Adaptive aggregation routing to reduce delay for multi-layer wireless sensor networks

Sensors (Switzerland)

Volumn 18, Issue 4, 2018, Pages

  Li, Xujing ^a   Liu, Anfeng ^a,b   Xie, Mande ^c   Xiong, Neal N ^d   Zeng, Zhiwen ^a   Cai, Zhiping ^e  

^a CENTRAL SOUTH UNIVERSITY   (China)

^b STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

^c ZHEJIANG GONGSHANG UNIVERSITY   (China)

^d NORTHEASTERN STATE UNIVERSITY   (United States)

^e NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

Author keywords

Aggregation delay; Aggregation ratio; Data aggregation; Energy efficiency; Wireless sensor networks

Indexed keywords

ENERGY EFFICIENCY; ENERGY UTILIZATION; NETWORK LAYERS; QUALITY OF SERVICE; QUEUEING THEORY; SENSOR NODES; WIRELESS SENSOR NETWORKS;

ADAPTIVE AGGREGATION; COMMON STRATEGY; DATA AGGREGATION; END TO END DELAY; FORWARDING NODES; PRIMARY CONTRIBUTION; REDUCE ENERGY CONSUMPTION; WIRELESS SENSOR NETWORK (WSNS);

DATA REDUCTION;

EID: 85045679067     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s18041216     Document Type: Article

References (65)

