards a system theoretic approach to wireless network capacity in finite time and space. In Proceedings of the 2014 IEEE International Conference on Computer Communications (INFOCOM’14). IEEE, Los Alamitos, CA, 2391--2399.Google ScholarCross Ref
- Gartner. 2017. Gartner Says 8.4 Billion Connected “Things” Will Be in Use in 2017, Up 31 Percent From 2016. Retrieved October 1, 2018 from http://www.gartner.com/newsroom/id/3598917.Google Scholar
- Yu Gu, Liang He, Ting Zhu, and Tian He. 2014. Achieving energy-synchronized communication in energy-harvesting wireless sensor networks. ACM Transactions on Embedded Computing Systems 13, 2S (2014), 68. Google ScholarDigital Library
- Yu Gu and Tian He. 2011. Dynamic switching-based data forwarding for low-duty-cycle wireless sensor networks. IEEE Transactions on Mobile Computing 10, 12 (2011), 1741--1754. Google ScholarDigital Library
- Yu Gu, Ting Zhu, and Tian He. 2009. ESC: Energy synchronized communication in sustainable sensor networks. In Proceedings of the 17th IEEE International Conference on Network Protocols (ICNP’09). IEEE, Los Alamitos, CA, 52--62. Google ScholarDigital Library
- Shuo Guo, Liang He, Yu Gu, Bo Jiang, and Tian He. 2014. Opportunistic flooding in low-duty-cycle wireless sensor networks with unreliable links. IEEE Transactions on Computers 63, 11 (2014), 2787--2802. Google ScholarDigital Library
- Shuo Guo, Song Min Kim, Ting Zhu, Yu Gu, and Tian He. 2011. Correlated flooding in low-duty-cycle wireless sensor networks. In Proceedings of the 2011 19th IEEE International Conference on Network Protocols (ICNP’11). 383--392. Google ScholarDigital Library
- Xiuzhen Guo, Xiaolong Zheng, and Yuan He. 2017. Wizig: Cross-technology energy communication over a noisy channel. In Proceedings of the 2017 IEEE International Conference on Computer Communications (INFOCOM’17). IEEE, Los Alamitos, CA, 1--9.Google ScholarCross Ref
- Zhichuan Huang and Ting Zhu. 2016. Leveraging multi-granularity energy data for accurate energy demand forecast in smart grids. In Proceedings of the IEEE International Conference on Big Data. IEEE, Los Alamitos, CA, 1182--1191.Google ScholarCross Ref
- Zhichuan Huang and Ting Zhu. 2016. Real-time data and energy management in microgrids. In Proceedings of the 2016 IEEE Real-Time Systems Symposium (RTSS’16). IEEE, Los Alamitos, CA, 79--88.Google ScholarCross Ref
- Zhichuan Huang and Ting Zhu. 2017. Distributed real-time multimodal data forwarding in unmanned aerial systems. In Proceedings of the 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON’17). IEEE, Los Alamitos, CA, 1--9.Google ScholarCross Ref
- Zhichuan Huang, Ting Zhu, Haoyang Lu, and Wei Gao. 2016. Accurate power quality monitoring in microgrids. In Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN’16). IEEE, Los Alamitos, CA, 1--6. Google ScholarDigital Library
- Edison Electric Institute. 2017. A Discussion of Smart Meters And RF Exposure Issues. Retrieved February 3, 2019 from https://aeic.org/wp-content/uploads/2013/07/smartmetersandrf031511.pdf.Google Scholar
- Wenchao Jiang, Zhimeng Yin, Song Mim Kim, and Tian He. 2017. Transparent cross-technology communication over data traffic. In Proceedings of the 2017 IEEE International Conference on Computer Communications (INFOCOM’17). IEEE, Los Alamitos, CA, 1--9.Google ScholarCross Ref
- Junghyun Jun, Long Cheng, Liang He, Yu Gu, and Ting Zhu. 2014. Exploiting sender-based link correlation in wireless sensor networks. In Proceedings of the 22nd IEEE International Conference on Network Protocols (ICNP’14). IEEE, Los Alamitos, CA, 445--455. Google ScholarDigital Library
