{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T12:43:24Z","timestamp":1778676204803,"version":"3.51.4"},"reference-count":67,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T00:00:00Z","timestamp":1598832000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T00:00:00Z","timestamp":1598832000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772554"],"award-info":[{"award-number":["61772554"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61472092"],"award-info":[{"award-number":["61472092"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Wireless Com Network"],"published-print":{"date-parts":[[2020,12]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Green communications is a challenging issue for communications and networking. In order to save energy, nodes of the wireless sensor networks (WSNs) usually adopt the low duty cycle mode which brings a large delay to the event detection and data transmission to the sink and deteriorates the network\u2019s timely processing of the event. In this paper, bi-adjusting duty cycle schedule (BADCS) scheme is proposed to reduce event detection latency as well as data routing delay for low duty cycle wireless sensor networks. BADCS scheme consists mainly of two duty cycle adjustment algorithms: (a) active slot asynchronous adjustment algorithm for nodes in the same sensing area; (b) the continuous adjustment algorithm for two adjacent nodes on the routing path with one active slot interval. Specifically, the operations are 2-fold. First, perform asynchronous operations on the active slots of the nodes in the same sensing area, so that the active slots of the nodes in the same sensing area are distributed as evenly as possible without overlapping. In this way, it is possible to reduce the latency by the time the event is perceived after its occurrence. Secondly, active slots of the nodes on the routing path are adjusted to be with pipeline style, so that when the nodes receive the data packet, they can route through the continuous active slots, thus greatly reducing the delay of data routing. Two adjustment algorithms of active slot are given in detail in this paper. The performance of BADCS mode is discussed in detail, and its performance is better than the previous strategy. Comprehensive experiments are conducted, and the results demonstrate that the proposed BADCS scheme significantly improves event detection performance in terms of detection latency, detection probability, and routing delay. Detection delay and routing delay are reduced as high as 3.91% and 56.22% respectively.<\/jats:p>","DOI":"10.1186\/s13638-020-01767-5","type":"journal-article","created":{"date-parts":[[2020,8,31]],"date-time":"2020-08-31T09:03:02Z","timestamp":1598864582000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Bi-adjusting duty cycle for green communications in wireless sensor networks"],"prefix":"10.1186","volume":"2020","author":[{"given":"Guopeng","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1448-5665","authenticated-orcid":false,"given":"Fufang","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tian","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinsong","family":"Gui","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaobo","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,8,31]]},"reference":[{"issue":"11","key":"1767_CR1","doi-asserted-by":"publisher","first-page":"3028","DOI":"10.1109\/TMC.2017.2681069","volume":"16","author":"L Chiaraviglio","year":"2017","unstructured":"L. Chiaraviglio, F. Cuomo, M. Listanti, E. ManziaE, M. Santucci, Fatigue-aware management of cellular networks infrastructure with sleep modes. IEEE Transactions on Mobile Computing 16(11), 3028\u20133041 (2017)","journal-title":"IEEE Transactions on Mobile Computing"},{"issue":"1","key":"1767_CR2","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1109\/TCC.2015.2485206","volume":"6","author":"S