1. Bhuiyan, M.Z.A.; Wang, G.; Wu, J.; Cao, J.; Liu, X.; Wang, T. Dependable structural health monitoring using wireless sensor networks. IEEE Trans. Dependable Secur. Comput. 2017, 14, 363–376. [CrossRef]
2. Wang, J.; Liu, A.; Yan, T.; Zeng, Z. A Resource Allocation Model Based on Double-sided Combinational Auctions for Transparent Computing. Peer-to-Peer Netw. Appl. 2017. [CrossRef]
3. Xiao, F.; Liu, W.; Li, Z.; Chen, L.; Wang, R. Noise-tolerant Wireless Sensor Networks Localization via Multi-norms Regularized Matrix Completion. IEEE Trans. Veh. Technol. 2017, 1–11. [CrossRef]
4. Bhuiyan, M.Z.A.; Wu, J.; Wang, G.; Wang, T.; Hassan, M.M. e-Sampling: Event-Sensitive Autonomous Adaptive Sensing and Low-Cost Monitoring in Networked Sensing Systems. ACM Trans. Auton. Adapt. Syst. 2017, 12, 1. [CrossRef]
5. Dai, H.; Chen, G.; Wang, C.; Wang, S.; Wu, X.; Wu, F. Quality of energy provisioning for wireless power transfer. IEEE Trans. Parallel Distrib. Syst. 2015, 26, 527–537. [CrossRef]
6. Jiang, W.; Wang, G.; Bhuiyan, M.Z.A.; Wu, J. Understanding graph-based trust evaluation in online social networks: Methodologies and challenges. ACM Comput. Surv. (CSUR) 2016, 49, 10. [CrossRef]
7. Tang, J.; Liu, A.; Zhao, M.; Wang, T. An Aggregate Signature based Trust Routing for Data Gathering in Sensor Networks. Secur. Commun. Netw. 2018. [CrossRef]
8. Huang, M.; Liu, A.; Wang, T.; Huang, C. Green Data Gathering under Delay Differentiated Services Constraint for Internet of Things. Wirel. Commun. Mob. Comput. 2018. [CrossRef]
9. Wu, M.; Wu, Y.; Liu, X.; Ma, M.; Liu, A.; Zhao, M. Learning Based Synchronous Approach from Forwarding Nodes to Reduce the Delay for Industrial Internet of Things. EURASIP J. Wirel. Commun. Netw. 2018, 10. [CrossRef]
10. Gui, J.S.; Hui, L.H.; Xiong, N.X. Enhancing Cellular Coverage Quality by Virtual Access Point and Wireless Power Transfer. Wirel. Commun. Mob. Comput. 2018, 2018, 9218239. [CrossRef]
11. Xin, H.; Liu, X. Energy-balanced transmission with accurate distances for strip-based wireless sensor networks. IEEE Access 2017, 5, 16193–16204. [CrossRef]
12. Zhao, S.; Liu, A. High Performance Target Tracking Scheme with Low Prediction Precision Requirement in WSNs. Int. J. Ad. Hoc. Ubiquitous Comput. 2017. Available online: http://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijahuc (accessed on 30 March 2018).
13. Xie, K.; Wang, X.; Wen, J.; Cao, J. Cooperative routing with relay assignment in multiradio multihop wireless networks. IEEE/ACM Trans. Netw. (TON) 2016, 24, 859–872. [CrossRef]
14. Liu, A.; Huang, M.; Zhao, M.; Wang, T. A Smart High-Speed Backbone Path Construction Approach for Energy and Delay Optimization in WSNs. IEEE Access 2018. [CrossRef]
15. Liu, X.; Zhao, S.; Liu, A.; Xiong, N.; Vasilakos, A.V. Knowledge-aware Proactive Nodes Selection Approach for Energy management in Internet of Things. Future Gener. Comput. Syst. 2017. [CrossRef]
16. Ren, Y.; Liu, A.; Zhao, M.; Huang, C.; Wang, T. A Quality Utilization Aware based Data Gathering for Vehicular Communication Networks. Wirel. Commun. Mob. Comput. 2018, 6353714. [CrossRef]
17. Liu, Y.; Liu, A.; Guo, S.; Li, Z.; Choi, Y.J. Context-aware collect data with energy efficient in Cyber-physical cloud systems. Future Gener. Comput. Syst. 2017. [CrossRef]
18. Liu, Y.; Ota, K.; Zhang, K.; Ma, M.; Xiong, N.; Liu, A.; Long, J. QTSAC: A Energy efficient MAC Protocol for Delay Minimized in Wireless Sensor networks. IEEE Access 2018. [CrossRef]
19. Tang, J.; Liu, A.; Zhang, J.; Zeng, Z.; Xiong, N.; Wang, T. A Security Routing Scheme Using Traceback Approach for Energy Harvesting Sensor Networks. Sensors 2018, 18, 751. [CrossRef] [PubMed]
20. Yang, G.; He, S.; Shi, Z. Leveraging crowdsourcing for efficient malicious users detection in large-scale social networks. IEEE Internet Things J. 2017, 4, 330–339. [CrossRef]
21. Ota, K.; Dong, M.; Gui, J.; Liu, A. QUOIN: Incentive Mechanisms for Crowd Sensing Networks. IEEE Netw. Mag. 2018. [CrossRef]