- Joohwan Kim, Xiaojun Lin, Ness B. Shroff, and Prasun Sinha. 2010. Minimizing delay and maximizing lifetime for wireless sensor networks with anycast. IEEE/ACM Transactions on Networking 18, 2 (2010), 515--528. Google ScholarDigital Library
- Song Min Kim and Tian He. 2015. Freebee: Cross-technology communication via free side-channel. In Proceedings of the 21st Annual International Conference on Mobile Computing and Networking. ACM, New York, NY, 317--330. Google ScholarDigital Library
- Yanhua Li and Zhi-Li Zhang. 2013. Random walks and Green’s function on digraphs: A framework for estimating wireless transmission costs. IEEE/ACM Transactions on Networking 21, 1 (2013), 135--148. Google ScholarDigital Library
- Zhijun Li and Tian He. 2017. Webee: Physical-layer cross-technology communication via emulation. In Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking. ACM, New York, NY, 2--14. Google ScholarDigital Library
- Chenyang Lu, Brian M. Blum, Tarek F. Abdelzaher, John A. Stankovic, and Tian He. 2002. RAP: A real-time communication architecture for large-scale wireless sensor networks. In Proceedings of the 2002 8th IEEE Real-Time and Embedded Technology and Applications Symposium. IEEE, Los Alamitos, CA, 55--66. Google ScholarDigital Library
- Aniket Malvankar, Ming Yu, and Ting Zhu. 2006. An availability-based link QoS routing for mobile ad hoc networks. In Proceedings of the 2006 IEEE Sarnoff Symposium. IEEE, Los Alamitos, CA, 1--4.Google ScholarCross Ref
- Miklós Maróti, Branislav Kusy, Gyula Simon, and Ákos Lédeczi. 2004. The flooding time synchronization protocol. In Proceedings of the 2nd International Conference on Embedded Networked Sensor Systems. ACM, New York, NY, 39--49. Google ScholarDigital Library
- S. Mini, S. K. Udgata, and S. L. Sabat. 2014. Sensor deployment and scheduling for target coverage problem in wireless sensor networks. IEEE Sensors Journal 14, 3 (2014), 636--644.Google ScholarCross Ref
- Sijun Ren, Ping Yi, Ting Zhu, Yue Wu, and Jianhua Li. 2014. A 3-hop message relay algorithm for connected dominating sets in wireless ad-hoc sensor networks. In Proceedings fo the IEEE/CIC International Conference on Communications in China (ICCC’14). IEEE, Los Alamitos, CA, 829--834.Google ScholarCross Ref
- Hulya Seferoglu and Eytan Modiano. 2016. Separation of routing and scheduling in backpressure: Based wireless networks. IEEE/ACM Transactions on Networking 24, 3 (2016), 1787--1800. Google ScholarDigital Library
- Yu Sui, Ping Yi, Xin Liu, Wei Wang, and Ting Zhu. 2017. Optimization for charge station placement in electric vehicles energy network. In Proceedings of the Workshop on Smart Internet of Things. ACM, New York, NY, 1. Google ScholarDigital Library
- Cisco Systems. 2014-2019. In Cisco Global Cloud Index: Forecast and Methodology, 2014-2019 White Paper. Cisco Systems.Google Scholar
- Wei Wang, Tiantian Xie, Xin Liu, and Ting Zhu. 2018. ECT: Exploiting cross-technology concurrent transmission for reducing packet delivery delay in IoT networks. In Proceedings of the 2018 IEEE International Conference on Computer Communications (INFOCOM’18). IEEE, Los Alamitos, CA, 369--377.Google ScholarCross Ref
- Tiantian Xie, Zhichuan Huang, Zicheng Chi, and Ting Zhu. 2017. Minimizing amortized cost of the on-demand irrigation system in smart farms. In Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks. ACM, New York, NY, 43--46. Google ScholarDigital Library
- Mohammad Hossein Yaghmaee and Donald A. Adjeroh. 2009. Priority-based rate control for service differentiation and congestion control in wireless multimedia sensor networks. Computer Networks 53, 11 (2009), 1798--1811. Google ScholarDigital Library