Sarkar","year":"2018","unstructured":"S. Sarkar, S. Chatterjee, S. Misra, Assessment of the suitability of fog computing in the context of Internet of Things. IEEE Transactions on Cloud Computing 6(1), 46\u201359 (2018)","journal-title":"IEEE Transactions on Cloud Computing"},{"key":"1767_CR3","doi-asserted-by":"publisher","unstructured":"Li Z, Liu Y, Liu A, Wang S, & Liu H. Minimizing convergecast time and energy consumption in green internet of things. IEEE Transactions on Emerging Topics in Computing, DoI: https:\/\/doi.org\/10.1109\/TETC.2018.2844282, (IEEE Computer Society, 2018 in press).","DOI":"10.1109\/TETC.2018.2844282"},{"issue":"4","key":"1767_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1177\/1550147719841870","volume":"15","author":"X Xiang","year":"2019","unstructured":"X. Xiang, W. Liu, A. Liu, N. Xiong, Z. Zeng, Z. Cai, Adaptive duty cycle control\u2013based opportunistic routing scheme to reduce delay in cyber physical systems. International Journal of Distributed Sensor Networks 15(4), 1\u201321 (2019). https:\/\/doi.org\/10.1177\/1550147719841870","journal-title":"International Journal of Distributed Sensor Networks"},{"key":"1767_CR5","doi-asserted-by":"publisher","unstructured":"M. Huang, K. Zhang, Z. Zeng, Wang T, Liu Y. An AUV-assisted data gathering scheme based on clustering and matrix completion for smart ocean, IEEE Internet of Things Journal, 2020). https:\/\/doi.org\/10.1109\/JIOT.2020.2988035","DOI":"10.1109\/JIOT.2020.2988035"},{"key":"1767_CR6","unstructured":"Wang T, Cao Z, Wang S, Wang J, Qi l, Liu A, Xie M, Li X. Privacy-enhanced data collection based on deep learning for Internet of vehicles, IEEE Transactions on Industrial Informatics, 10.1109\/TII.2019.2962844, (2019) (IEEE Computer Society, 2019 in press)."},{"key":"1767_CR7","doi-asserted-by":"publisher","unstructured":"X. Liu, T. Qiu, B. Dai, L. Yang, A. Liu, Wang J.\u00a0Swarm intelligence-based rendezvous selection via edge computing for mobile sensor networks, IEEE Internet of Things Journal, 2020). https:\/\/doi.org\/10.1109\/JIOT.2020.2966870","DOI":"10.1109\/JIOT.2020.2966870"},{"issue":"3","key":"1767_CR8","doi-asserted-by":"publisher","first-page":"1160","DOI":"10.1109\/JSYST.2014.2308391","volume":"10","author":"Y Hu","year":"2016","unstructured":"Y. Hu, M. Mong, K. Ota, A. Liu, M. Guo, Mobile target detection in wireless sensor networks with adjustable sensing frequency. IEEE Systems Journal 10(3), 1160\u20131171 (2016)","journal-title":"IEEE Systems Journal"},{"key":"1767_CR9","doi-asserted-by":"crossref","unstructured":"Liu Q, Tian Y, Wu J, Peng T, Wang G. Enabling verifiable and dynamic ranked search over outsourced data. IEEE Transactions on Services Computing, DOI: 10.1109\/TSC.2019.2922177, (IEEE, 2019 in press).","DOI":"10.1109\/TSC.2019.2922177"},{"issue":"5","key":"1767_CR10","doi-asserted-by":"publisher","first-page":"1535","DOI":"10.3390\/s18051535","volume":"18","author":"M Wu","year":"2018","unstructured":"M. Wu, Y. Wu, C. Liu, Z. Cai, N. Xiong, Liu A, &Ma\u2009M. An effective delay reduction approach through portion of nodes with larger duty cycle for industrial WSNs. Sensors 18(5), 1535 (2018). https:\/\/doi.org\/10.3390\/s18051535","journal-title":"An effective delay reduction approach through portion of nodes with larger duty cycle for industrial WSNs. Sensors"},{"issue":"11","key":"1767_CR11","doi-asserted-by":"publisher","first-page":"4055","DOI":"10.3390\/s18114055","volume":"18","author":"W Yang","year":"2018","unstructured":"W. Yang, W. Liu, Z. Zeng, A. Liu, G. Huang, N. Xiong, Z. Cai, Adding active slot joint larger broadcast radius for fast code dissemination in WSNs. Sensors 18(11), 4055 (2018). https:\/\/doi.org\/10.3390\/s18114055","journal-title":"Sensors"},{"key":"1767_CR12","doi-asserted-by":"publisher","DOI":"10.1002\/ett.3871","volume-title":"A High-accurate content popularity prediction computational modelling for mobile edge computing by using matrix completion technology, transactions