22. Ma, F.; Liu, X.; Liu, A.; Zhao, M.; Huang, C.; Wang, T. A Time and Location Correlation Incentive Scheme for Deeply Data Gathering in Crowdsourcing Networks. Wirel. Commun. Mob. Comput. 2018, 8052620. [CrossRef]
23. Sun, W.; Cai, Z.; Liu, F.; Fang, S.; Wang, G.; Li, Y. Data Processing and Text Mining Technologies on Electronic Medical Records: A Review. J. Healthc. Eng. 2018, 2018, 4302425. [CrossRef]
24. Huang, M.; Liu, Y.; Zhang, N.; Xiong, N.; Liu, A.; Zeng, Z.; Song, H. A Services Routing based Caching Scheme for Cloud Assisted CRNs. IEEE Access 2018. [CrossRef]
25. Liu, Q.; Liu, A. On the hybrid using of unicast-broadcast in wireless sensor networks. Comput. Electr. Eng. 2017. [CrossRef]
26. Teng, H.; Liu, X.; Liu, A.; Shen, H.; Huang, C.; Wang, T. Adaptive Transmission Power Control for Reliable Data Forwarding in Sensor based Networks. Wirel. Commun. Mob. Comput. 2018, 2068375. [CrossRef]
27. Tan, J.; Liu, A.; Zhao, M.; Shen, H.; Ma, M. Cross Layer Design for Reducing Delay and Maximizing Lifetime in Industrial Wireless Sensor Networks. EURASIP J. Wirel. Commun. Netw. 2018. [CrossRef]
28. Xie, K.; Cao, J.; Wang, X.; Wen, J. Optimal resource allocation for reliable and energy efficient cooperative communications. IEEE Trans. Wirel. Commun. 2013, 12, 4994–5007. [CrossRef]
29. Kim, U.H.; Kong, E.; Choi, H.H.; Lee, J.R. Analysis of Aggregation Delay for Multisource Sensor Data with On-Off Traffic Pattern in Wireless Body Area Networks. Sensors 2016, 16, 1622. [CrossRef] [PubMed]
30. Pu, L.; Chen, X.; Xu, J.; Fu, X. D2D fogging: An energy-efficient and incentive-aware task offloading framework via network-assisted D2D collaboration. IEEE J. Sel. Areas Commun. 2016, 34, 3887–3901. [CrossRef]
31. Xu, J.; Liu, A.; Xiong, N.; Wang, T.; Zuo, Z. Integrated Collaborative Filtering Recommendation in Social Cyber-Physical Systems. Int. J. Distrib. Sens. Netw. 2017, 13, 1550147717749745. [CrossRef]
32. Liu, X.; Xiong, N.; Zhang, N.; Liu, A.; Shen, H.; Huang, C. A Trust with Abstract Information Verified Routing Scheme for Cyber-physical Network. IEEE Access 2018. [CrossRef]
33. Le Nguyen, P.; Ji, Y.; Liu, Z.; Vu, H.; Nguyen, K.V. Distributed hole-bypassing protocol in WSNs with constant stretch and load balancing. Comput. Netw. 2017, 129, 232–250. [CrossRef]
34. Dai, H.; Liu, Y.; Chen, G.; Wu, X.; He, T.; Liu, A.X.; Ma, H. Safe charging for wireless power transfer. IEEE/ACM Trans. Netw. 2017, 25, 3531–3544. [CrossRef]
35. Yadav, P.; McCann, J.A.; Pereira, T. Self-Synchronization in Duty-cycled Internet of Things (IoT) Applications. IEEE Internet Things J. 2017, 4, 2058–2069. [CrossRef]
36. Harb, H.; Makhoul, A.; Laiymani, D.; Jaber, A. A Distance-Based Data Aggregation Technique for Periodic Sensor Networks. ACM Trans. Sens. Netw. (TOSN) 2017, 13, 32. [CrossRef]
37. Randhawa, S.; Jain, S. Data Aggregation in Wireless Sensor Networks: Previous Research, Current Status and Future Directions. Wirel. Pers. Commun. 2017, 97, 3355–3425. [CrossRef]
38. Villas, L.A.; Boukerche, A.; Ramos, H.S.; de Oliveira, H.A.F.; de Araujo, R.B.; Loureiro, A.A.F. DRINA: A lightweight and reliable routing approach for in-network aggregation in wireless sensor networks. IEEE Trans. Comput. 2013, 62, 676–689. [CrossRef]
39. Liu, X.; Li, G.; Zhang, S.; Liu, A. Big Program Code Dissemination Scheme for Emergency Software-define Wireless Sensor Networks. Peer-to-Peer Netw. Appl. 2017. [CrossRef]
40. Sun, W.; Cai, Z.; Li, Y.; Liu, F.; Fang, S.; Wang, G. Security and Privacy in the Medical Internet of Things. Secur. Commun. Netw. 2018, 2018, 5978636. [CrossRef]
41. Dong, M.; Ota, K.; Liu, A.; Guo, M. Joint optimization of lifetime and transport delay under reliability constraint wireless sensor networks. IEEE Trans. Parallel Distrib. Syst. 2016, 27, 225–236. [CrossRef]
42. Park, J.; Lee, S.; Yoo, S. Time slot assignment for convergecast in wireless sensor networks. J. Parallel Distrib. Comput. 2015, 83, 70–82. [CrossRef]
43. Badreddine, W.; Khernane, N.; Potop-Butucaru, M.; Chaudet, C. Convergecast in wireless body area networks. Ad Hoc Netw. 2017, 66, 40–51. [CrossRef]