- Chi-Ming Yang, Kuei-Ping Shih, and Shih-Hao Chang. 2017. A priority-based energy replenishment scheme for wireless rechargeable sensor networks. In Proceedings of the 31st International Conference on Advanced Information Networking and Applications Workshops (WAINA’17). IEEE, Los Alamitos, CA, 547--552.Google ScholarCross Ref
- Ping Yi, Ting Zhu, Ning Liu, Yue Wu, and Jianhua Li. 2012. Cross-layer detection for black hole attack in wireless network. Journal of Computational Information Systems 8, 10 (2012), 4101--4109.Google Scholar
- Ping Yi, Ting Zhu, Qingquan Zhang, Yue Wu, and Jianhua Li. 2012. Green firewall: An energy-efficient intrusion prevention mechanism in wireless sensor network. In Proceedings of the 2012 IEEE Global Communications Conference (GLOBECOM’12). IEEE, Los Alamitos, CA, 3037--3042.Google ScholarCross Ref
- Kasim Sinan Yildirim and Aylin Kantarci. 2014. Time synchronization based on slow-flooding in wireless sensor networks. IEEE Transactions on Parallel and Distributed Systems 25, 1 (2014), 244--253. Google ScholarDigital Library
- Zhimeng Yin, Wenchao Jiang, Song Min Kim, and Tian He. 2017. C-morse: Cross-technology communication with transparent morse coding. In Proceedings of the 2017 IEEE International Conference on Computer Communications (INFOCOM’17). IEEE, Los Alamitos, CA, 1--9.Google ScholarCross Ref
- Qingquan Zhang, Ziqiao Zhou, Wei Xu, Jing Qi, Chenxi Guo, Ping Yi, et al. 2015. Fingerprint-free tracking with dynamic enhanced field division. In Proceedings of the 2015 IEEE International Conference on Computer Communications (INFOCOM’15). IEEE, Los Alamitos, CA, 2785--2793.Google ScholarCross Ref
- Shiwen Zhang, Qingquan Zhang, Sheng Xiao, Ting Zhu, Yu Gu, and Yaping Lin. 2015. Cooperative data reduction in wireless sensor network. ACM Transactions on Embedded Computing Systems 14, 4 (2015), 84. Google ScholarDigital Library
- Yifan Zhang and Qun Li. 2013. Howies: A holistic approach to Zigbee assisted WiFi energy savings in mobile devices. In Proceedings of the 2013 IEEE International Conference on Computer Communications (INFOCOM’13). IEEE, Los Alamitos, CA, 1366--1374.Google ScholarCross Ref
- Ting Zhu and Don Towsley. 2011. E2R: Energy efficient routing for multi-hop green wireless networks. In Proceedings of the 2011 IEEE International Conference on Computer Communications Workshops (INFOCOM WKSHPS’11). IEEE, Los Alamitos, CA, 265--270.Google ScholarCross Ref
- Ting Zhu, Sheng Xiao, Yi Ping, Don Towsley, and Weibo Gong. 2011. A secure energy routing mechanism for sharing renewable energy in smart microgrid. In Proceedings of the IEEE International Conference on SmartGridComm. IEEE, Los Alamitos, CA, 143--148.Google ScholarCross Ref
- Ting Zhu and Ming Yu. 2006. A dynamic secure QoS routing protocol for wireless ad hoc networks. In Proceedings of the 2006 IEEE Sarnoff Symposium. IEEE, Los Alamitos, CA, 1--4.Google ScholarCross Ref
- Ting Zhu and Ming Yu. 2006. A secure quality of service routing protocol for wireless ad hoc networks. In Proceedings of the 49th Annual IEEE GLOBECOM Technical Conference and IEEE Communications Expo (GLOBECOM’06).Google ScholarCross Ref
- Ting Zhu, Ziguo Zhong, Tian He, and Zhi-Li Zhang. 2010. Exploring link correlation for efficient flooding in wireless sensor networks. In Proceedings of the 7th USENIX Conference on Networked Systems Design and Implementation (NSDI’10), Vol. 10. 1--15. Google ScholarDigital Library
Index Terms
- ECT: Exploiting Cross-Technology Transmission for Reducing Packet Delivery Delay in IoT Networks
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