on emerging telecommunications technologies","author":"J Tan","year":"2019","unstructured":"J. Tan, W. Liu, T. Wang, M. Zhao, A. Liu, S. Zhang, A High-accurate content popularity prediction computational modelling for mobile edge computing by using matrix completion technology, transactions on emerging telecommunications technologies (2019). https:\/\/doi.org\/10.1002\/ett.3871"},{"key":"1767_CR13","first-page":"116","volume":"27","author":"T Le Duc","year":"2016","unstructured":"T. Le Duc, D. Le, T, Zalyubovskiy V V, Kim D. Choo H. Level-based approach for minimum-transmission broadcast in duty-cycled wireless sensor networks. Pervasive and Mobile Computing 27, 116\u2013132 (2016)","journal-title":"Choo H. Level-based approach for minimum-transmission broadcast in duty-cycled wireless sensor networks. Pervasive and Mobile Computing"},{"issue":"3","key":"1767_CR14","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1109\/TDSC.2015.2406704","volume":"13","author":"H Li","year":"2015","unstructured":"H. Li, Y. Yang, T.H. Luan, X. Liang, L. Zhou, X.S. Shen, Enabling fine-grained multi-keyword search supporting classi-fied sub-dictionaries over encrypted cloud data. IEEE Trans-actions on Dependable and Secure Computing 13(3), 312\u2013325 (2015)","journal-title":"IEEE Trans-actions on Dependable and Secure Computing"},{"issue":"2","key":"1767_CR15","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1109\/TGCN.2017.2686598","volume":"1","author":"A Baiocchi","year":"2017","unstructured":"A. Baiocchi, L. Chiaraviglio, F. Cuomo, V. Salvatore, Joint management of energy consumption, maintenance costs, and user revenues in cellular networks with sleep modes. IEEE Transactions on Green Communications and Networking 1(2), 167\u2013181 (2017)","journal-title":"IEEE Transactions on Green Communications and Networking"},{"issue":"2","key":"1767_CR16","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1016\/j.adhoc.2011.09.011","volume":"11","author":"M Tahir","year":"2013","unstructured":"M. Tahir, R. Farrell, A cross-layer framework for optimal delay-margin, network lifetime and utility tradeoff in wireless visual sensor networks. Ad Hoc Networks 11(2), 701\u2013711 (2013)","journal-title":"Ad Hoc Networks"},{"key":"1767_CR17","unstructured":"Wang T, Peng Z, Wen S, Wang G. Wang B, Liu, A. A survey of fog computing in wireless sensor networks: concepts, applications and issues, Ad Hoc & Sensor Wireless Networks, 44, 109\u2013130, (2019)."},{"issue":"1","key":"1767_CR18","doi-asserted-by":"publisher","first-page":"356","DOI":"10.1109\/TNSE.2018.2881152","volume":"7","author":"Y Liu","year":"2020","unstructured":"Y. Liu, M. Ma, X. Liu, N. Xiong, A. Liu, Y. Zhu, Design and analysis of probing route to defense sink-hole attacks for Internet of Things security. IEEE Transactions on Network Science and Engineering 7(1), 356\u2013372 (2020)","journal-title":"IEEE Transactions on Network Science and Engineering"},{"key":"1767_CR19","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.jpdc.2019.06.012","volume":"133","author":"Q Liu","year":"2019","unstructured":"Q. Liu, P. Hou, G. Wang, T. Peng, S. Zhang, Intelligent route planning on large road networks with efficiency and privacy. Journal of Parallel and Distributed Computing 133, 93\u2013106 (2019). https:\/\/doi.org\/10.1016\/j.jpdc.2019.06.012","journal-title":"Journal of Parallel and Distributed Computing"},{"key":"1767_CR20","doi-asserted-by":"publisher","unstructured":"Liu Y, Zeng Z, Liu X, Zhu X, Bhuiyan M. A novel load balancing and low response delay framework for edge-cloud network based on SDN. IEEE Internet of Things Journal, DoI: https:\/\/doi.org\/10.1109\/JIOT.2019.2951857, (IEEE, 2019 in press).","DOI":"10.1109\/JIOT.2019.2951857"},{"issue":"10","key":"1767_CR21","doi-asserted-by":"publisher","first-page":"1417","DOI":"10.1093\/comjnl\/bxx014","volume":"60","author":"X Liu","year":"2017","unstructured":"X. Liu, A. Liu, Q. Deng, H. Liu, Large-scale programing code dissemination for software-defined wireless networks. The Computer Journal 60(10), 1417\u20131442 (2017)","journal-title":"The Computer Journal"},{"key":"1767_CR22","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.comcom.2020.01.034","volume":"152","author":"T Li","year":"2020","unstructured":"T. Li, M. Zhao, K. Won, Machine learning based code dissemination by selection of reliability mobile vehicles in 5G networks. Computer Communications. 