44. Liu, Y.; Liu, A.; Chen, Z. Analysis and improvement of send-and-wait automatic repeat-request protocols for wireless sensor networks. Wirel. Pers. Commun. 2015, 81, 923–959. [CrossRef]
45. Huang, S.; Wan, P.; Vu, C.T.; Li, Y.; Yao, F. Nearly constant approximation for data aggregation scheduling in wireless sensor networks. In Proceedings of the 26th IEEE international conference on computer communications (INFOCOM 2007), Vancouver, BC, Canada, 31 July–3 August 2007; pp. 366–372.
46. Xu, X.H.; Li, X.Y.; Mao, X.F.; Tang, S.; Wang, S. A delay-efficient algorithm for data aggregation in multihop wireless sensor networks. IEEE Trans. Parallel Distrib. Syst. 2011, 22, 163–175.
47. Ez-zazi, I.; Arioua, M.; El Oualkadi, A.; Lorenz, P. On the performance of adaptive coding schemes for energy efficient and reliable clustered wireless sensor networks. Ad Hoc Netw. 2017, 64, 99–111. [CrossRef]
48. Liu, X. Node Deployment Based on Extra Path Creation for Wireless Sensor Networks on Mountain Roads. IEEE Commun. Lett. 2017, 21, 2376–2379. [CrossRef]
49. Gui, J.; Deng, J. Multi-hop Relay-Aided Underlay D2D Communications for Improving Cellular Coverage Quality. IEEE Access 2018, 6, 14318–14338. [CrossRef]
50. Chen, Z.; Liu, A.; Li, Z.; Choi, Y.J.; Li, J. Distributed duty cycle control for delay improvement in wireless sensor networks. Peer-to-Peer Netw. Appl. 2017, 10, 559–578. [CrossRef]
51. Chen, X.; Pu, L.; Gao, L.; Wu, W.; Wu, D. Exploiting massive D2D collaboration for energy-efficient mobile edge computing. IEEE Wirel. Commun. 2017, 24, 64–71. [CrossRef]
52. Liu, X.; Liu, Y.; Xiong, N.; Zhang, N.; Liu, A.; Shen, H.; Huang, C. Construction of Large-scale Low Cost Deliver Infrastructure using Vehicular Networks. IEEE Access 2018. [CrossRef]
53. Naranjo, P.G.V.; Shojafar, M.; Mostafaei, H.; Pooranian, Z.; Baccarelli, E. P-SEP: A prolong stable election routing algorithm for energy-limited heterogeneous fog-supported wireless sensor networks. J. Supercomput. 2017, 73, 733–755. [CrossRef]
54. Huang, M.; Liu, A.; Zhao, M.; Wang, T. Multi Working Sets Alternate Covering Scheme for Continuous Partial Coverage in WSNs. Peer-to-Peer Netw. Appl. 2018. [CrossRef]
55. Nazhad, S.H.H.; Shojafar, M.; Shamshirband, S.; Conti, M. An efficient routing protocol for the QoS support of large-scale MANETs. Int. J. Commun. Syst. 2018, 31, 1–18. [CrossRef]
56. Li, J.; Liu, Z.; Chen, X.; Xhafa, F.; Tan, X.; Wong, D.S. L-EncDB: A lightweight framework for privacy-preserving data queries in cloud computing. Knowl. Based Syst. 2015, 79, 18–26. [CrossRef]
57. Xu, Q.; Su, Z.; Zheng, Q.; Luo, M.; Dong, B. Secure Content Delivery with Edge Nodes to Save Caching Resources for Mobile Users in Green Cities. IEEE Trans. Ind. Inf. 2017. [CrossRef]
58. Zhu, H.; Xiao, F.; Sun, L.; Wang, R.; Yang, P. R-TTWD: Robust device-free through-the-wall detection of moving human with WiFi. IEEE J. Sel. Areas Commun. 2017, 35, 1090–1103. [CrossRef]
59. Li, J.; Li, Y.K.; Chen, X.; Lee, P.P.C.; Lou, W. A hybrid cloud approach for secure authorized deduplication. IEEE Trans. Parallel Distrib. Syst. 2015, 26, 1206–1216. [CrossRef]
60. Chen, X.; Li, J.; Weng, J.; Ma, J.; Lou, W. Verifiable computation over large database with incremental updates. IEEE Trans. Comput. 2016, 65, 3184–3195. [CrossRef]
61. Li, J.; Li, J.; Chen, X.; Jia, C.; Lou, W. Identity-based encryption with outsourced revocation in cloud computing. IEEE Trans. Comput. 2015, 64, 425–437. [CrossRef]
62. Liu, Q.; Wang, G.; Liu, X.; Peng, T.; Wu, J. Achieving reliable and secure services in cloud computing environments. Comput. Electr. Eng. 2017, 59, 153–164. [CrossRef]
63. Liu, Q.; Guo, Y.; Wu, J.; Wang, G. Effective Query Grouping Strategy in Clouds. J. Comput. Sci. Technol. 2017, 32, 1231–1249. [CrossRef]
64. Xie, M.; Bhanja, U.; Shao, J.; Zhang, G.; Wei, G. LDSCD: A loss and DoS resistant secure code dissemination algorithm supporting multiple authorized tenants. Inf. Sci. 2017, 420, 37–48. [CrossRef]
65. Liu, A.; Chen, W.; Liu, X. Delay Optimal Opportunistic Pipeline Routing Scheme for Cognitive Radio Sensor Networks. Int. J. Distrib. Sens. Netw. 2018. [CrossRef]