152, 109\u2013118 (2020)","journal-title":"Computer Communications."},{"key":"1767_CR23","doi-asserted-by":"publisher","unstructured":"Li T, Liu W, Wang T, Zhao M, Li X, Ma M. Trust data collections via vehicles joint with unmanned aerial vehicles in the smart Internet of Things. Transactions on Emerging Telecommunications Technologies, DoI: https:\/\/doi.org\/10.1002\/ett.3956, (2020).","DOI":"10.1002\/ett.3956"},{"key":"1767_CR24","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1016\/j.comnet.2018.01.012","volume":"134","author":"L Cheng","year":"2018","unstructured":"L. Cheng, J. Niu, C. Luo, L. Shu, L. Kong, Z. Zhao, Y. Gu, Towards minimum-delay and energy-efficient flooding in low-duty-cycle wireless sensor networks. Computer Networks 134, 66\u201377 (2018)","journal-title":"Computer Networks"},{"issue":"5","key":"1767_CR25","doi-asserted-by":"publisher","first-page":"1509","DOI":"10.3390\/s18051509","volume":"18","author":"S Yu","year":"2018","unstructured":"S. Yu, X. Liu, A. Liu, N. Xiong, Z. Cai, T. Wang, Adaption broadcast radius based code dissemination scheme for low energy wireless sensor networks. Sensors 18(5), 1509 (2018). https:\/\/doi.org\/10.3390\/s18051509","journal-title":"Sensors"},{"issue":"11","key":"1767_CR26","doi-asserted-by":"publisher","first-page":"10024","DOI":"10.1109\/TVT.2017.2743058","volume":"66","author":"A Sultana","year":"2017","unstructured":"A. Sultana, L. Zhao, X. Fernando, Efficient resource allocation in device-to-device communication using cognitive radio technology. IEEE Transactions on Vehicular Technology 66(11), 10024\u201310034 (2017)","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"1767_CR27","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.jnca.2019.01.022","volume":"131","author":"Y Liu","year":"2019","unstructured":"Y. Liu, A. Liu, N. Zhang, X. Liu, M. Ma, Y. Hu, Dynamic duty cycle for improving delay and energy efficiency in wireless sensor networks. Journal of Network and Computer Applications 131, 16\u201327 (2019)","journal-title":"Journal of Network and Computer Applications"},{"key":"1767_CR28","doi-asserted-by":"crossref","unstructured":"Chen M, Wang T, Ota K, Dong M, Zhao M, Liu A. Intelligent resource allocation management for vehicles network: an A3C Learning Approach, Computer Communications. 151, 485\u2013494, (2020).","DOI":"10.1016\/j.comcom.2019.12.054"},{"issue":"7","key":"1767_CR29","doi-asserted-by":"publisher","DOI":"10.1002\/dac.346318","volume":"31","author":"A Khatri","year":"2018","unstructured":"A. Khatri, S. Kumar, O. Kaiwartya, N. Aslam, N. Meena, A.H. Abdullah, Towards green computing in wireless sensornetworks: Controlled mobility\u2013aided balanced treeapproach. Int J Commun Syst 31(7), e3463 (2018). https:\/\/doi.org\/10.1002\/dac.346318","journal-title":"Int J Commun Syst"},{"issue":"3","key":"1767_CR30","doi-asserted-by":"publisher","first-page":"592","DOI":"10.1007\/s12083-016-0511-y","volume":"10","author":"KS Aanchal","year":"2017","unstructured":"K.S. Aanchal, O. Kaiwartya, et al., Green computing for wireless sensor networks: Optimization and Huffman coding approach. Peer-to-Peer Netw. Appl. 10(3), 592\u2013609 (2017). https:\/\/doi.org\/10.1007\/s12083-016-0511-y","journal-title":"Peer-to-Peer Netw. Appl."},{"issue":"6","key":"1767_CR31","doi-asserted-by":"publisher","first-page":"1214","DOI":"10.1109\/TMC.2012.102","volume":"12","author":"H Byun","year":"2013","unstructured":"H. Byun, J. Yu, Adaptive duty cycle control with queue management in wireless sensor networks. IEEE Transactions on Mobile Computing 12(6), 1214\u20131224 (2013)","journal-title":"IEEE Transactions on Mobile Computing"},{"key":"1767_CR32","first-page":"297700","volume":"6","author":"X Xu","year":"2018","unstructured":"X. Xu, N. Zhang, H. Song, A. Liu, M. Zhao, Z. Zeng, Adaptive beaconing based MAC protocol for sensor based wearable system. IEEE Access 6, 297700\u2013229714 (2018)","journal-title":"IEEE Access"},{"issue":"5","key":"1767_CR33","doi-asserted-by":"publisher","first-page":"1434","DOI":"10.1109\/TMC.2016.2595569","volume":"16","author":"K Xie","year":"2017","unstructured":"K. Xie, X. Ning, X. Wang, D. Xie, J. Cao, G. Xie, J. Wen, Recover corrupted data in sensor networks: a matrix completion solution. IEEE Transactions on Mobile Computing 16(5), 1434\u20131448 (2017)","journal-title":"IEEE Transactions on Mobile Computing"},{"issue":"9","key":"1767_CR34","doi-asserted-by":"publisher","first-page":"4101","DOI":"10.1109\/TII.2018.2832251","volume":"14","author":"Y Zhang","year":"2018","unstructured":"Y. Zhang, C. Xu, H. Li, K. Yang, J. Zhou, X. Lin, Healthdep: An efficient and secure deduplication scheme for cloud-assisted ehealth systems. IEEE Transactions on Indus-trial Informatics 14(9), 4101\u20134112 (2018)","journal-title":"IEEE Transactions on Indus-trial Informatics"},{"key":"1767_CR35","doi-asserted-by":"publisher","DOI":"10.1049\/iet-com.2019.1205","volume-title":"Wang Y","author":"Y Zhao","year":"2020","unstructured":"Y. Zhao, T. Wang, S. Zhang, Wang Y (Towards mini-mum code dissemination delay through UAV joint vehicles for smart city, IET Communications, 2020). https:\/\/doi.org\/10.1049\/iet-com.2019.1205"},{"issue":"4","key":"1767_CR36","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1504\/IJAHUC.2016.078112","volume":"22","author":"A Liu","year":"2016","unstructured":"A. Liu, Y. Hu, Z. Chen, An energy-efficient mobile target detection scheme with adjustable duty cycles in wireless sensor networks. International Journal of Ad Hoc and Ubiquitous Computing 22(4), 203\u2013225 (2016)","journal-title":"International Journal of Ad Hoc and Ubiquitous Computing"},{"key":"1767_CR37","doi-asserted-by":"publisher","unstructured":"Y. Ren, Z. Zeng, T. Wang, S. Zhang, G. Zhi, A trust-based minimum cost and quality aware data collection scheme in P2P network. Peer-to-Peer Networking and Applications. (2020). https:\/\/doi.org\/10.1007\/s12083-020-00898-2","DOI":"10.1007\/s12083-020-00898-2"},{"key":"1767_CR38","doi-asserted-by":"publisher","unstructured":"Peng M, Liu W, Wang T, Zeng Z. Relay selection joint consecutive packet routing scheme to improve performance for wake-up radio-enabled WSNs,\u201d Wireless Communications and Mobile Computing, 2020, Article ID 7230565, DoI:https:\/\/doi.org\/10.1155\/2020\/7230565, (2020).","DOI":"10.1155\/2020\/7230565"},{"key":"1767_CR39","first-page":"3775","volume":"4","author":"Y Liu","year":"2016","unstructured":"Y. Liu, A. Liu, Y. Hu, Z. Li, Y. Choi, H. Sekiya, J. Li, FFSC: An energy efficiency communications approach for delay minimizing in Internet of Things. IEEE Access 4, 3775\u20133793 (2016)","journal-title":"IEEE Access"},{"key":"1767_CR40","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.comnet.2018.03.017","volume":"139","author":"D Xu","year":"2018","unstructured":"D. Xu, W. Jiao, Z. Yin, J. Huang, Y. Peng, X. Chen, D. Fang, Z. Tang, Maximizing throughput for low duty-cycled sensor networks. Computer Networks 139, 48\u201359 (2018)","journal-title":"Computer Networks"},{"issue":"2","key":"1767_CR41","doi-asserted-by":"publisher","first-page":"1191","DOI":"10.1007\/s11277-013-1561-6","volume":"77","author":"L Liang","year":"2014","unstructured":"L. Liang, X. Liu, Y. Wang, W. Feng, G. Yang, SW-MAC: A low-latency MAC protocol with adaptive sleeping for wireless sensor networks. Wireless Personal Communications 77(2), 1191\u20131211 (2014)","journal-title":"Wireless Personal Communications"},{"key":"1767_CR42","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1016\/j.compeleceng.2016.10.005","volume":"59","author":"Q Liu","year":"2017","unstructured":"Q. Liu, G. Wang, X. Liu, T. Peng, J. Wu, Achieving reliable and secure services in cloud computing environments. Computers & Electrical Engineering 59, 153\u2013164 (2017)","journal-title":"Computers & Electrical Engineering"},{"key":"1767_CR43","doi-asserted-by":"publisher","unstructured":"Wang X, Liu Z, Gao Y, Zheng X, Dang Z, Shen X. A near-optimal protocol for the grouping problem in RFID systems, IEEE Transactions on Mobile Computing (DOI:https:\/\/doi.org\/10.1109\/TMC.2019.2962125, (IEEE, 2019 in press).","DOI":"10.1109\/TMC.2019.2962125"},{"key":"1767_CR44","doi-asserted-by":"crossref","unstructured":"Li F, Tang H, Zou Y, Huang Y, Feng Y, Peng L. Research on information security in text emotional steganography based on machine learning, Enterprise Information Systems, DOI: 10.1080\/17517575.2020.1720827, (2020) (In press, Early access, Published online: 11 Feb 2020).","DOI":"10.1080\/17517575.2020.1720827"},{"issue":"6","key":"1767_CR45","doi-asserted-by":"publisher","first-page":"1231","DOI":"10.1007\/s11390-017-1797-9","volume":"32","author":"Q Liu","year":"2017","unstructured":"Q. Liu, Y. Guo, J. Wu, G. Wang, Effective query grouping strategy in clouds. Journal of Computer Science and Technology 32(6), 1231\u20131249 (2017)","journal-title":"Journal of Computer Science and Technology"},{"issue":"9","key":"1767_CR46","doi-asserted-by":"publisher","first-page":"6083","DOI":"10.1109\/TII.2019.2955152","volume":"16","author":"T Wang","year":"2020","unstructured":"T. Wang, P. Wang, S. Cai, Y. Ma, A. Liu, M. Xie, A unified trustworthy environment based on edge computing in industrial IoT. IEEE Transactions on Industrial Informatics 16(9), 6083\u20136091 (2020)","journal-title":"IEEE Transactions on Industrial Informatics"},{"issue":"5","key":"1767_CR47","doi-asserted-by":"publisher","first-page":"4218","DOI":"10.1109\/JIOT.2020.2966870","volume":"7","author":"T Wang","year":"2020","unstructured":"T. Wang, L. Qiu, A. Sangaiah, A. Liu, M. Bhuiyan, Y. Ma, Edge computing based trustworthy data collection model in the Internet of Things. IEEE Internet of Things Journal 7(5), 4218\u20134227 (2020)","journal-title":"IEEE Internet of Things Journal"},{"issue":"6","key":"1767_CR48","doi-asserted-by":"publisher","first-page":"1673","DOI":"10.1007\/s12083-019-00753-z","volume":"12","author":"Q Li","year":"2019","unstructured":"Q. Li, A. Liu, T. Wang, M. Xie, N. Xiong, Pipeline slot based fast rerouting scheme for delay optimization in duty cycle based M2M communications. Peer-to-Peer Networking and Applications 12(6), 1673\u20131704 (2019)","journal-title":"Peer-to-Peer Networking and Applications"},{"issue":"1","key":"1767_CR49","doi-asserted-by":"publisher","first-page":"120475","DOI":"10.1109\/ACCESS.2019.2937626","volume":"7","author":"W Shi","year":"2019","unstructured":"W. Shi, W. Liu, T. Wang, Z. Zeng, G. Zhi, Adding duty cycle only in connected dominating sets for energy efficient and fast data collection. IEEE Access 7(1), 120475\u2013120499 (2019)","journal-title":"IEEE Access"},{"key":"1767_CR50","doi-asserted-by":"crossref","unstructured":"Wang T, Ke H, Zheng X, Wang K, Sangaiah A, Liu A. Big data cleaning based on mobile edge computing in industrial sensor-cloud, IEEE Transactions on Industrial Informatics. DoI: 10.1109\/TII.2019.2938861, (IEEE, 2019 in press).","DOI":"10.1109\/TII.2019.2938861"},{"key":"1767_CR51","doi-asserted-by":"publisher","DOI":"10.1002\/ett.3942","volume-title":"Trust based energy efficient data collection with unmanned aerial vehicle in edge network, Transactions on Emerging Telecommunications Technologies","author":"B Jiang","year":"2020","unstructured":"B. Jiang, G. Huang, T. Wang, J. Gui, J. Zhu, Trust based energy efficient data collection with unmanned aerial vehicle in edge network, Transactions on Emerging Telecommunications Technologies (2020). https:\/\/doi.org\/10.1002\/ett.3942"},{"issue":"7","key":"1767_CR52","doi-asserted-by":"publisher","first-page":"4791","DOI":"10.1109\/TII.2019.2940745","volume":"16","author":"T Wang","year":"2020","unstructured":"T. Wang, D. Zhao, S. Cai, A. Jia, A. Liu, Bidirectional prediction based underwater data collection protocol for end-edge-cloud orchestrated system. IEEE Transactions on Industrial Informatics 16(7), 4791\u20134799 (2020)","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"1767_CR53","doi-asserted-by":"publisher","unstructured":"Huang, M. ; Liu, W.; Wang, T.; Liu, A.; Zhang, S. A cloud-MEC collaborative task offloading scheme with service orchestration. IEEE Internet of Things Journal, doi:https:\/\/doi.org\/10.1109\/JIOT.2019.2952767, (IEEE, 2019 in press).","DOI":"10.1109\/JIOT.2019.2952767"},{"issue":"6","key":"1767_CR54","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1145\/3321694","volume":"10","author":"Y Liu","year":"2019","unstructured":"Y. Liu, X. Liu, A. Liu, N. Xiong, F. Liu, A trust computing based security routing scheme for cyber physical systems. ACM Transactions on Intelligent Systems and Technology 10(6), 61 (2019). https:\/\/doi.org\/10.1145\/3321694","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"key":"1767_CR55","doi-asserted-by":"publisher","unstructured":"Li F, Li B, Huang Y, Feng Y, Peng L, Zhou N. Research on covert communication channel based on modulation of common compressed speech codec. Neural Computing and Applications, DOI:https:\/\/doi.org\/10.1007\/s00521-020-04882-y, (2020). (In press, Early access, Published online: 14 Apr 2020)","DOI":"10.1007\/s00521-020-04882-y"},{"key":"1767_CR56","doi-asserted-by":"publisher","unstructured":"Huang M, Liu A, Xiong N, Wang T. Athanasios Vasilakos. An effective service-oriented networking management architecture for 5G-enabled Internet of Things, Computer networks, 173, 107208, (2020). https:\/\/doi.org\/10.1016\/j.comnet.2020.107208.","DOI":"10.1016\/j.comnet.2020.107208"},{"issue":"1","key":"1767_CR57","doi-asserted-by":"publisher","first-page":"55983","DOI":"10.1109\/ACCESS.2019.2913885","volume":"7","author":"F Wang","year":"2019","unstructured":"F. Wang, W. Liu, T. Wang, M. Zhao, M. Xie, H. Song, X. Li, A. Liu, To reduce delay, energy consumption and collision through optimization duty-cycle and size of forwarding node set in WSNs. IEEE Access 7(1), 55983\u201356015 (2019)","journal-title":"IEEE Access"},{"key":"1767_CR58","doi-asserted-by":"publisher","first-page":"140","DOI":"10.1016\/j.jpdc.2019.08.012","volume":"135","author":"X Liu","year":"2020","unstructured":"X. Liu, A. Liu, T. Wang, K. Ota, M. Dong, Y. Liu, Z. Cai, Adaptive data and verified message disjoint security routing for gathering big data in energy harvesting networks. Journal of Parallel and Distributed Computing 135, 140\u2013155 (2020)","journal-title":"Journal of Parallel and Distributed Computing"},{"issue":"1","key":"1767_CR59","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1186\/s13638-019-1566-2","volume":"2019","author":"Y Chen","year":"2019","unstructured":"Y. Chen, W. Liu, T. Wang, Q. Deng, A. Liu, H. Song, An adaptive retransmit mechanism for delay differentiated services in industrial WSNs. EURASIP Journal on Wireless Communications and Networking 2019(1), 258 (2019). https:\/\/doi.org\/10.1186\/s13638-019-1566-2","journal-title":"EURASIP Journal on Wireless Communications and Networking"},{"issue":"1","key":"1767_CR60","doi-asserted-by":"publisher","first-page":"168","DOI":"10.1186\/s13638-019-1490-5","volume":"2019","author":"X Xiang","year":"2019","unstructured":"X. Xiang, W. Liu, T. Wang, M. Xie, X. Li, H. Song, A. Liu, G. Zhang, Delay and Energy Efficient Data Collection Scheme based Matrix Filling Theory for Dynamic Traffic IoT. EURASIP Journal on Wireless Communications and Networking 2019(1), 168 (2019). https:\/\/doi.org\/10.1186\/s13638-019-1490-5","journal-title":"EURASIP Journal on Wireless Communications and Networking"},{"key":"1767_CR61","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1016\/j.future.2019.04.043","volume":"100","author":"Y Liu","year":"2019","unstructured":"Y. Liu, A. Liu, T. Wang, X. Liu, N. Xiong, An intelligent incentive mechanism for coverage of data collection in cognitive Internet of Things. Future Generation Computer Systems. 100, 701\u2013714 (2019)","journal-title":"Future Generation Computer Systems."},{"key":"1767_CR62","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1016\/j.inffus.2018.11.020","volume":"52","author":"X Deng","year":"2019","unstructured":"X. Deng, Y. Jiang, Y. Yang, M. Lin, L. Yi, M. Wang, Data fusion based coverage optimization in heterogeneous sensor networks: a survey. Information Fusion 52, 90\u2013105 (2019)","journal-title":"Information Fusion"},{"key":"1767_CR63","doi-asserted-by":"publisher","unstructured":"Liu X, Wang T, Jia W, Liu A, Chi K. Quick convex hull-based rendezvous planning for delay-harsh mobile data gathering in disjoint sensor networks. IEEE Transactions on System, Man, and Cybernetics: Systems, DOI: https:\/\/doi.org\/10.1109\/TSMC.2019.2938790, (IEEE, 2019 in press).","DOI":"10.1109\/TSMC.2019.2938790"},{"issue":"4","key":"1767_CR64","doi-asserted-by":"publisher","first-page":"735","DOI":"10.1109\/TMC.2012.44","volume":"12","author":"B Jiang","year":"2013","unstructured":"B. Jiang, B. Ravindran, H. Cho, Probability-based prediction and sleep scheduling for energy-efficient target tracking in sensor networks. IEEE Transactions on Mobile Computing 12(4), 735\u2013747 (2013)","journal-title":"IEEE Transactions on Mobile Computing"},{"issue":"2","key":"1767_CR65","doi-asserted-by":"publisher","first-page":"1205","DOI":"10.1109\/JIOT.2019.2953476","volume":"7","author":"X Liu","year":"2020","unstructured":"X. Liu, A. Liu, T. Qiu, B. Qiu, T. Wang, L. YANG, Restoring connectivity of damaged sensor networks for long-term survival in hostile environments. IEEE Internet of Things Journal 7(2), 1205\u20131215 (2020)","journal-title":"IEEE Internet of Things Journal"},{"issue":"8","key":"1767_CR66","doi-asserted-by":"publisher","first-page":"1747","DOI":"10.1093\/comjnl\/bxu134","volume":"58","author":"Y Hu","year":"2015","unstructured":"Y. Hu, A. Liu, An efficient heuristic subtraction deployment strategy to guarantee quality of event detection for WSNs. The Computer Journal 58(8), 1747\u20131762 (2015)","journal-title":"The Computer Journal"},{"key":"1767_CR67","doi-asserted-by":"publisher","unstructured":"Teng H, Ota K, Liu A, Wang T, Zhang S. Vehicles joint UAVs to acquire and analyze data for topology discovery in large-scale IoT systems. Peer-to-Peer Networking and Applications. DoI: https:\/\/doi.org\/10.1007\/s12083-020-00879-5, (2020).","DOI":"10.1007\/s12083-020-00879-5"}],"container-title":["EURASIP Journal on Wireless Communications and Networking"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-020-01767-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s13638-020-01767-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-020-01767-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T00:13:21Z","timestamp":1630368801000},"score":1,"resource":{"primary":{"URL":"https:\/\/jwcn-eurasipjournals.springeropen.com\/articles\/10.1186\/s13638-020-01767-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,31]]},"references-count":67,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,12]]}},"alternative-id":["1767"],"URL":"https:\/\/doi.org\/10.1186\/s13638-020-01767-5","relation":{},"ISSN":["1687-1499"],"issn-type":[{"value":"1687-1499","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,31]]},"assertion":[{"value":"5 January 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 July 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 August 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"166"}}